Autor Bebis, George
|
|
Documentos disponibles escritos por este autor (10)
Hacer una sugerencia Refinar búsqueda13th International Symposium, ISVC 2018, Las Vegas, NV, USA, November 19 – 21, 2018, Proceedings / Bebis, George ; Boyle, Richard ; Parvin, Bahram ; Koracin, Darko ; Turek, Matt ; Ramalingam, Srikumar ; Xu, Kai ; Lin, Stephen ; Alsallakh, Bilal ; Yang, Jing ; Cuervo, Eduardo ; Ventura, Jonathan
TÃtulo : 13th International Symposium, ISVC 2018, Las Vegas, NV, USA, November 19 – 21, 2018, Proceedings Tipo de documento: documento electrónico Autores: Bebis, George, ; Boyle, Richard, ; Parvin, Bahram, ; Koracin, Darko, ; Turek, Matt, ; Ramalingam, Srikumar, ; Xu, Kai, ; Lin, Stephen, ; Alsallakh, Bilal, ; Yang, Jing, ; Cuervo, Eduardo, ; Ventura, Jonathan, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2018 Número de páginas: XXI, 771 p. 535 ilustraciones, 322 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-03801-4 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Sistemas de reconocimiento de patrones Visión por computador Inteligencia artificial IngenierÃa Informática Red de computadoras Protección de datos Reconocimiento de patrones automatizado IngenierÃa Informática y Redes Seguridad de datos e información Ãndice Dewey: 006.4 Reconocimiento de patrones por computador Resumen: Este libro constituye las actas arbitradas del 13.º Simposio Internacional sobre Computación Visual, ISVC 2018, celebrado en Las Vegas, NV, EE. UU. en noviembre de 2018. El total de 66 artÃculos presentados en este volumen fue cuidadosamente revisado y seleccionado entre 91 presentaciones. Los artÃculos están organizados en secciones temáticas denominadas: ST: bioimagen computacional; gráficos de computadora; vigilancia visual; reconocimiento de patrones; realidad virtual; aprendizaje profundo; movimiento y seguimiento; visualización; detección y reconocimiento de objetos; aplicaciones; segmentación; y ST: sistemas de transporte inteligentes. . Nota de contenido: ST: Computational Bioimaging -- Automatic Registration of Serial Cerebral Angiography: A Comparative Review -- Skull Stripping using Confidence Segmentation Convolution Neural Network -- Skin Cancer Segmentation Using a Unified Markov Random Field -- Heart Modeling by Convexity Preserving Segmentation and Convex Shape Decomposition -- Computer Graphics I -- PSO-based Newton-like Method and Iteration Processes in the Generation of Artistic Patterns -- An Evaluation of Smoothing and Remeshing Techniques to Represent the Evolution of Real-World Phenomena -- Biomimetic Perception Learning for Human Sensorimotor Control -- Porous Structure Design in Tissue Engineering Using Anisotropic Radial Basis Functions -- Visual Surveillance -- Accurate and Efficient Non-Parametric Background Detection for Video Surveillance -- A Low-Power Neuromorphic System for Real-Time Visual Activity Recognition -- Video-based human action recognition using kernel relevance analysis -- Robust Incremental Hidden Conditional Random Fields for Human Action Recognition -- Pattern Recognition -- Rotation Symmetry Object Classification using Structure Constrained Convolutional Neural Network -- A Hough Space Feature for Vehicle Detection -- Gender Classification Based on Facial Shape and Texture Features -- Authentication-based on Biomechanics of Finger Movements captured using Optical Motion-Capture -- Specific Document Sign Location Detection Based on Point Matching and Clustering -- Virtual Reality I -- Training in Virtual Environments for Hybrid Power Plants -- Visualizing Viewpoint Movement on Driving by Space Information Rendering -- Virtual Reality System for Children Lower Limb Strengthening with the use of Electromyographic Sensors -- A Comparative Study of Virtual UI for Risk Assessment and Evaluation -- Sensory Fusion and Intent Recognition for Accurate Gesture Recognition in Virtual Environments -- Deep Learning I -- Accuracy of a Driver-Assistance System in a Collision Scenario -- Classify broilerviscera using an iterative approach on noisy labeled training data -- Instance-level Object Recognition using Deep Temporal Coherence -- DUPL-VR: Deep Unsupervised Progressive Learning for Vehicle Re-Identification -- Motion and Tracking -- Particle Filter Based Tracking and Mapping -- Multi-Branch Siamese Networks with Online Selection for Object Tracking -- Deep Convolutional Correlation Filters for Visual Tracking by Detection -- The bird gets caught by the WORM: tracking multiple deformable objects in noisy environments using Weight ORdered Logic Maps -- A Mumford Shah Style Unified Framework for Layering: Pitfalls and Solutions -- Visualization -- Visualization of Parameter Sensitivity of 2D Time-Dependent Flow -- Non-stationary generalized Wishart process for enhancing resolution over diffusion tensor fields -- Reduced-reference image quality assessment based on improved local binary pattern -- Web system for visualization of weather data of the hydrometeorological network ofTungurahua, Ecuador -- Analysis and Visualization of Sports Performance Anxiety in Tennis Matches -- Object Detection and Recognition -- Detailed sentence generation architecture for image semantics description -- Pupil Localization Using Geodesic Distance -- Parallel Curves Detection Using Multi-Agent System -- Can Deep Learning Learn the Principle of Closed Contour Detection -- Deep Learning II -- DensSiam: End-to-End Densely-Siamese Network with Self-Attention Model for Object Tracking -- Convolutional Adaptive Particle Filter with Multiple Models for Visual Tracking -- Scale-aware RPN for Vehicle Detection -- Object Detection to Assist Visually Impaired People: A Deep Neural Network Adventure -- Large Scale Application Response Time Measurement using Image Recognition and Deep Learning -- Applications I -- Vision-Depth Landmarks and Inertial Fusion for Navigation in Degraded Visual Environments -- Efficient Nearest Neighbors Search for Large-Scale Landmark Recognition -- Patient's Body Motion Study using Multimodal RGBDT Videos -- Marker based Thermal-Inertial Localization for Aerial Robots in Obscurant Filled Environments -- Shape-based Smoothing of Binary Digital Objects Using Signed Distance Transform -- Segmentation -- Patch-based potentials for interactive contour extraction -- A New Algorithm for Local Blur-Scale Computation and Edge Detection -- Semantic Segmentation by Integrating Classifiers for Different Difficulty Levels -- Applications II -- Fast Image Dehazing Methods for Real-Time Video Processing -- GPU Accelerated Non-Parametric Background Subtraction -- Budget-constrained Online Video Summarisation of Egocentric Video Using Control Charts -- p-Laplacian regularization of signals on directed graphs -- A Dense-Depth Representation for VLAD descriptors in Content-Based Image Retrieval -- Virtual Reality II -- Augmented Reality System for Training and Assistance in the Management of Equipment and Industrial Instruments -- Alternative Treatment for Spider Phobia through Virtual Reality Environments -- The skyline as a marker for augmented reality in urban context -- Oil Processes VR Training -- ST: Intelligent Transportation Systems -- Multiple Object Tracking in Urban Traffic Scenes with a Multiclass Object Detector -- Autonomous Bus Boarding Robotic Wheelchair using Bidirectional Sensing Systems -- Road User Abnormal Trajectory Detection using a Deep Autoencoder -- Traffic Flow Classiffication Using Traffic Cameras. En lÃnea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i 13th International Symposium, ISVC 2018, Las Vegas, NV, USA, November 19 – 21, 2018, Proceedings [documento electrónico] / Bebis, George, ; Boyle, Richard, ; Parvin, Bahram, ; Koracin, Darko, ; Turek, Matt, ; Ramalingam, Srikumar, ; Xu, Kai, ; Lin, Stephen, ; Alsallakh, Bilal, ; Yang, Jing, ; Cuervo, Eduardo, ; Ventura, Jonathan, . - 1 ed. . - [s.l.] : Springer, 2018 . - XXI, 771 p. 535 ilustraciones, 322 ilustraciones en color.
