Advances in Visual Computing : 14th International Symposium on Visual Computing, ISVC 2019, Lake Tahoe, NV, USA, October 7-9, 2019, Proceedings, Part I / 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 (Richard David), 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 (Springer-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 11844.

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 11844

Language:

English

Subjects (All):

Pattern perception.

Optical data processing.

Artificial intelligence.

Computer organization.

Data protection.

Pattern Recognition.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Artificial Intelligence.

Computer Systems Organization and Communication Networks.

Security.

Local Subjects:

Pattern Recognition.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Artificial Intelligence.

Computer Systems Organization and Communication Networks.

Security.

Physical Description:

1 online resource (XXXV, 698 pages) : 398 illustrations, 297 illustrations in color.

Edition:

First edition 2019.

Contained In:

Springer eBooks

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:

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.

Other Format:

Printed edition:

ISBN:

978-3-030-33720-9

9783030337209

Access Restriction:

Restricted for use by site license.