Autor Koracin, Darko
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Documentos disponibles escritos por este autor (4)
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
Título : 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 Ingeniería Informática Red de computadoras Protección de datos Reconocimiento de patrones automatizado Ingeniería Informática y Redes Seguridad de datos e información Índice 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 artículos presentados en este volumen fue cuidadosamente revisado y seleccionado entre 91 presentaciones. Los artículos 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 línea: 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 Ingeniería Informática Red de computadoras Protección de datos Reconocimiento de patrones automatizado Ingeniería Informática y Redes Seguridad de datos e información Índice 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 artículos presentados en este volumen fue cuidadosamente revisado y seleccionado entre 91 presentaciones. Los artículos 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 línea: 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
Título : 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 Ingeniería Informática Red de computadoras Protección de datos Reconocimiento de patrones automatizado Imágenes por computadora visión reconocimiento de patrones y gráficos Ingeniería Informática y Redes Seguridad de datos e información Índice 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 artículos presentados en este volumen doble fueron cuidadosamente revisados y seleccionados entre 163 presentaciones. Los artículos están organizados en las siguientes secciones temáticas: Aprendizaje profundo I; Gráficos por Computadora I; Segmentación/Reconocimiento; Análisis de vídeo y reconocimiento de eventos; Visualización; ST: Visión Computacional, IA y métodos Matemáticos para el Análisis de Imágenes Biomédicas y Biológicas; Biometría; 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 Classification 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 Hagfish -- 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 Identification 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 Identification 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 Identification -- Automatic Estimation of Arterial Input Function in Digital Subtraction Angiography -- Biometrics -- One-Shot-Learning for Visual Lip-Based Biometric Authentication -- Age Group and Gender Classification of Unconstrained Faces -- Efficient 3D Face Recognition in Uncontrolled Environment -- Pupil Center Localization Using SOMA and CNN -- Real-Time Face Features Localization with Recurrent Refined Dense CNN Architectures -- Virtual Reality I -- Estimation of the distance between fingertips 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 Classification 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 Densification. En línea: 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 Ingeniería Informática Red de computadoras Protección de datos Reconocimiento de patrones automatizado Imágenes por computadora visión reconocimiento de patrones y gráficos Ingeniería Informática y Redes Seguridad de datos e información Índice 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 artículos presentados en este volumen doble fueron cuidadosamente revisados y seleccionados entre 163 presentaciones. Los artículos están organizados en las siguientes secciones temáticas: Aprendizaje profundo I; Gráficos por Computadora I; Segmentación/Reconocimiento; Análisis de vídeo y reconocimiento de eventos; Visualización; ST: Visión Computacional, IA y métodos Matemáticos para el Análisis de Imágenes Biomédicas y Biológicas; Biometría; 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 Classification 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 Hagfish -- 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 Identification 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 Identification 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 Identification -- Automatic Estimation of Arterial Input Function in Digital Subtraction Angiography -- Biometrics -- One-Shot-Learning for Visual Lip-Based Biometric Authentication -- Age Group and Gender Classification of Unconstrained Faces -- Efficient 3D Face Recognition in Uncontrolled Environment -- Pupil Center Localization Using SOMA and CNN -- Real-Time Face Features Localization with Recurrent Refined Dense CNN Architectures -- Virtual Reality I -- Estimation of the distance between fingertips 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 Classification 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 Densification. En línea: 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