ISBN : 978-3-030-03801-4
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave: Sistemas de reconocimiento de patrones Visión por computador Inteligencia artificial IngenierÃa Informática Red de computadoras Protección de datos Reconocimiento de patrones automatizado IngenierÃa Informática y Redes Seguridad de datos e información Ãndice Dewey: 006.4 Reconocimiento de patrones por computador Resumen: Este libro constituye las actas arbitradas del 13.º Simposio Internacional sobre Computación Visual, ISVC 2018, celebrado en Las Vegas, NV, EE. UU. en noviembre de 2018. El total de 66 artÃculos presentados en este volumen fue cuidadosamente revisado y seleccionado entre 91 presentaciones. Los artÃculos están organizados en secciones temáticas denominadas: ST: bioimagen computacional; gráficos de computadora; vigilancia visual; reconocimiento de patrones; realidad virtual; aprendizaje profundo; movimiento y seguimiento; visualización; detección y reconocimiento de objetos; aplicaciones; segmentación; y ST: sistemas de transporte inteligentes. . Nota de contenido: ST: Computational Bioimaging -- Automatic Registration of Serial Cerebral Angiography: A Comparative Review -- Skull Stripping using Confidence Segmentation Convolution Neural Network -- Skin Cancer Segmentation Using a Unified Markov Random Field -- Heart Modeling by Convexity Preserving Segmentation and Convex Shape Decomposition -- Computer Graphics I -- PSO-based Newton-like Method and Iteration Processes in the Generation of Artistic Patterns -- An Evaluation of Smoothing and Remeshing Techniques to Represent the Evolution of Real-World Phenomena -- Biomimetic Perception Learning for Human Sensorimotor Control -- Porous Structure Design in Tissue Engineering Using Anisotropic Radial Basis Functions -- Visual Surveillance -- Accurate and Efficient Non-Parametric Background Detection for Video Surveillance -- A Low-Power Neuromorphic System for Real-Time Visual Activity Recognition -- Video-based human action recognition using kernel relevance analysis -- Robust Incremental Hidden Conditional Random Fields for Human Action Recognition -- Pattern Recognition -- Rotation Symmetry Object Classification using Structure Constrained Convolutional Neural Network -- A Hough Space Feature for Vehicle Detection -- Gender Classification Based on Facial Shape and Texture Features -- Authentication-based on Biomechanics of Finger Movements captured using Optical Motion-Capture -- Specific Document Sign Location Detection Based on Point Matching and Clustering -- Virtual Reality I -- Training in Virtual Environments for Hybrid Power Plants -- Visualizing Viewpoint Movement on Driving by Space Information Rendering -- Virtual Reality System for Children Lower Limb Strengthening with the use of Electromyographic Sensors -- A Comparative Study of Virtual UI for Risk Assessment and Evaluation -- Sensory Fusion and Intent Recognition for Accurate Gesture Recognition in Virtual Environments -- Deep Learning I -- Accuracy of a Driver-Assistance System in a Collision Scenario -- Classify broilerviscera using an iterative approach on noisy labeled training data -- Instance-level Object Recognition using Deep Temporal Coherence -- DUPL-VR: Deep Unsupervised Progressive Learning for Vehicle Re-Identification -- Motion and Tracking -- Particle Filter Based Tracking and Mapping -- Multi-Branch Siamese Networks with Online Selection for Object Tracking -- Deep Convolutional Correlation Filters for Visual Tracking by Detection -- The bird gets caught by the WORM: tracking multiple deformable objects in noisy environments using Weight ORdered Logic Maps -- A Mumford Shah Style Unified Framework for Layering: Pitfalls and Solutions -- Visualization -- Visualization of Parameter Sensitivity of 2D Time-Dependent Flow -- Non-stationary generalized Wishart process for enhancing resolution over diffusion tensor fields -- Reduced-reference image quality assessment based on improved local binary pattern -- Web system for visualization of weather data of the hydrometeorological network ofTungurahua, Ecuador -- Analysis and Visualization of Sports Performance Anxiety in Tennis Matches -- Object Detection and Recognition -- Detailed sentence generation architecture for image semantics description -- Pupil Localization Using Geodesic Distance -- Parallel Curves Detection Using Multi-Agent System -- Can Deep Learning Learn the Principle of Closed Contour Detection -- Deep Learning II -- DensSiam: End-to-End Densely-Siamese Network with Self-Attention Model for Object Tracking -- Convolutional Adaptive Particle Filter with Multiple Models for Visual Tracking -- Scale-aware RPN for Vehicle Detection -- Object Detection to Assist Visually Impaired People: A Deep Neural Network Adventure -- Large Scale Application Response Time Measurement using Image Recognition and Deep Learning -- Applications I -- Vision-Depth Landmarks and Inertial Fusion for Navigation in Degraded Visual Environments -- Efficient Nearest Neighbors Search for Large-Scale Landmark Recognition -- Patient's Body Motion Study using Multimodal RGBDT Videos -- Marker based Thermal-Inertial Localization for Aerial Robots in Obscurant Filled Environments -- Shape-based Smoothing of Binary Digital Objects Using Signed Distance Transform -- Segmentation -- Patch-based potentials for interactive contour extraction -- A New Algorithm for Local Blur-Scale Computation and Edge Detection -- Semantic Segmentation by Integrating Classifiers for Different Difficulty Levels -- Applications II -- Fast Image Dehazing Methods for Real-Time Video Processing -- GPU Accelerated Non-Parametric Background Subtraction -- Budget-constrained Online Video Summarisation of Egocentric Video Using Control Charts -- p-Laplacian regularization of signals on directed graphs -- A Dense-Depth Representation for VLAD descriptors in Content-Based Image Retrieval -- Virtual Reality II -- Augmented Reality System for Training and Assistance in the Management of Equipment and Industrial Instruments -- Alternative Treatment for Spider Phobia through Virtual Reality Environments -- The skyline as a marker for augmented reality in urban context -- Oil Processes VR Training -- ST: Intelligent Transportation Systems -- Multiple Object Tracking in Urban Traffic Scenes with a Multiclass Object Detector -- Autonomous Bus Boarding Robotic Wheelchair using Bidirectional Sensing Systems -- Road User Abnormal Trajectory Detection using a Deep Autoencoder -- Traffic Flow Classiffication Using Traffic Cameras. En lÃnea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i
TÃtulo : 14th International Symposium on Visual Computing, ISVC 2019, Lake Tahoe, NV, USA, October 7–9, 2019, Proceedings, Part I Tipo de documento: documento electrónico Autores: Bebis, George, ; Boyle, Richard, ; Parvin, Bahram, ; Koracin, Darko, ; Ushizima, Daniela, ; Chai, Sek, ; Sueda, Shinjiro, ; Lin, Xin, ; Lu, Aidong, ; Thalmann, Daniel, ; Wang, Chaoli, ; Xu, Panpan, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2019 Número de páginas: XXXV, 698 p. 398 ilustraciones, 297 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-33720-9 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Sistemas de reconocimiento de patrones Procesamiento de imágenes Visión por computador Inteligencia artificial IngenierÃa Informática Red de computadoras Protección de datos Reconocimiento de patrones automatizado Imágenes por computadora visión reconocimiento de patrones y gráficos IngenierÃa Informática y Redes Seguridad de datos e información Ãndice Dewey: 006.4 Reconocimiento de patrones por computador Resumen: Este libro constituye las actas arbitradas del 14º Simposio Internacional sobre Computación Visual, ISVC 2019, celebrado en Lake Tahoe, NV, EE. UU. en octubre de 2019. Los 100 artÃculos presentados en este volumen doble fueron cuidadosamente revisados ​​y seleccionados entre 163 presentaciones. Los artÃculos están organizados en las siguientes secciones temáticas: Aprendizaje profundo I; Gráficos por Computadora I; Segmentación/Reconocimiento; Análisis de vÃdeo y reconocimiento de eventos; Visualización; ST: Visión Computacional, IA y métodos Matemáticos para el Análisis de Imágenes Biomédicas y Biológicas; BiometrÃa; Realidad Virtual I; Aplicaciones I; ST: Visión para la teledetección y la inspección de infraestructuras; Gráficos por computadora II; Aplicaciones