Advances in Visual Computing : 13th International Symposium, ISVC 2018, Las Vegas, NV, USA, November 19 - 21, 2018, Proceedings / edited by George Bebis, Richard Boyle, Bahram Parvin, Darko Koracin, Matt Turek, Srikumar Ramalingam, Kai Xu, Stephen Lin, Bilal Alsallakh, Jing Yang, Eduardo Cuervo, Jonathan Ventura.

Format:

Book

Contributor:

Bebis, George, Editor.

Boyle, Richard, Editor.

Parvin, Bahram., Editor.

Koracin, Darko., Editor.

Turek, Matt., Editor.

Ramalingam, Srikumar., Editor.

Xu, Kai, Editor.

Lin, Stephen, Editor.

Alsallakh, Bilal., Editor.

Yang, Jing, Editor.

Cuervo, Eduardo., Editor.

Ventura, Jonathan, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 11241

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 11241

Language:

English

Subjects (All):

Pattern recognition systems.

Computer vision.

Artificial intelligence.

Computer engineering.

Computer networks.

Data protection.

Automated Pattern Recognition.

Computer Vision.

Artificial Intelligence.

Computer Engineering and Networks.

Data and Information Security.

Local Subjects:

Automated Pattern Recognition.

Computer Vision.

Artificial Intelligence.

Computer Engineering and Networks.

Data and Information Security.

Physical Description:

1 online resource (XXI, 771 pages) : 535 illustrations, 322 illustrations in color.

Edition:

1st ed. 2018.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2018.

System Details:

text file PDF

Summary:

This book constitutes the refereed proceedings of the 13th International Symposium on Visual Computing, ISVC 2018, held in Las Vegas, NV, USA in November 2018. The total of 66 papers presented in this volume was carefully reviewed and selected from 91 submissions. The papers are organized in topical sections named: ST: computational bioimaging; computer graphics; visual surveillance; pattern recognition; vitrual reality; deep learning; motion and tracking; visualization; object detection and recognition; applications; segmentation; and ST: intelligent transportation systems. .

Contents:

ST: Computational Bioimaging

Automatic Registration of Serial Cerebral Angiography: A Comparative Review

Skull Stripping using Confidence Segmentation Convolution Neural Network

Skin Cancer Segmentation Using a Unified Markov Random Field

Heart Modeling by Convexity Preserving Segmentation and Convex Shape Decomposition

Computer Graphics I

PSO-based Newton-like Method and Iteration Processes in the Generation of Artistic Patterns

An Evaluation of Smoothing and Remeshing Techniques to Represent the Evolution of Real-World Phenomena

Biomimetic Perception Learning for Human Sensorimotor Control

Porous Structure Design in Tissue Engineering Using Anisotropic Radial Basis Functions

Visual Surveillance

Accurate and Efficient Non-Parametric Background Detection for Video Surveillance

A Low-Power Neuromorphic System for Real-Time Visual Activity Recognition

Video-based human action recognition using kernel relevance analysis

Robust Incremental Hidden Conditional Random Fields for Human Action Recognition

Pattern Recognition

Rotation Symmetry Object Classification using Structure Constrained Convolutional Neural Network

A Hough Space Feature for Vehicle Detection

Gender Classification Based on Facial Shape and Texture Features

Authentication-based on Biomechanics of Finger Movements captured using Optical Motion-Capture

Specific Document Sign Location Detection Based on Point Matching and Clustering

Virtual Reality I

Training in Virtual Environments for Hybrid Power Plants

Visualizing Viewpoint Movement on Driving by Space Information Rendering

Virtual Reality System for Children Lower Limb Strengthening with the use of Electromyographic Sensors

A Comparative Study of Virtual UI for Risk Assessment and Evaluation

Sensory Fusion and Intent Recognition for Accurate Gesture Recognition in Virtual Environments

Deep Learning I

Accuracy of a Driver-Assistance System in a Collision Scenario

Classify broiler viscera using an iterative approach on noisy labeled training data

Instance-level Object Recognition using Deep Temporal Coherence

DUPL-VR: Deep Unsupervised Progressive Learning for Vehicle Re-Identification

Motion and Tracking

Particle Filter Based Tracking and Mapping

Multi-Branch Siamese Networks with Online Selection for Object Tracking

Deep Convolutional Correlation Filters for Visual Tracking by Detection

The bird gets caught by the WORM: tracking multiple deformable objects in noisy environments using Weight ORdered Logic Maps

A Mumford Shah Style Unified Framework for Layering: Pitfalls and Solutions

Visualization

Visualization of Parameter Sensitivity of 2D Time-Dependent Flow

Non-stationary generalized Wishart process for enhancing resolution over diffusion tensor fields

Reduced-reference image quality assessment based on improved local binary pattern

Web system for visualization of weather data of the hydrometeorological network of Tungurahua, Ecuador

Analysis and Visualization of Sports Performance Anxiety in Tennis Matches

Object Detection and Recognition

Detailed sentence generation architecture for image semantics description

Pupil Localization Using Geodesic Distance

Parallel Curves Detection Using Multi-Agent System

Can Deep Learning Learn the Principle of Closed Contour Detection

Deep Learning II

DensSiam: End-to-End Densely-Siamese Network with Self-Attention Model for Object Tracking

Convolutional Adaptive Particle Filter with Multiple Models for Visual Tracking

Scale-aware RPN for Vehicle Detection

Object Detection to Assist Visually Impaired People: A Deep Neural Network Adventure

Large Scale Application Response Time Measurement using Image Recognition and Deep Learning

Applications I

Vision-Depth Landmarks and Inertial Fusion for Navigation in Degraded Visual Environments

Efficient Nearest Neighbors Search for Large-Scale Landmark Recognition

Patient's Body Motion Study using Multimodal RGBDT Videos

Marker based Thermal-Inertial Localization for Aerial Robots in Obscurant Filled Environments

Shape-based Smoothing of Binary Digital Objects Using Signed Distance Transform

Segmentation

Patch-based potentials for interactive contour extraction

A New Algorithm for Local Blur-Scale Computation and Edge Detection

Semantic Segmentation by Integrating Classifiers for Different Difficulty Levels

Applications II

Fast Image Dehazing Methods for Real-Time Video Processing

GPU Accelerated Non-Parametric Background Subtraction

Budget-constrained Online Video Summarisation of Egocentric Video Using Control Charts

p-Laplacian regularization of signals on directed graphs

A Dense-Depth Representation for VLAD descriptors in Content-Based Image Retrieval

Virtual Reality II

Augmented Reality System for Training and Assistance in the Management of Equipment and Industrial Instruments

Alternative Treatment for Spider Phobia through Virtual Reality Environments

The skyline as a marker for augmented reality in urban context

Oil Processes VR Training

ST: Intelligent Transportation Systems

Multiple Object Tracking in Urban Traffic Scenes with a Multiclass Object Detector

Autonomous Bus Boarding Robotic Wheelchair using Bidirectional Sensing Systems

Road User Abnormal Trajectory Detection using a Deep Autoencoder

Traffic Flow Classiffication Using Traffic Cameras.

Other Format:

Printed edition:

ISBN:

978-3-030-03801-4

9783030038014

Access Restriction:

Restricted for use by site license.