Pattern Recognition and Computer Vision : 5th Chinese Conference, PRCV 2022, Shenzhen, China, November 4–7, 2022, Proceedings, Part I / edited by Shiqi Yu, Zhaoxiang Zhang, Pong C. Yuen, Junwei Han, Tieniu Tan, Yike Guo, Jianhuang Lai, Jianguo Zhang.

Format:

Book

Contributor:

Yu, Shiqi, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 13534

Language:

English

Subjects (All):

Image processing--Digital techniques.

Image processing.

Computer vision.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Local Subjects:

Computer Imaging, Vision, Pattern Recognition and Graphics.

Physical Description:

1 online resource (842 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2022.

Summary:

The 4-volume set LNCS 13534, 13535, 13536 and 13537 constitutes the refereed proceedings of the 5th Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2022, held in Shenzhen, China, in November 2022. The 233 full papers presented were carefully reviewed and selected from 564 submissions. The papers have been organized in the following topical sections: Theories and Feature Extraction; Machine learning, Multimedia and Multimodal; Optimization and Neural Network and Deep Learning; Biomedical Image Processing and Analysis; Pattern Classification and Clustering; 3D Computer Vision and Reconstruction, Robots and Autonomous Driving; Recognition, Remote Sensing; Vision Analysis and Understanding; Image Processing and Low-level Vision; Object Detection, Segmentation and Tracking.

Contents:

Theories and Feature Extraction

Architecture Colorization via Self-Supervised Learning and Instance Segmentation

Dual-rank attention module for fine-grained vehicle model recognition

Multi-View Geometry Distillation for Cloth-changing Person ReID

Triplet Ratio Loss for Robust Person Re-identification

TFAtrack:Temporal Feature Aggregration for UAV Tracking and A Unified Benchmark

Correlated Matching and Structure Learning for Unsupervised Domain Adaptation

Rider Re-identification Based on Pyramid Attention

Temporal Correlation-Diversity Representations for Video-based Person Re-Identication

FIMF Score-CAM: Score-CAM Based Visual Explanations via Fast Integrating Multiple Features of Local Space for Deep Networks

Learning Adaptive Progressive Representation for Group Re-identification

General High-Pass Convolution: A Novel Convolutional Layer for Image Manipulation Detection

Machine learning, Multimedia and Multimodal

Thangka Mural Line Drawing Based on Dense and Dual-Residual Architecture

Self-Supervised Adaptive Kernel Nonnegative Matrix Factorization

Driver Behavior Decision Making based on Multi-Action Deep Q Network in Dynamic Traffic Scenes

Federated Twin Support Vector Machine

Adversarial VAE with Normalizing Flows for Multi-Dimensional Classification

Fuzzy Twin Bounded Large Margin Distribution Machines

Harnessing Multi-Semantic Hypergraph for Few-Shot Learning

Deep Relevant Feature Focusing for Out-of-Distribution Generalization

Attributes based Visible-Infrared Person Re-identification

A Real-Time Polyp Detection Framework for Colonoscopy Video

Dunhuang Mural Line Drawing Based on Bi-Dexined Network and Adaptive Weight Learning

Attention-based Fusion of Directed Rotation Graphs for Skeleton-based Dynamic Hand Gesture Recognition

SteelyGAN: Semantic Unsupervised Symbolic Music GenreTransfer

Self-Supervised Learning for Sketch-Based 3D Shape Retrieval

Preference-aware Modality Representation and Fusion for Micro-video Recommendation

Multi-Intent Compatible Transformer Network for Recommendation

OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark under Heterogeneous AI Computing Platforms

CLIP Meets Video Captioning: Concept-Aware Representation Learning Does Matter

Attention-guided Multi-modal and Multi-scale fusion for Multispectral Pedestrian Detection

XPNet: Cross-Domain Prototypical Network for Zero-Shot Sketch-Based Image Retrieval

A high-order tensor completion algorithm based on Fully-Connected Tensor Network weighted optimization

Momentum Distillation Improves Multimodal Sentiment Analysis

Synthesizing Counterfactual Samples for Overcoming Moment Biases in Temporal Video Grounding

Multi-Grained Cascade Interaction Network for Temporal Activity Localization via Language

Part-based Multi-Scale Attention Network for Text-based Person Search

Deliberate Multi-Attention Network for Image Captioning

CTFusion: Convolutions Integrate with Transformers for Multi-modal Image Fusion

Heterogeneous Graph-based Finger Trimodal Fusion

Disentangled OCR: A More Granular Information for Text-to-Image" Retrieval

Optimization and Neural Network and Deep Learning

Cloth-Aware Center Cluster Loss for Cloth-Changing Person Re-identification

Efficient Channel Pruning via Architecture-Guided Search Space Shrinking

EFG-Net: A Unified Framework for Estimating Eye Gaze and Face Gaze Simultaneously

Local Point Matching Network for Stabilized Crowd Counting and Localization

Discriminative Distillation to Reduce Class Confusion in Continual Learning

Enhancing Transferability of Adversarial Examples with Spatial Momentum

AIA: Attention in Attention within Collaborate Domains

Infrared and Near-Infrared Image Generation via Content Consistency and Style Adversarial Learning

Adaptive Open Set Recognition with Multi-Modal Joint Metric Learning

Prior-Guided Multi-Scale Fusion Transformer for Face Attribute Recognition

KITPose: Keypoint-Interactive Transformer for Animal Pose Estimation

Few-Shot Object Detection via Understanding Convolution and Attention

Every Corporation Owns Its Structure: Corporate Credit Rating via Graph Neural Networks

Unsupervised Image Translation with GAN Prior

An adaptive PCA-like asynchronously deep reservoir computing for modeling data-driven soft sensors

Double Recursive Sparse Self-Attention Based Crowd Counting In The Cluttered Background

BiTMulV: Bidirectional-Decoding based Transformer With Multi-View Visual Representation for Image Captioning

An improved lightweight network based on MobileNetV3 for palmprint recognition

A Radar HRRP Target Recognition Method Based on Conditional Wasserstein VAEGAN and 1-D CNN

Partial Least Square Regression via Three-factor SVD-type Manifold Optimization for EEG Decoding

Single Deterministic Neural Network with Hierarchical Gaussian Mixture Model for Uncertainty Quantification

Exploring Masked Image Modeling for Face Anti-Spoofing.

Notes:

Includes index.

Other Format:

Print version: Yu, Shiqi Pattern Recognition and Computer Vision

ISBN:

9783031189074

3031189078