Advances in Visual Computing: 14th International Symposium on Visual Computing, Isvc 2019, Lake Tahoe, Nv, Usa, October 7-9, 2019, Proceedings, Part

ISBN-13: 9783030337193 / Angielski / Miękka / 2019 / 698 str.

George Bebis; Richard Boyle; Bahram Parvin

Spis treści

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 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.