II; Aprendizaje Profundo II; Realidad Virtual II; Reconocimiento/Detección/Categorización de Objetos; y Cartel. Nota de contenido: Deep Learning I -- Application of Image Classiï¬cation for Fine-Grained Nudity Detection -- DeepGRU: Deep Gesture Recognition Utility -- Delineation of Road Networks Using Deep Residual Neural Networks and Iterative Hough Transform -- DomainSiam: Domain-Aware Siamese Network for Visual Object Tracking -- Reconstruction Error Aware Pruning for Accelerating Neural Networks -- Computer Graphics I -- Bioinspired Simulation of Knotting Hagï¬sh -- Interactive 3D Visualization for Monitoring and Analysis of Geographical Traffic Data of Various Domains -- Propagate and Pair: A Single-Pass Approach to Critical Point Pairing in Reeb Graphs -- Real-Time Ray Tracing with SphericallyProjected Object Data -- Underwater Photogrammetry Reconstruction: GPU Texture Generation from Videos Captured via AUV -- Segmentation/Recognition -- Adaptive Attention Model for Lidar Instance Segmentation -- View Dependent Surface Material Recognition -- 3D Visual Object Detection from Monocular Images -- Skin Identiï¬cation Using Deep Convolutional Neural Network -- Resolution-independent meshes of superpixels -- Video Analysis and Event Recognition -- Automatic Video Colorization using 3D Conditional Generative Adversarial Networks -- Improving Visual Reasoning With Attention Alignment -- Multi-Camera Temporal Grouping for Play/Break Event Detection in Soccer Games -- Trajectory Prediction by Coupling Scene-LSTM with Human Movement LSTM -- Augmented Curiosity: Depth and Optical Flow Prediction for Efficient Exploration -- Visualization -- Information Visualization for Highlighting Conflicts in Educational Timetabling Problems -- ContourNet: Salient Local Contour Identiï¬cation for Blob Detection in Plasma Fusion Simulation Data -- Mutual Information-Based Texture Spectral Similarity Criterion -- Accurate Computation of Interval Volume Measures for Improving Histograms -- Ant-SNE: Tracking Community Evolution via Animated t-SNE -- ST: Computational Vision, AI and Mathematical Methods for Biomedical and Biological Image Analysis -- Automated Segmentation of the Pectoral Muscle in Axial Breast MR Images -- Angio-AI: Cerebral Perfusion Angiography with Machine Learning -- Conformal Welding for Brain-Intelligence Analysis -- Learning Graph Cut Class Prototypes for Thigh CT Tissue Identiï¬cation -- Automatic Estimation of Arterial Input Function in Digital Subtraction Angiography -- Biometrics -- One-Shot-Learning for Visual Lip-Based Biometric Authentication -- Age Group and Gender Classiï¬cation of Unconstrained Faces -- Efficient 3D Face Recognition in Uncontrolled Environment -- Pupil Center Localization Using SOMA and CNN -- Real-Time Face Features Localization with Recurrent Reï¬ned Dense CNN Architectures -- Virtual Reality I -- Estimation of the distance between ï¬ngertips using silhouette and texture information of dorsal of hand -- Measuring Reflectance of Anisotropic Materials using Two Handheld Cameras -- FunPlogs - A Serious Puzzle Mini-Game for Learning FundamentalProgramming Principles Using Visual Scripting -- Automatic camera path generation from 360 video -- Highlighting Techniques for 360 Degree Virtual Reality and Their Immersive Authoring -- Applications I -- Jitter-free registration for Unmanned Aerial Vehicle Videos -- Heart Rate Based Face Synthesis for Pulse Estimation -- Light-weight Novel View Synthesis for Casual Multiview Photography -- DeepPrivacy: A generative adversarial network for face anonymization -- Swarm Optimization Algorithm for Road Bypass Extrapolation -- ST: Vision for Remote Sensing and Infrastructure Inspection -- Concrete Crack Pixel Classiï¬cation using an Encoder Decoder Based Deep Learning Architecture -- A Geometry-based Method for the Spatio-temporal Detection of Cracks in 4D-Reconstructions -- An Automatic Digital Terrain Generation Technique for Terrestrial Sensing and Virtual Reality Applications -- Rebar Detection and Localization for Non-Destructive Infrastructure Evaluation using Deep Residual Networks -- Computer Graphics II -- Intrinsic Decomposition by learning from Varying Lighting Conditions -- Pixel2Field: Single Image Transformation to Physical Field of Sports Videos -- UnrealGT: Using Unreal Engine to Generate Ground Truth Datasets -- Fast Omnidirectional Depth Densiï¬cation. En lÃnea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i 14th International Symposium on Visual Computing, ISVC 2019, Lake Tahoe, NV, USA, October 7–9, 2019, Proceedings, Part I [documento electrónico] / Bebis, George, ; Boyle, Richard, ; Parvin, Bahram, ; Koracin, Darko, ; Ushizima, Daniela, ; Chai, Sek, ; Sueda, Shinjiro, ; Lin, Xin, ; Lu, Aidong, ; Thalmann, Daniel, ; Wang, Chaoli, ; Xu, Panpan, . - 1 ed. . - [s.l.] : Springer, 2019 . - XXXV, 698 p. 398 ilustraciones, 297 ilustraciones en color.
ISBN : 978-3-030-33720-9
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave: Sistemas de reconocimiento de patrones Procesamiento de imágenes Visión por computador Inteligencia artificial IngenierÃa Informática Red de computadoras Protección de datos Reconocimiento de patrones automatizado Imágenes por computadora visión reconocimiento de patrones y gráficos IngenierÃa Informática y Redes Seguridad de datos e información Ãndice Dewey: 006.4 Reconocimiento de patrones por computador Resumen: Este libro constituye las actas arbitradas del 14º Simposio Internacional sobre Computación Visual, ISVC 2019, celebrado en Lake Tahoe, NV, EE. UU. en octubre de 2019. Los 100 artÃculos presentados en este volumen doble fueron cuidadosamente revisados ​​y seleccionados entre 163 presentaciones. Los artÃculos están organizados en las siguientes secciones temáticas: Aprendizaje profundo I; Gráficos por Computadora I; Segmentación/Reconocimiento; Análisis de vÃdeo y reconocimiento de eventos; Visualización; ST: Visión Computacional, IA y métodos Matemáticos para el Análisis de Imágenes Biomédicas y Biológicas; BiometrÃa; Realidad Virtual I; Aplicaciones I; ST: Visión para la teledetección y la inspección de infraestructuras; Gráficos por computadora II; Aplicaciones II; Aprendizaje Profundo II; Realidad Virtual II; Reconocimiento/Detección/Categorización de Objetos; y Cartel. Nota de contenido: Deep Learning I -- Application of Image Classiï¬cation for Fine-Grained Nudity Detection -- DeepGRU: Deep Gesture Recognition Utility -- Delineation of Road Networks Using Deep Residual Neural Networks and Iterative Hough Transform -- DomainSiam: Domain-Aware Siamese Network for Visual Object Tracking -- Reconstruction Error Aware Pruning for Accelerating Neural Networks -- Computer Graphics I -- Bioinspired Simulation of Knotting Hagï¬sh -- Interactive 3D Visualization for Monitoring and Analysis of Geographical Traffic Data of Various Domains -- Propagate and Pair: A Single-Pass Approach to Critical Point Pairing in Reeb Graphs -- Real-Time Ray Tracing with SphericallyProjected Object Data -- Underwater Photogrammetry Reconstruction: GPU Texture Generation from Videos Captured via AUV -- Segmentation/Recognition -- Adaptive Attention Model for Lidar Instance Segmentation -- View Dependent Surface Material Recognition -- 3D Visual Object Detection from Monocular Images -- Skin Identiï¬cation Using Deep Convolutional Neural Network -- Resolution-independent meshes of superpixels -- Video Analysis and Event Recognition -- Automatic Video Colorization using 3D Conditional Generative Adversarial Networks -- Improving Visual Reasoning With Attention Alignment -- Multi-Camera Temporal Grouping for Play/Break Event Detection in Soccer Games -- Trajectory Prediction by Coupling Scene-LSTM with Human Movement LSTM -- Augmented Curiosity: Depth and Optical Flow Prediction for Efficient Exploration -- Visualization -- Information Visualization for Highlighting Conflicts in Educational Timetabling Problems -- ContourNet: Salient Local Contour Identiï¬cation for Blob Detection in Plasma Fusion Simulation Data -- Mutual Information-Based Texture Spectral Similarity Criterion -- Accurate Computation of Interval Volume Measures for Improving Histograms -- Ant-SNE: Tracking Community Evolution via Animated t-SNE -- ST: Computational Vision, AI and Mathematical Methods for Biomedical and Biological Image Analysis -- Automated Segmentation of the Pectoral Muscle in