Título : 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 Índice 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 artículos presentados en este volumen doble fueron cuidadosamente revisados y seleccionados entre 163 presentaciones. Los artículos están organizados en las siguientes secciones temáticas: Aprendizaje profundo I; Gráficos por Computadora I; Segmentación/Reconocimiento; Análisis de vídeo y reconocimiento de eventos; Visualización; ST: Visión Computacional, IA y métodos Matemáticos para el Análisis de Imágenes Biomédicas y Biológicas; Biometría; 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 Classification of Ulcerative Colitis Severity in Colonoscopy Videos using CNN -- Infinite 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 Confidence -- 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 Deficit 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 Classification -- 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 Modified Viola-Jones Detector for Low-cost Localization of Car Plates -- Evaluating fiber 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 línea: 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 Índice 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 artículos presentados en este volumen doble fueron cuidadosamente revisados y seleccionados entre 163 presentaciones. Los artículos están organizados en las siguientes secciones temáticas: Aprendizaje profundo I; Gráficos por Computadora I; Segmentación/Reconocimiento; Análisis de vídeo y reconocimiento de eventos; Visualización; ST: Visión Computacional, IA y métodos Matemáticos para el Análisis de Imágenes Biomédicas y Biológicas; Biometría; 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 Classification of Ulcerative Colitis Severity in Colonoscopy Videos using CNN -- Infinite 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 Confidence -- 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 Deficit 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 Classification -- 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 Modified Viola-Jones Detector for Low-cost Localization of Car Plates -- Evaluating fiber 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 línea: 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
Título : Marine Fog: Challenges and Advancements in Observations, Modeling, and Forecasting Tipo de documento: documento electrónico Autores: Koracin, Darko, ; Dorman, Clive E., Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2017 Número de páginas: VIII, 537 p. 403 ilustraciones, 322 ilustraciones en color. ISBN/ISSN/DL: 978-3-319-45229-6 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Geografía Física Oceanografía ciencia atmosférica Desastres naturales Ciencias ambientales Física Ciencias del sistema terrestre Ciencias Oceánicas Peligros Naturales Física Ambiental Índice Dewey: 550 Ciencias de la tierra Resumen: Este volumen presenta la historia de la investigación y las aplicaciones de la niebla marina y analiza los procesos físicos que conducen a la formación, evolución y disipación de la niebla. Se hará especial hincapié en los desafíos y avances de la observación y modelación de la niebla, así como en los esfuerzos hacia la predicción operativa de la niebla y los vínculos y retroalimentación entre la niebla marina y el medio ambiente. Nota de contenido: Introduction -- Worldwide Marine Fog Occurrence and Climatology -- Early and Recent Observational Techniques for Fog -- Turbulence in Marine Fog -- Radiation in Marine Fog -- Synoptic processes -- Marine Fog: A Review on Microphysics and Visibility Prediction -- Precipitation and Fog -- Modeling and Forecasting Marine Fog -- Ensemble Fog Prediction -- Multi-spectral Remote Sensing of Sea Fog with Simultaneous Passive Infrared and Microwave Sensors. En línea: 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 Marine Fog: Challenges and Advancements in Observations, Modeling, and Forecasting [documento electrónico] / Koracin, Darko, ; Dorman, Clive E., . - 1 ed. . - [s.l.] : Springer, 2017 . - VIII, 537 p. 403 ilustraciones, 322 ilustraciones en color.
ISBN : 978-3-319-45229-6
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave: Geografía Física Oceanografía ciencia atmosférica Desastres naturales Ciencias ambientales Física Ciencias del sistema terrestre Ciencias Oceánicas Peligros Naturales Física Ambiental Índice Dewey: 550 Ciencias de la tierra Resumen: Este volumen presenta la historia de la investigación y las aplicaciones de la niebla marina y analiza los procesos físicos que conducen a la formación, evolución y disipación de la niebla. Se hará especial hincapié en los desafíos y avances de la observación y modelación de la niebla, así como en los esfuerzos hacia la predicción operativa de la niebla y los vínculos y retroalimentación entre la niebla marina y el medio ambiente. Nota de contenido: Introduction -- Worldwide Marine Fog Occurrence and Climatology -- Early and Recent Observational Techniques for Fog -- Turbulence in Marine Fog -- Radiation in Marine Fog -- Synoptic processes -- Marine Fog: A Review on Microphysics and Visibility Prediction -- Precipitation and Fog -- Modeling and Forecasting Marine Fog -- Ensemble Fog Prediction -- Multi-spectral Remote Sensing of Sea Fog with Simultaneous Passive Infrared and Microwave Sensors. En línea: 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
