This book constitutes the refereed proceedings of the 14th International Symposium on Visual Computing, ISVC 2019, held in Lake Tahoe, NV, USA in October 2019.
The 100 papers presented in this double volume were carefully reviewed and selected from 163 submissions. The papers are organized into the following topical sections: Deep Learning I; Computer Graphics I; Segmentation/Recognition; Video Analysis and Event Recognition; Visualization; ST: Computational Vision, AI and Mathematical methods for Biomedical and Biological Image Analysis; Biometrics; Virtual Reality I; Applications I; ST: Vision for Remote Sensing and Infrastructure Inspection; Computer Graphics II; Applications II; Deep Learning II; Virtual Reality II; Object Recognition/Detection/Categorization; and Poster.
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 Fundamental Programming Principles Using Visualillegalscripting.- 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.
This book constitutes the refereed proceedings of the 14th International Symposium on Visual Computing, ISVC 2019, held in Lake Tahoe, NV, USA in October 2019. The 100 papers presented in this double volume were carefully reviewed and selected from 163 submissions. Computer Graphics II; Applications II; Virtual Reality II;
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 Tra c 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 E cient Exploration.- Visualization.- Information Visualization for Highlighting Con icts 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.- E cient 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 Re ectance of Anisotropic Materials using Two Handheld Cameras.- FunPlogs - A Serious Puzzle Mini-Game for Learning FundamentalProgramming Principles Using Visualillegalscripting.- 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.
Inhaltsverzeichnis
Deep Learning I.- Application of Image Classi¿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 Hag¿sh.- Interactive 3D Visualization for Monitoring and Analysis of Geographical Träc 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 Identi¿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 E¿cient Exploration.- Visualization.- Information Visualization for Highlighting Con¿icts in Educational Timetabling Problems.- ContourNet: Salient Local Contour Identi¿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 Identi¿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 Classi¿cation of Unconstrained Faces.- E¿cient 3D Face Recognition in Uncontrolled Environment.- Pupil Center Localization Using SOMA and CNN.- Real-Time Face Features Localization with Recurrent Re¿ned Dense CNN Architectures.- Virtual Reality I.- Estimation of the distance between ¿ngertips using silhouette and texture information of dorsal of hand.- Measuring Re¿ectance of Anisotropic Materials using Two Handheld Cameras.- FunPlogs - A Serious Puzzle Mini-Game for Learning FundamentalProgramming Principles Using Visualillegalscripting.- 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 Classi¿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 Densi¿cation.
Klappentext
This book constitutes the refereed proceedings of the 14th International Symposium on Visual Computing, ISVC 2019, held in Lake Tahoe, NV, USA in October 2019.
The 100 papers presented in this double volume were carefully reviewed and selected from 163 submissions. The papers are organized into the following topical sections: Deep Learning I; Computer Graphics I; Segmentation/Recognition; Video Analysis and Event Recognition; Visualization; ST: Computational Vision, AI and Mathematical methods for Biomedical and Biological Image Analysis; Biometrics; Virtual Reality I; Applications I; ST: Vision for Remote Sensing and Infrastructure Inspection; Computer Graphics II; Applications II; Deep Learning II; Virtual Reality II; Object Recognition/Detection/Categorization; and Poster.
