Pattern Recognition and Computer Vision
Springer International Publishing (Verlag)
978-3-031-18906-7 (ISBN)
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.
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.- Infra
| Erscheinungsdatum | 14.10.2022 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science |
| Zusatzinfo | XVIII, 829 p. 267 illus., 257 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 1276 g |
| Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
| Schlagworte | Applications • Computer Science • conference proceedings • Informatics • Research |
| ISBN-10 | 3-031-18906-X / 303118906X |
| ISBN-13 | 978-3-031-18906-7 / 9783031189067 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
| Haben Sie eine Frage zum Produkt? |
aus dem Bereich