Axial Breast MR Images -- Angio-AI: Cerebral Perfusion Angiography with Machine Learning -- Conformal Welding for Brain-Intelligence Analysis -- Learning Graph Cut Class Prototypes for Thigh CT Tissue Identiï¬cation -- Automatic Estimation of Arterial Input Function in Digital Subtraction Angiography -- Biometrics -- One-Shot-Learning for Visual Lip-Based Biometric Authentication -- Age Group and Gender Classiï¬cation of Unconstrained Faces -- Efficient 3D Face Recognition in Uncontrolled Environment -- Pupil Center Localization Using SOMA and CNN -- Real-Time Face Features Localization with Recurrent Reï¬ned Dense CNN Architectures -- Virtual Reality I -- Estimation of the distance between ï¬ngertips using silhouette and texture information of dorsal of hand -- Measuring Reflectance of Anisotropic Materials using Two Handheld Cameras -- FunPlogs - A Serious Puzzle Mini-Game for Learning FundamentalProgramming Principles Using Visual Scripting -- Automatic camera path generation from 360 video -- Highlighting Techniques for 360 Degree Virtual Reality and Their Immersive Authoring -- Applications I -- Jitter-free registration for Unmanned Aerial Vehicle Videos -- Heart Rate Based Face Synthesis for Pulse Estimation -- Light-weight Novel View Synthesis for Casual Multiview Photography -- DeepPrivacy: A generative adversarial network for face anonymization -- Swarm Optimization Algorithm for Road Bypass Extrapolation -- ST: Vision for Remote Sensing and Infrastructure Inspection -- Concrete Crack Pixel Classiï¬cation using an Encoder Decoder Based Deep Learning Architecture -- A Geometry-based Method for the Spatio-temporal Detection of Cracks in 4D-Reconstructions -- An Automatic Digital Terrain Generation Technique for Terrestrial Sensing and Virtual Reality Applications -- Rebar Detection and Localization for Non-Destructive Infrastructure Evaluation using Deep Residual Networks -- Computer Graphics II -- Intrinsic Decomposition by learning from Varying Lighting Conditions -- Pixel2Field: Single Image Transformation to Physical Field of Sports Videos -- UnrealGT: Using Unreal Engine to Generate Ground Truth Datasets -- Fast Omnidirectional Depth Densiï¬cation. En lÃnea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i
TÃtulo : 14th International Symposium on Visual Computing, ISVC 2019, Lake Tahoe, NV, USA, October 7–9, 2019, Proceedings, Part II Tipo de documento: documento electrónico Autores: Bebis, George, ; Boyle, Richard, ; Parvin, Bahram, ; Koracin, Darko, ; Ushizima, Daniela, ; Chai, Sek, ; Sueda, Shinjiro, ; Lin, Xin, ; Lu, Aidong, ; Thalmann, Daniel, ; Wang, Chaoli, ; Xu, Panpan, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2019 Número de páginas: XXVII, 590 p. 296 ilustraciones, 248 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-33723-0 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Sistemas de reconocimiento de patrones Procesamiento de imágenes Visión por computador Inteligencia artificial Red de computadoras Protección de datos Reconocimiento de patrones automatizado Imágenes por computadora visión reconocimiento de patrones y gráficos Redes de comunicación informática Seguridad de datos e información Ãndice Dewey: 006.4 Reconocimiento de patrones por computador Resumen: Este libro constituye las actas arbitradas del 14º Simposio Internacional sobre Computación Visual, ISVC 2019, celebrado en Lake Tahoe, NV, EE. UU. en octubre de 2019. Los 100 artÃculos presentados en este volumen doble fueron cuidadosamente revisados ​​y seleccionados entre 163 presentaciones. Los artÃculos están organizados en las siguientes secciones temáticas: Aprendizaje profundo I; Gráficos por Computadora I; Segmentación/Reconocimiento; Análisis de vÃdeo y reconocimiento de eventos; Visualización; ST: Visión Computacional, IA y métodos Matemáticos para el Análisis de Imágenes Biomédicas y Biológicas; BiometrÃa; Realidad Virtual I; Aplicaciones I; ST: Visión para la teledetección y la inspección de infraestructuras; Gráficos por computadora II; Aplicaciones II; Aprendizaje Profundo II; Realidad Virtual II; Reconocimiento/Detección/Categorización de Objetos; y Cartel. Nota de contenido: Applications II -- Dual Snapshot Hyperspectral Imaging System for 41-band Spectral Analysis & Stereo Reconstruction -- Joint Optimization of Convolutional Neural Network and Image Preprocessing Selection for Embryo Grade Prediction in In Vitro Fertilization -- Enhanced Approach for Classiï¬cation of Ulcerative Colitis Severity in Colonoscopy Videos using CNN -- Inï¬nite Gaussian Fisher Vector to support video-based Human Action Recognition -- Deep Learning II -- Do Humans Look Where Deep Convolutional Neural Networks "Attend"? -- Point Auto-Encoder and Its Application to 2D-3D Transformation -- U-net based architectures for document text detection and binarization -- Face detection in thermal images with YOLOv3 -- 3D Object Recognition with Ensemble Learning — A Study of Point Cloud-Based Deep Learning Models -- Virtual Reality II -- Designing VR and AR Systems with Large Scale Adoption in Mind -- VRParaSet: A Virtual Reality model for visualizing multidimensional data -- Occlusion and Collision Aware Smartphone AR using Time-of-Flight Camera -- Augmenting Flight Imagery from Aerial Refueling -- Object Recognition/Detection/Categorization -- Hierarchical Semantic Labeling With Adaptive Conï¬dence -- An Active Robotic Vision System with a Pair of Moving and Stationary Cameras -- Background Modeling through Spatiotemporal Edge Feature and Color -- Fast Object Localization via Sensitivity Analysis -- On the Salience of Adversarial Examples -- Poster -- Entropy Projection Curved Gabor with Random Forest and SVM for Face Recognition -- Guitar Tablature Generation using Computer Vision -- A Parametric Perceptual Deï¬cit Modeling and Diagnostics Framework for Retina Damage using Mixed Reality -- Topologically-Guided Color Image Enhancement -- A Visual Analytics Approach for Analyzing Technological Trends in Technology and Innovation Management -- A Framework for Collecting and Classifying Objects in Satellite Imagery -- Moving Objects Segmentation Based on DeepSphere in Video Surveillance -- Benchmarking Video With The Surgical Image Registration Generator (SIRGn) Baseline -- Towards Fine-grained Recognition: Joint Learning for Object Detection and Fine-grained Classiï¬cation -- Foreground Object Image Masking via EPI and Edge Detection for Photogrammetry with Static Background -- Lidar-Monocular Visual Odometry with Genetic Algorithm for Parameter Optimization -- Residual CNN Image Compression -- CNNs and Transfer Learning for Lecture Venue Occupancy and Student Attention Monitoring -- Evaluation of the Interpolation Errors of Tomographic Projection Models -- Skin Lesion Segmentation Based on Region-Edge Markov Random Field -- Centerline Extraction from 3D Airway Trees Using Anchored Shrinking -- A 360 Degree Video Virtual Reality Room Demonstration -- A Computational System for Structural Visual Analysis of Labor Accident Data -- Fast Contextual View Generation in 3D Medical Images using a 3D Widget User Interface and Super-ellipsoids -- A Virtual Reality Framework for Training Incident First Responders and Digital Forensic Investigators -- Tactical Rings : A Visualization Technique for Analyzing Tactical Patterns in Tennis -- Cross-Media Sentiment Analysis in Brazilian Blogs -- Diagnosing Huntington's Disease through gait dynamics -- On the Potential for Facial Attractiveness as a Soft Biometric -- A Modiï¬ed Viola-Jones Detector for Low-cost Localization of Car Plates -- Evaluating ï¬ber detection models using Neural Networks -- RISEC: Rotational Invariant Segmentation of Elongated Cells in SEM images with Inhomogeneous Illumination -- Performance Evaluation of WebGL and WebVR Apps in VR Environments -- IFOC: Intensity Fitting on Overlapping Cover for Image Segmentation. En lÃnea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i 14th International Symposium on Visual Computing, ISVC 2019, Lake Tahoe, NV, USA, October 7–9, 2019, Proceedings, Part II [documento electrónico] / Bebis, George, ; Boyle, Richard, ; Parvin, Bahram, ; Koracin, Darko, ; Ushizima, Daniela, ; Chai, Sek, ; Sueda, Shinjiro, ; Lin, Xin, ; Lu, Aidong, ; Thalmann, Daniel, ; Wang, Chaoli, ; Xu, Panpan, . - 1 ed. . - [s.l.] : Springer, 2019 . - XXVII, 590 p. 296 ilustraciones, 248 ilustraciones en color.
