| 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 |
|  |
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