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

ISBN-13: 9783030337223 / Angielski / Miękka / 2019 / 590 str.

George Bebis; Richard Boyle; Bahram Parvin

Spis treści

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.