ISBN : 978-3-030-33723-0
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave: Sistemas de reconocimiento de patrones Procesamiento de imágenes Visión por computador Inteligencia artificial Red de computadoras Protección de datos Reconocimiento de patrones automatizado Imágenes por computadora visión reconocimiento de patrones y gráficos Redes de comunicación informática Seguridad de datos e información Ãndice Dewey: 006.4 Reconocimiento de patrones por computador Resumen: Este libro constituye las actas arbitradas del 14º Simposio Internacional sobre Computación Visual, ISVC 2019, celebrado en Lake Tahoe, NV, EE. UU. en octubre de 2019. Los 100 artÃculos presentados en este volumen doble fueron cuidadosamente revisados ​​y seleccionados entre 163 presentaciones. Los artÃculos están organizados en las siguientes secciones temáticas: Aprendizaje profundo I; Gráficos por Computadora I; Segmentación/Reconocimiento; Análisis de vÃdeo y reconocimiento de eventos; Visualización; ST: Visión Computacional, IA y métodos Matemáticos para el Análisis de Imágenes Biomédicas y Biológicas; BiometrÃa; Realidad Virtual I; Aplicaciones I; ST: Visión para la teledetección y la inspección de infraestructuras; Gráficos por computadora II; Aplicaciones II; Aprendizaje Profundo II; Realidad Virtual II; Reconocimiento/Detección/Categorización de Objetos; y Cartel. Nota de contenido: Applications II -- Dual Snapshot Hyperspectral Imaging System for 41-band Spectral Analysis & Stereo Reconstruction -- Joint Optimization of Convolutional Neural Network and Image Preprocessing Selection for Embryo Grade Prediction in In Vitro Fertilization -- Enhanced Approach for Classiï¬cation of Ulcerative Colitis Severity in Colonoscopy Videos using CNN -- Inï¬nite Gaussian Fisher Vector to support video-based Human Action Recognition -- Deep Learning II -- Do Humans Look Where Deep Convolutional Neural Networks "Attend"? -- Point Auto-Encoder and Its Application to 2D-3D Transformation -- U-net based architectures for document text detection and binarization -- Face detection in thermal images with YOLOv3 -- 3D Object Recognition with Ensemble Learning — A Study of Point Cloud-Based Deep Learning Models -- Virtual Reality II -- Designing VR and AR Systems with Large Scale Adoption in Mind -- VRParaSet: A Virtual Reality model for visualizing multidimensional data -- Occlusion and Collision Aware Smartphone AR using Time-of-Flight Camera -- Augmenting Flight Imagery from Aerial Refueling -- Object Recognition/Detection/Categorization -- Hierarchical Semantic Labeling With Adaptive Conï¬dence -- An Active Robotic Vision System with a Pair of Moving and Stationary Cameras -- Background Modeling through Spatiotemporal Edge Feature and Color -- Fast Object Localization via Sensitivity Analysis -- On the Salience of Adversarial Examples -- Poster -- Entropy Projection Curved Gabor with Random Forest and SVM for Face Recognition -- Guitar Tablature Generation using Computer Vision -- A Parametric Perceptual Deï¬cit Modeling and Diagnostics Framework for Retina Damage using Mixed Reality -- Topologically-Guided Color Image Enhancement -- A Visual Analytics Approach for Analyzing Technological Trends in Technology and Innovation Management -- A Framework for Collecting and Classifying Objects in Satellite Imagery -- Moving Objects Segmentation Based on DeepSphere in Video Surveillance -- Benchmarking Video With The Surgical Image Registration Generator (SIRGn) Baseline -- Towards Fine-grained Recognition: Joint Learning for Object Detection and Fine-grained Classiï¬cation -- Foreground Object Image Masking via EPI and Edge Detection for Photogrammetry with Static Background -- Lidar-Monocular Visual Odometry with Genetic Algorithm for Parameter Optimization -- Residual CNN Image Compression -- CNNs and Transfer Learning for Lecture Venue Occupancy and Student Attention Monitoring -- Evaluation of the Interpolation Errors of Tomographic Projection Models -- Skin Lesion Segmentation Based on Region-Edge Markov Random Field -- Centerline Extraction from 3D Airway Trees Using Anchored Shrinking -- A 360 Degree Video Virtual Reality Room Demonstration -- A Computational System for Structural Visual Analysis of Labor Accident Data -- Fast Contextual View Generation in 3D Medical Images using a 3D Widget User Interface and Super-ellipsoids -- A Virtual Reality Framework for Training Incident First Responders and Digital Forensic Investigators -- Tactical Rings : A Visualization Technique for Analyzing Tactical Patterns in Tennis -- Cross-Media Sentiment Analysis in Brazilian Blogs -- Diagnosing Huntington's Disease through gait dynamics -- On the Potential for Facial Attractiveness as a Soft Biometric -- A Modiï¬ed Viola-Jones Detector for Low-cost Localization of Car Plates -- Evaluating ï¬ber detection models using Neural Networks -- RISEC: Rotational Invariant Segmentation of Elongated Cells in SEM images with Inhomogeneous Illumination -- Performance Evaluation of WebGL and WebVR Apps in VR Environments -- IFOC: Intensity Fitting on Overlapping Cover for Image Segmentation. En lÃnea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i
TÃtulo : 15th International Symposium, ISVC 2020, San Diego, CA, USA, October 5–7, 2020, Proceedings, Part I Tipo de documento: documento electrónico Autores: Bebis, George, ; Yin, Zhaozheng, ; Kim, Edward, ; Bender, Jan, ; Subr, Kartic, ; Kwon, Bum Chul, ; Zhao, Jian, ; Kalkofen, Denis, ; Baciu, George, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2020 Número de páginas: XXXVI, 745 p. 45 ilustraciones, 1 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-64556-4 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Sistemas de reconocimiento de patrones Inteligencia artificial Visión por computador IngenierÃa Informática Red de computadoras Reconocimiento de patrones automatizado IngenierÃa Informática y Redes Ãndice Dewey: 006.4 Reconocimiento de patrones por computador Resumen: Este conjunto de dos volúmenes de LNCS 12509 y 12510 constituye las actas arbitradas del 15.º Simposio Internacional sobre Computación Visual, ISVC 2020, que se suponÃa que se celebrarÃa en San Diego, CA, EE. UU. en octubre de 2020, pero se llevó a cabo virtualmente debido a la Pandemia de COVID-19. Los 114 artÃculos completos y 4 artÃculos breves presentados en estos volúmenes fueron cuidadosamente revisados ​​y seleccionados entre 175 presentaciones. Los artÃculos están organizados en las siguientes secciones temáticas: Parte I: aprendizaje profundo; segmentación; visualización; análisis de vÃdeo y reconocimiento de eventos; ST: bioimagen computacional; aplicaciones; biometrÃa; movimiento y seguimiento; gráficos de computadora; realidad virtual; y ST: avances de la visión por computadora en aplicaciones geoespaciales y teledetección Parte II: reconocimiento/detección/categorización de objetos; reconstrucción 3D; análisis de imágenes médicas; visión para la robótica; reconocimiento de patrones estadÃsticos; carteles. Nota de contenido: Deep Learning -- Regularization and Sparsity for Adversarial Robustness and Stable Attribution -- Self-Competitive Neural Networks -- A Novel Contractive GAN Model for a Unified Approach Towards Blind Quality Assessment of Images from Heterogeneous Sources -- Nonconvex Regularization for Network Slimming: Compressing CNNs Even More -- Biologically Inspired Sleep Algorithm for VariationalAuto-Encoders -- A Deep Genetic Programming based Methodology for Art Media Classification Robust to Adversarial Perturbations -- rcGAN: Learning a generative model for arbitrary size image generation -- Sketch-Inspector: a Deep Mixture Model for High-Quality Sketch Generation of Cats -- Depthwise Separable Convolutions and Variational Dropout within the context of YOLOv3 -- Uncertainty Estimates in Deep Generative Models using Gaussian Processes -- Segmentation -- Towards Optimal Ship Navigation Using Image Processing -- Overscan Detection in Digitized Analog Films by Precise Sprocket Hole Segmentation -- Pixel-level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation -- CSC-GAN: Cycle and semantic consistency for dataset augmentation -- Improvements on the Superpixel Hierarchy Algorithm with Applications to Image Segmentation and Saliency Detection -- Visualization -- Referenced Based Color Transfer for Medical Volume Rendering -- An Empirical Methodological Study of Evaluation Methods Applied to Educational Timetabling Visualizations -- Real-Time Contrast Enhancement for 3DMedical Images using Histogram Equalization -- Flow Map Processing by Space-Time Deformation -- GenExplorer: Visualizing and Comparing Gene Expression Levels via Differential Charts -- Video Analysis and Event Recognition -- An Event-Based Hierarchical Method for Customer Activity Recognition in Retail Stores -- Fully Autonomous UAV-based Action Recognition System Using Aerial Imagery -- Hierarchical Action Classification with Network Pruning -- An Approach Towards Action Recognition using Part Based Hierarchical Fusion -- ST: Computational Bioimaging -- Ensemble Convolutional Neural Networks for the Detection of Microscopic Fusarium Oxysporum -- Offline versus Online Triplet Mining based on Extreme Distances of Histopathology Patches -- Multi-Label Classification of Panoramic Radiographic Images using a Convolutional Neural Network -- Ink Marker Segmentation in Histopathology Images Using Deep Learning -- P-FideNet: Plasmodium Falciparum Identification Neural Network -- Applications -- Lightless Fields: Enhancement and Denoising of Light-defficient Light Fields -- FA3D: Fast and Accurate 3D Object Detection -- Generalized Inverted Dirichlet Optimal predictor for Image inpainting -- BVNet: A 3D End-to-end Model Based on Point Cloud -- Evaluating Single Image Dehazing Methods Under Realistic Sunlight Haze -- Biometrics -- Deep Partial Occlusion Facial Expression Recognition via Improved CNN -- Towards an Effective Approach for Face Recognition with DCGANs Data Augmentation -- Controlled AutoEncoders to Generate Faces from Voices -- Gender and Age Estimation without Facial Information from Still Images -- Face Reenactment Based Facial Expression Recognition -- Motion and Tracking -- Coarse-to-Fine Object Tracking Using Deep Features and Correlation Filters -- Asynchronous Corner Tracking Algorithm based on Lifetime of Events for DAVIS Cameras -- TAGCN: Topology-Aware Graph Convolutional Network for Trajectory Prediction -- 3D articulated body model using anthropometric control points and an articulation video -- Body Motion Analysis for Golf Swing Evaluation -- Computer Graphics -- Simulation of High-Definition Pixel-Headlights -- ConcurrentHull: A Fast Parallel Computing Approach to the Convex Hull Problem -- A Data-Driven Creativity Measure for 3D Shapes -- Virtual Reality -- Walking in a Crowd Full of Virtual Characters: Effects of Virtual Character Appearance on Human Movement Behavior -- Improving Chinese Reading Comprehensions of Dyslexic Children via VR Reading -- Improving User Experience in Augmented Reality Mirrors with 3D Displays -- Passenger Anxiety about Virtual Driver Awareness During a Trip with a Virtual Autonomous Vehicle -- Investigating the Display Fidelity of Popular Head-Mounted Display Systems on Spatial Updating and Learning in VR -- ST: Computer Vision Advances in Geo-Spatial Applications and Remote Sensing -- Natural Disaster Building Damage Assessment Using a Two-Encoder U-Net -- Understanding Flooding Detection Using Overhead Imagery – Lessons Learned -- Hyperspectral Image Classification via Pyramid Graph Reasoning -- Semi-Supervised Fine-Tuning for Deep Learning Models in Remote Sensing Applications -- Scene Classification of Remote Sensing Images using convNet Features and Multi-grained Forest. En lÃnea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i 15th International Symposium, ISVC 2020, San Diego, CA, USA, October 5–7, 2020, Proceedings, Part I [documento electrónico] / Bebis, George, ; Yin, Zhaozheng, ; Kim, Edward, ; Bender, Jan, ; Subr, Kartic, ; Kwon, Bum Chul, ; Zhao, Jian, ; Kalkofen, Denis, ; Baciu, George, . - 1 ed. . - [s.l.] : Springer, 2020 . - XXXVI, 745 p. 45 ilustraciones, 1 ilustraciones en color.
ISBN : 978-3-030-64556-4
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave: Sistemas de reconocimiento de patrones Inteligencia artificial Visión por computador IngenierÃa Informática Red de computadoras Reconocimiento de patrones automatizado IngenierÃa Informática y Redes Ãndice Dewey: 006.4 Reconocimiento de patrones por computador Resumen: Este conjunto de dos volúmenes de LNCS 12509 y 12510 constituye las actas arbitradas del 15.º Simposio Internacional sobre Computación Visual, ISVC 2020, que se suponÃa que se celebrarÃa en San Diego, CA, EE. UU. en octubre de 2020, pero se llevó a cabo virtualmente debido a la Pandemia de COVID-19. Los 114 artÃculos completos y 4 artÃculos breves presentados en estos volúmenes fueron cuidadosamente revisados ​​y seleccionados entre 175 presentaciones. Los artÃculos están organizados en las siguientes secciones temáticas: Parte I: aprendizaje profundo; segmentación; visualización; análisis de vÃdeo y reconocimiento de eventos; ST: bioimagen computacional; aplicaciones; biometrÃa; movimiento y seguimiento; gráficos de computadora; realidad virtual; y ST: avances de la visión por computadora en aplicaciones geoespaciales y teledetección Parte II: reconocimiento/detección/categorización de objetos; reconstrucción 3D; análisis de imágenes médicas; visión para la robótica; reconocimiento de patrones estadÃsticos; carteles. Nota de contenido: Deep Learning -- Regularization and Sparsity for Adversarial Robustness and Stable Attribution -- Self-Competitive Neural Networks -- A Novel Contractive GAN Model for a Unified Approach Towards Blind Quality Assessment of Images from Heterogeneous Sources -- Nonconvex Regularization for Network Slimming: Compressing CNNs Even More -- Biologically Inspired Sleep Algorithm for VariationalAuto-Encoders -- A Deep Genetic Programming based Methodology for Art Media Classification Robust to Adversarial Perturbations -- rcGAN: Learning a generative model for arbitrary size image generation -- Sketch-Inspector: a Deep Mixture Model for High-Quality Sketch Generation of Cats -- Depthwise Separable Convolutions and Variational Dropout within the context of YOLOv3 -- Uncertainty Estimates in Deep Generative Models using Gaussian Processes -- Segmentation -- Towards Optimal Ship Navigation Using Image Processing -- Overscan Detection in Digitized Analog Films by Precise Sprocket Hole Segmentation -- Pixel-level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation -- CSC-GAN: Cycle and semantic consistency for dataset augmentation -- Improvements on the Superpixel Hierarchy Algorithm with Applications to Image Segmentation and Saliency Detection -- Visualization -- Referenced Based Color Transfer for Medical Volume Rendering -- An Empirical Methodological Study of Evaluation Methods Applied to Educational Timetabling Visualizations -- Real-Time Contrast Enhancement for 3DMedical Images using Histogram Equalization -- Flow Map Processing by Space-Time Deformation -- GenExplorer: Visualizing and Comparing Gene Expression Levels via Differential Charts -- Video Analysis and Event Recognition -- An Event-Based Hierarchical Method for Customer Activity Recognition in Retail Stores -- Fully Autonomous UAV-based Action Recognition System Using Aerial Imagery -- Hierarchical Action Classification with Network Pruning -- An Approach Towards Action Recognition using Part Based Hierarchical Fusion -- ST: Computational Bioimaging -- Ensemble Convolutional Neural Networks for the Detection of Microscopic Fusarium Oxysporum -- Offline versus Online Triplet Mining based on Extreme Distances of Histopathology Patches -- Multi-Label Classification of Panoramic Radiographic Images using a Convolutional Neural Network -- Ink Marker Segmentation in Histopathology Images Using Deep Learning -- P-FideNet: Plasmodium Falciparum Identification Neural Network -- Applications -- Lightless Fields: Enhancement and Denoising of Light-defficient Light Fields -- FA3D: Fast and Accurate 3D Object Detection -- Generalized Inverted Dirichlet Optimal predictor for Image inpainting -- BVNet: A 3D End-to-end Model Based on Point Cloud -- Evaluating Single Image Dehazing Methods Under Realistic Sunlight Haze -- Biometrics -- Deep Partial Occlusion Facial Expression Recognition via Improved CNN -- Towards an Effective Approach for Face Recognition with DCGANs Data Augmentation -- Controlled AutoEncoders to Generate Faces from Voices -- Gender and Age Estimation without Facial Information from Still Images -- Face Reenactment Based Facial Expression Recognition -- Motion and Tracking -- Coarse-to-Fine Object Tracking Using Deep Features and Correlation Filters -- Asynchronous Corner Tracking Algorithm based on Lifetime of Events for DAVIS Cameras -- TAGCN: Topology-Aware Graph Convolutional Network for Trajectory Prediction -- 3D articulated body model using anthropometric