Pattern Recognition and Computer Vision : 5th Chinese Conference, PRCV 2022, Shenzhen, China, November 4–7, 2022, Proceedings, Part III / 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 ; 13536

Language:

English

Subjects (All):

Image processing--Digital techniques.

Image processing.

Computer vision.

Artificial intelligence.

Computer engineering.

Computer networks.

Computer systems.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Artificial Intelligence.

Computer Engineering and Networks.

Computer System Implementation.

Computer Communication Networks.

Local Subjects:

Computer Imaging, Vision, Pattern Recognition and Graphics.

Artificial Intelligence.

Computer Engineering and Networks.

Computer System Implementation.

Computer Communication Networks.

Physical Description:

1 online resource (789 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer Nature Switzerland : 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:

3D Computer Vision and Reconstruction, Robots and Autonomous Driving

Locally Geometry-Aware Improvements of LOP for Ecient Skeleton Extraction

Spherical Transformer: Adapting Spherical Signal to Convolutional Networks

Waterfall-Net: Waterfall Feature Aggregation for Point Cloud Semantic Segmentation

Sparse LiDAR and Binocular Stereo Fusion Network for 3D Object Detection

Full Head Performance Capture Using Multi-Scale Mesh Propagation

Learning Cross-domain Features for Domain Generalization on Point Clouds

Unsupervised Pre-training for 3D Object Detection with Transformer

Global Patch Cross-Attention for Point Cloud Analysis

EEP-Net: Enhancing local neighborhood features and Ecient semantic segmentation of scale Point Clouds

CARR-Net: Leveraging on Subtle Variance of Neighbors for Point Cloud Semantic Segmentation

3D Meteorological Radar Data Visualization with Point Cloud Completion and Poisson Surface Reconstruction

JVLDLoc: a Joint Optimization of Visual-LiDAR Constraints and Direction Priors for Localization in Driving Scenario

A Single-pathway Biomimetic Model for Potential Collision Prediction

PilotAttnNet: Multi-Modal Attention Network for End-to-End Steering Control

Stochastic Navigation Command Matching for Imitation Learning of a Driving Policy

Recognition, Remote Sensing

Group Activity Representation Learning with Self-Supervised Predictive Coding

Skeleton-Based Action Quality Assessment via Partially Connected LSTM with Triplet Losses

Hierarchical Long-Short Transformer for Group Activity Recognition

GNN-based structural dynamics simulation for modular buildings

Semantic-Augmented Local Decision Aggregation Network for Action Recognition

Consensus-Guided Keyword Targeting for Video Captioning

Handwritten Mathematical Expression Recognition via GCAttention- Based Encoder and Bidirectional Mutual Learning Transformer

Semi- and Self-Supervised Learning for Scene Text Recognition with Fewer Labels

TMCR: A Twin Matching Networks for Chinese Scene Text Retrieval

Thai Scene Text Recognition with Character Combination

Automatic Examination Paper Scores Calculation and Grades Analysis Based on OpenCV

Efficient License Plate Recognition via Parallel Position-aware Attention

Semantic-Aware Non-Local Network for Handwritten Mathematical Expression Recognition

Math Word Problem Generation with Memory Retrieval

Traditional Mongolian Script Standard Compliance Testing Based on Deep Residual Network and Spatial Pyramid Pooling

FOV Recognizer: Telling the Field of View of Movie Shots

Multi-Level Temporal Relation Graph for Continuous Sign Language Recognition.-Beyond Vision: A Semantic Reasoning Enhanced Model for Gesture Recognition with Improved Spatiotemporal Capacity

SemanticGAN: Facial Image Editing with Semantic to Realize Consistency

Least-squares Estimation of Keypoint Coordinate for Human Pose Estimation

Joint Pixel-level and Feature-level Unsupervised Domain Adaptation for Surveillance Face Recognition

Category-oriented Adversarial Data Augmentation via Statistic Similarity for Satellite Images

A Multi-scale Convolutional Neural Network Based on Multilevel Wavelet Decomposition for Hyperspectral Image Classification

High Spatial Resolution Remote Sensing Imagery Classification Based on Markov Random Field Model Integrating Granularity and Semantic Feature

Feature Difference Enhancement Fusion for Remote Sensing Image Change Detection

WAFormer Ship Detection in SAR Images Based on Window-aware Swin-Transformer

EllipseIoU: A General Metric for Aerial Object Detection

Transmission tower detection algorithm based on feature-enhanced convolutional network in remote sensing image

Vision Analysis and Understanding

Mining Diverse Clues with Transformers for Person Re-identification

Mutual Learning Inspired Prediction Network for Video Anomaly Detection

Weakly Supervised Video Anomaly Detection with Temporal and Abnormal Information

Towards Class Interpretable Vision Transformer with Multi-Class-Tokens

Multimodal Violent Video Recognition based on Mutual Distillation

YFormer: a New Transformer Architecture for Video-query Based Video Moment Retrieval

Hightlight Video Detection in Figure Skating

Memory Enhanced Spatial-Temporal Graph Convolutional Autoencoder for Human-related Video Anomaly Detection

Background Suppressed and Motion Enhanced Network for Weakly Supervised Video Anomaly Detection

Dirt Detection and Segmentation Network for Autonomous Washing Robots

Finding Beautiful and Happy Images for Mental Health and Well-being Applications

Query-UAP: Query-ecient Universal Adversarial Perturbation for Large-scale Person Re-Identification Attack

Robust Person Re-identification with Adversarial Examples Detection and Perturbation Extraction

Self-Supervised and Template-Enhanced Unknown-Defect Detection

JoinTW: A Joint Image-to-Image Translation and Watermarking Method.

Notes:

Includes bibliographical references and index.

Other Format:

Print version: Yu, Shiqi Pattern Recognition and Computer Vision

ISBN:

9783031189135

3031189132