Advances in Visual Computing : 14th International Symposium on Visual Computing, ISVC 2019, Lake Tahoe, NV, USA, October 7-9, 2019, Proceedings, Part II / edited by George Bebis, Richard Boyle, Bahram Parvin, Darko Koracin, Daniela Ushizima, Sek Chai, Shinjiro Sueda, Xin Lin, Aidong Lu, Daniel Thalmann, Chaoli Wang, Panpan Xu.

Format:

Book

Contributor:

Bebis, George, Editor.

Boyle, Richard, Editor.

Parvin, Bahram., Editor.

Koracin, Darko., Editor.

Ushizima, Daniela, Editor.

Chai, Sek, Editor.

Sueda, Shinjiro., Editor.

Lin, Xin, Editor.

Lu, Aidong., Editor.

Thalmann, Daniel, Editor.

Wang, Chaoli, Editor.

Xu, Panpan., Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 11845

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 11845

Language:

English

Subjects (All):

Pattern recognition systems.

Image processing-Digital techniques.

Computer vision.

Artificial intelligence.

Computer networks.

Data protection.

Automated Pattern Recognition.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Artificial Intelligence.

Computer Communication Networks.

Data and Information Security.

Local Subjects:

Automated Pattern Recognition.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Artificial Intelligence.

Computer Communication Networks.

Data and Information Security.

Physical Description:

1 online resource (XXVII, 590 pages) : 296 illustrations, 248 illustrations in color.

Edition:

1st ed. 2019.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2019.

System Details:

text file PDF

Summary:

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.

Contents:

Applications II

Dual Snapshot Hyperspectral Imaging System for 41-band Spectral Analysis and 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.

Other Format:

Printed edition:

ISBN:

978-3-030-33723-0

9783030337230

Access Restriction:

Restricted for use by site license.