control points and an articulation video -- Body Motion Analysis for Golf Swing Evaluation -- Computer Graphics -- Simulation of High-Definition Pixel-Headlights -- ConcurrentHull: A Fast Parallel Computing Approach to the Convex Hull Problem -- A Data-Driven Creativity Measure for 3D Shapes -- Virtual Reality -- Walking in a Crowd Full of Virtual Characters: Effects of Virtual Character Appearance on Human Movement Behavior -- Improving Chinese Reading Comprehensions of Dyslexic Children via VR Reading -- Improving User Experience in Augmented Reality Mirrors with 3D Displays -- Passenger Anxiety about Virtual Driver Awareness During a Trip with a Virtual Autonomous Vehicle -- Investigating the Display Fidelity of Popular Head-Mounted Display Systems on Spatial Updating and Learning in VR -- ST: Computer Vision Advances in Geo-Spatial Applications and Remote Sensing -- Natural Disaster Building Damage Assessment Using a Two-Encoder U-Net -- Understanding Flooding Detection Using Overhead Imagery – Lessons Learned -- Hyperspectral Image Classification via Pyramid Graph Reasoning -- Semi-Supervised Fine-Tuning for Deep Learning Models in Remote Sensing Applications -- Scene Classification of Remote Sensing Images using convNet Features and Multi-grained Forest. En lÃnea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i
TÃtulo : 15th International Symposium, ISVC 2020, San Diego, CA, USA, October 5–7, 2020, Proceedings, Part II Tipo de documento: documento electrónico Autores: Bebis, George, ; Yin, Zhaozheng, ; Kim, Edward, ; Bender, Jan, ; Subr, Kartic, ; Kwon, Bum Chul, ; Zhao, Jian, ; Kalkofen, Denis, ; Baciu, George, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2020 Número de páginas: XXVIII, 777 p. 351 ilustraciones, 296 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-64559-5 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Sistemas de reconocimiento de patrones Visión por computador Inteligencia artificial IngenierÃa Informática Red de computadoras Reconocimiento de patrones automatizado IngenierÃa Informática y Redes Ãndice Dewey: 006.4 Reconocimiento de patrones por computador Resumen: Este conjunto de dos volúmenes de LNCS 12509 y 12510 constituye las actas arbitradas del 15.º Simposio Internacional sobre Computación Visual, ISVC 2020, que se suponÃa que se celebrarÃa en San Diego, CA, EE. UU. en octubre de 2020, pero se llevó a cabo virtualmente debido a la Pandemia de COVID-19. Los 118 artÃculos presentados en estos volúmenes fueron cuidadosamente revisados ​​y seleccionados entre 175 presentaciones. Los artÃculos están organizados en las siguientes secciones temáticas: Parte I: aprendizaje profundo; segmentación; visualización; análisis de vÃdeo y reconocimiento de eventos; ST: bioimagen computacional; aplicaciones; biometrÃa; movimiento y seguimiento; gráficos de computadora; realidad virtual; y ST: avances de la visión por computadora en aplicaciones geoespaciales y teledetección Parte II: reconocimiento/detección/categorización de objetos; reconstrucción 3D; análisis de imágenes médicas; visión para la robótica; reconocimiento de patrones estadÃsticos; carteles. Nota de contenido: Object Recognition/Detection/Categorization -- Few-shot Image Recognition with Manifolds -- A scale-aware YOLO model for pedestrian detection -- Image categorization using Agglomerative clustering based smoothed Dirichlet mixtures -- SAT-CNN: A Small Neural Network for Object Recognition from Satellite Imagery -- Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine-grained Visual Categorization -- 3D Reconstruction -- A Light-Weight Monocular Depth Estimation With Edge-Guided Occlusion Fading Reduction -- Iterative Closest Point with Minimal Free Space Constraints -- Minimal Free Space Constraints for Implicit Distance Bounds -- Medical Image Analysis -- Fetal Brain Segmentation using Convolutional Neural Networks with Fusion Strategies -- Fundus2Angio: A Novel Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography -- Multiscale Detection of Cancerous Tissue in High Resolution Slide Scans -- DeepTKAClassi er: Brand Classification of Total Knee Arthroplasty Implants using Explainable Deep Convolutional Neural Networks -- Multi-modal Image Fusion based on Weight Local Features and Novel Sum-Modified-Laplacian in Non-Subsampled Shearlet Transform Domain -- Robust Prostate Cancer Classification with Siamese Neural Networks -- Vision for Robotics -- Simple Camera-to-2D-LiDAR Calibration Method for General Use -- SalsaNext: Fast, Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds -- Mobile Manipulator Robot Visual Servoing and Guidance for Dynamic Target Grasping -- Statistical Pattern Recognition -- Interpreting Galaxy Deblender GAN from the Discriminator's Perspective -- Variational Bayesian Sequence to Sequence Networks for Memory-Efficient Sign Language Translation -- A Gaussian Process Upsampling Model for Improvements in Optical Character Recognition -- Posters -- Video based fire detection using Xception and ConvLSTM -- Highway Traffic Classification forthe Perception Level of Situation Awareness -- 3D-CNN for Facial Emotion Recognition in Videos -- Reducing Triangle Inequality Violations with Deep Learning and Its Application to Image Retrieval -- A Driver Guidance System to Support the Stationary Wireless Charging of Electric Vehicles -- An Efficient Tiny Feature Map Network For Real-Time Semantic Segmentation -- A Modified Syn2Real Network for Nighttime Rainy Image Restoration -- Unsupervised domain adaptation for person re-identification with few and unlabeled target data -- How Does Computer Animation Affect Our Perception Of Emotions in Video Summarization? -- Where's Wally: A Gigapixel Image Study for Face Recognition in Crowds -- Optical Flow Based Background Subtraction with a Moving Camera: Application to Autonomous Driving -- Deep Facial Expression Recognition with Occlusion Regularization -- Semantic Segmentation with Peripheral Vision -- Generator From Edges: Reconstruction of Facial Images -- CD2 : Combined Distances of Contrast Distributions for Image Quality Analysis -- Real-Time Person Tracking and Association on Doorbell Cameras -- MySnapFoodLog: Culturally Sensitive FoodPhoto-Logging App for Dietary BiculturalismStudies -- Hand Gesture Recognition Based on the Fusion of Visual and Touch Sensing Data -- Gastrointestinal Tract Anomaly Detection from Endoscopic Videos using Object Detection Approach -- A multimodal high level video segmentation for content targeted online advertising -- AI Playground: Unreal Engine-based Data Ablation Tool for Deep Learning -- Homework Helper: Providing Valuable Feedback on Math Mistakes -- Interface Design for HCI Classroom: From Learners' Perspective -- Pre-trained Convolutional Neural Network for the Diagnosis of Tuberculosis -- Near-Optimal Concentric Circles Layout -- Facial Expression Recognition and Ordinal Intensity Estimation: A Multilabel Learning Approach -- Prostate MRI Registration Using Siamese Metric Learning -- Unsupervised Anomaly Detection of the First Person in Gait from an Egocentric Camera -- Emotion Categorization from Video-frame Images using a Novel Sequential Voting Technique -- Systematic Optimization of Image Processing Pipelines Using GPUs -- A Hybrid Approach for Improved Image Similarity Using Semantic Segmentation -- Automated classification of Parkinson's Disease using Diffusion Tensor Imaging Data -- Nonlocal Adaptive Biharmonic Regularizer for Image Restoration -- A Robust Approach to Plagiarism Detection in Handwritten Documents -- Optical Coherence Tomography Latent Fingerprint Image Denoising -- CNN, Segmentation or Semantic Embeddings: Evaluating Scene Context for Trajectory Prediction -- Automatic Extraction of Joint Orientations in Rock Mass using PointNet and DBSCAN -- Feature Map Retargeting to Classify Biomedical Journal Figures -- Automatic 3D Object Detection from RGB-D data using PU-GAN -- Nodule Generation of Lung CT Images using a 3D Convolutional LSTM Network -- Conditional GAN for Prediction of Glaucoma Progression with Macular OpticalCoherence Tomography. En lÃnea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i 15th International Symposium, ISVC 2020, San Diego, CA, USA, October 5–7, 2020, Proceedings, Part II [documento electrónico] / Bebis, George, ; Yin, Zhaozheng, ; Kim, Edward, ; Bender, Jan, ; Subr, Kartic, ; Kwon, Bum Chul, ; Zhao, Jian, ; Kalkofen, Denis, ; Baciu, George, . - 1 ed. . - [s.l.] : Springer, 2020 . - XXVIII, 777 p. 351 ilustraciones, 296 ilustraciones en color.
