Advances in Visual Computing 14th International Symposium on Visual Computing ISVC 2019 Lake Tahoe NV USA October 7 9 2019 Proceedings Part I George 3030337200 9783030337209

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Product details:

• ISBN 10: 3030337200
• ISBN 13: 9783030337209
• Author: George Bebis

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.

Table of contents:

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 Spherically Projected 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 Visual Scripting
Automatic Camera Path Generation from 360 Video
Highlighting Techniques for 360° Video 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 of Bridges 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
Correction to: DeepGRU: Deep Gesture Recognition Utility

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