Buch, Englisch, Band 13534, 829 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 1258 g
5th Chinese Conference, PRCV 2022, Shenzhen, China, November 4¿7, 2022, Proceedings, Part I
Buch, Englisch, Band 13534, 829 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 1258 g
Reihe: Lecture Notes in Computer Science
ISBN: 978-3-031-18906-7
Verlag: Springer International Publishing
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.
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
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.
