Pattern Recognition and Computer Vision : Second Chinese Conference, PRCV 2019, Xi'an, China, November 8-11, 2019, Proceedings, Part I / edited by Zhouchen Lin, Liang Wang, Jian Yang, Guangming Shi, Tieniu Tan, Nanning Zheng, Xilin Chen, Yanning Zhang.

Format:

Book

Contributor:

Lin, Zhouchen, editor.

Wang, Liang, editor.

Yang, Jian, editor.

Shi, Guangming, 1965- editor.

Tan, Tieniu, editor.

Zheng, Nanning, editor.

Chen, Xilin, editor.

Zhang, Yanning, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 11857.

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 11857

Language:

English

Subjects (All):

Optical data processing.

Artificial intelligence.

Computers.

Image Processing and Computer Vision.

Artificial Intelligence.

Information Systems and Communication Service.

Local Subjects:

Image Processing and Computer Vision.

Artificial Intelligence.

Information Systems and Communication Service.

Physical Description:

1 online resource (XXX, 629 pages) : 301 illustrations, 211 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:

The three-volume set LNCS 11857, 11858, and 11859 constitutes the refereed proceedings of the Second Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2019, held in Xi'an, China, in November 2019. The 165 revised full papers presented were carefully reviewed and selected from 412 submissions. The papers have been organized in the following topical sections: Part I: Object Detection, Tracking and Recognition, Part II: Image/Video Processing and Analysis, Part III: Data Analysis and Optimization.

Contents:

Channel Feature Enhanced Detector for Small Ball Detection

High-order Graph Convolutional Network for Skeleton-based Human Action Recognition

Multi-scale Spatial-temporal Attention for Action Recognition

Reading Digital Numbers of Water Meter with Deep Learning Based Object Detector

Exploiting Category-level Semantic Relationships for Fine-grained Image Recognition

On the Multi-scale Real-time Object Detection Using ResNet

Learning Attention Regulizaiton Correlation Filter for Visual Tracking

Target Tracking Via Two-branch Spatio-temporal Regularized Correlation Filter Network

A Real-time Rock-Paper-Scissor Hand Gesture Recognition System Based on FlowNet and Event Camera

Cross-category Cross-semantic Regularization for Fine-grained Image Recognition

The Multi-task Fully Convolutional Siamese Network with Correlation Filter Layer for Real-time Visual Tracking

Table Detection Using Boundary Refining via Corner Locating

Dictionary Learning and Confidence Map Estimation-based Tracker for Robot-assisted Therapy System

Power Line Corridor Lidar Point Cloud Segmentation Using Convolutional Neural Network

Face Liveness Detection Based on Client Identity Using Siamese Network

Learning Weighted Video Segments for Temporal Action Localization

REAPS: Towards Better Recognition of Fine-grained Images by Region Attending and Part Sequencing

Weakly-supervised Action Recognition and Localization via Knowledge Transfer

Visual Tracking with Levy Flight Grasshopper Optimization Algorithm

Exploring Context Information for Accurate and Fast Object Detection

A Novel Method for Thermal Image Based Electrical-equipment Detection

State Detection of Electrical Equipment Based on Infrared Thermal Imaging Technology

Attention Based Convolutional Recurrent Neural Network for Environmental Sound Classification

Salient Object Detection via Light-weight Multi-Path Refinement Networks

Visual Object Tracking via An Improved Lightweight Siamese Network

A Simple and Robust Attentional Encoder-decoder Model for License Plate Recognition

Semi-supervised Deep Neural Networks for Object Detection in Video Surveillance Systems

YNBIRDS: A System for Fine-grained Bird Image Recognition

Quadratic Approximation Greedy Pursuit for Cardinality-constrained Sparse Learning

Iterative Discriminative Domain Adaptation

Common Structured Low-rank Matrix Recovery for Cross-view Classification

Pruning Convolutional Neural Networks via Stochastic Gradient Hard Thresholding

Channel and Constraint Compensation for Generative Adversarial Networks

Faster Real-time Face Alignment Method on CPU

A Siamese Pedestrian Alignment Network for Person Re-identification

Training Low Bitwidth Model with Weight Normalization for Convolutional Neural Networks

Virtual Adversarial Training on Graph Convolutional Networks in Node Classification

Brain Functional Connectivity Augmentation Method for Mental Disease Classification with Generative Adversarial Network

Attention-based Label Consistency for Semi-supervised Deep Learning

Semantic Reanalysis of Scene Words in Visual Question Answering

A Dustbin Category Based Feedback Incremental Learning Strategy for Hierarchical Image Classification

Spatial-temporal Fusion Network with Residual Learning and Attention Mechanism: A Benchmark for Video-based Group Re-ID

Architectural Style Classification Based on DNN Model

DAEIMP: Denoising Autoencoder-based Imputation of Sleep Heart Health Study for Identification of Cardiovascular Diseases

Fabric Defect Detection Based on Lightweight Neural Network

Person Re-identification with Neural Architecture Search

Deep Convolutional Center-based Clustering

Exponential Moving Averaged Q-network for DDPG

Multi-scale Convolutional Neural Network Based on 3D Context Fusion for Lesion Detection

Orientation Adaptive YOLOv3 for Object Detection in Remote Sensing Images

Neural Ordinary Differential Equations with Envolutionary Weights

Infrared Image Segmentation for Photovoltaic Panels Based on Res-UNet.

Other Format:

Printed edition:

ISBN:

978-3-030-31654-9

9783030316549

Access Restriction:

Restricted for use by site license.