ISBN : 978-3-030-64559-5
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave: Sistemas de reconocimiento de patrones Visión por computador Inteligencia artificial IngenierÃa Informática Red de computadoras Reconocimiento de patrones automatizado IngenierÃa Informática y Redes Ãndice Dewey: 006.4 Reconocimiento de patrones por computador Resumen: Este conjunto de dos volúmenes de LNCS 12509 y 12510 constituye las actas arbitradas del 15.º Simposio Internacional sobre Computación Visual, ISVC 2020, que se suponÃa que se celebrarÃa en San Diego, CA, EE. UU. en octubre de 2020, pero se llevó a cabo virtualmente debido a la Pandemia de COVID-19. Los 118 artÃculos presentados en estos volúmenes fueron cuidadosamente revisados ​​y seleccionados entre 175 presentaciones. Los artÃculos están organizados en las siguientes secciones temáticas: Parte I: aprendizaje profundo; segmentación; visualización; análisis de vÃdeo y reconocimiento de eventos; ST: bioimagen computacional; aplicaciones; biometrÃa; movimiento y seguimiento; gráficos de computadora; realidad virtual; y ST: avances de la visión por computadora en aplicaciones geoespaciales y teledetección Parte II: reconocimiento/detección/categorización de objetos; reconstrucción 3D; análisis de imágenes médicas; visión para la robótica; reconocimiento de patrones estadÃsticos; carteles. Nota de contenido: Object Recognition/Detection/Categorization -- Few-shot Image Recognition with Manifolds -- A scale-aware YOLO model for pedestrian detection -- Image categorization using Agglomerative clustering based smoothed Dirichlet mixtures -- SAT-CNN: A Small Neural Network for Object Recognition from Satellite Imagery -- Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine-grained Visual Categorization -- 3D Reconstruction -- A Light-Weight Monocular Depth Estimation With Edge-Guided Occlusion Fading Reduction -- Iterative Closest Point with Minimal Free Space Constraints -- Minimal Free Space Constraints for Implicit Distance Bounds -- Medical Image Analysis -- Fetal Brain Segmentation using Convolutional Neural Networks with Fusion Strategies -- Fundus2Angio: A Novel Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography -- Multiscale Detection of Cancerous Tissue in High Resolution Slide Scans -- DeepTKAClassi er: Brand Classification of Total Knee Arthroplasty Implants using Explainable Deep Convolutional Neural Networks -- Multi-modal Image Fusion based on Weight Local Features and Novel Sum-Modified-Laplacian in Non-Subsampled Shearlet Transform Domain -- Robust Prostate Cancer Classification with Siamese Neural Networks -- Vision for Robotics -- Simple Camera-to-2D-LiDAR Calibration Method for General Use -- SalsaNext: Fast, Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds -- Mobile Manipulator Robot Visual Servoing and Guidance for Dynamic Target Grasping -- Statistical Pattern Recognition -- Interpreting Galaxy Deblender GAN from the Discriminator's Perspective -- Variational Bayesian Sequence to Sequence Networks for Memory-Efficient Sign Language Translation -- A Gaussian Process Upsampling Model for Improvements in Optical Character Recognition -- Posters -- Video based fire detection using Xception and ConvLSTM -- Highway Traffic Classification forthe Perception Level of Situation Awareness -- 3D-CNN for Facial Emotion Recognition in Videos -- Reducing Triangle Inequality Violations with Deep Learning and Its Application to Image Retrieval -- A Driver Guidance System to Support the Stationary Wireless Charging of Electric Vehicles -- An Efficient Tiny Feature Map Network For Real-Time Semantic Segmentation -- A Modified Syn2Real Network for Nighttime Rainy Image Restoration -- Unsupervised domain adaptation for person re-identification with few and unlabeled target data -- How Does Computer Animation Affect Our Perception Of Emotions in Video Summarization? -- Where's Wally: A Gigapixel Image Study for Face Recognition in Crowds -- Optical Flow Based Background Subtraction with a Moving Camera: Application to Autonomous Driving -- Deep Facial Expression Recognition with Occlusion Regularization -- Semantic Segmentation with Peripheral Vision -- Generator From Edges: Reconstruction of Facial Images -- CD2 : Combined Distances of Contrast Distributions for Image Quality Analysis -- Real-Time Person Tracking and Association on Doorbell Cameras -- MySnapFoodLog: Culturally Sensitive FoodPhoto-Logging App for Dietary BiculturalismStudies -- Hand Gesture Recognition Based on the Fusion of Visual and Touch Sensing Data -- Gastrointestinal Tract Anomaly Detection from Endoscopic Videos using Object Detection Approach -- A multimodal high level video segmentation for content targeted online advertising -- AI Playground: Unreal Engine-based Data Ablation Tool for Deep Learning -- Homework Helper: Providing Valuable Feedback on Math Mistakes -- Interface Design for HCI Classroom: From Learners' Perspective -- Pre-trained Convolutional Neural Network for the Diagnosis of Tuberculosis -- Near-Optimal Concentric Circles Layout -- Facial Expression Recognition and Ordinal Intensity Estimation: A Multilabel Learning Approach -- Prostate MRI Registration Using Siamese Metric Learning -- Unsupervised Anomaly Detection of the First Person in Gait from an Egocentric Camera -- Emotion Categorization from Video-frame Images using a Novel Sequential Voting Technique -- Systematic Optimization of Image Processing Pipelines Using GPUs -- A Hybrid Approach for Improved Image Similarity Using Semantic Segmentation -- Automated classification of Parkinson's Disease using Diffusion Tensor Imaging Data -- Nonlocal Adaptive Biharmonic Regularizer for Image Restoration -- A Robust Approach to Plagiarism Detection in Handwritten Documents -- Optical Coherence Tomography Latent Fingerprint Image Denoising -- CNN, Segmentation or Semantic Embeddings: Evaluating Scene Context for Trajectory Prediction -- Automatic Extraction of Joint Orientations in Rock Mass using PointNet and DBSCAN -- Feature Map Retargeting to Classify Biomedical Journal Figures -- Automatic 3D Object Detection from RGB-D data using PU-GAN -- Nodule Generation of Lung CT Images using a 3D Convolutional LSTM Network -- Conditional GAN for Prediction of Glaucoma Progression with Macular OpticalCoherence Tomography. En lÃnea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i
Permalink
Permalink
Permalink
Permalink
Permalink
