Título :	4th Chinese Conference, PRCV 2021, Beijing, China, October 29 – November 1, 2021, Proceedings, Part II
Tipo de documento:	documento electrónico
Autores:	Ma, Huimin, ; Wang, Liang, ; Zhang, Changshui, ; Wu, Fei, ; Tan, Tieniu, ; Wang, Yaonan, ; Lai, Jianhuang, ; Zhao, Yao,
Mención de edición:	1 ed.
Editorial:	[s.l.] : Springer
Fecha de publicación:	2021
Número de páginas:	XX, 677 p. 262 ilustraciones, 245 ilustraciones en color.
ISBN/ISSN/DL:	978-3-030-88007-1
Nota general:	Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave:	Aprendizaje automático  Aplicaciones informáticas y de sistemas de información  Ingeniería Informática y Redes  Application software  Visión por computador  Ingeniería Informática  Red informática
Índice Dewey:	006.37 Visión artificial
Resumen:	El conjunto de cuatro volúmenes LNCS 13019, 13020, 13021 y 13022 constituye las actas arbitradas de la 4.ª Conferencia China sobre reconocimiento de patrones y visión por computadora, PRCV 2021, celebrada en Beijing, China, en octubre-noviembre de 2021. Los 201 artículos completos presentados fueron cuidadosamente revisado y seleccionado entre 513 presentaciones. Los artículos se han organizado en las siguientes secciones temáticas: Detección, seguimiento y reconocimiento de objetos; Visión por Computador, Teorías y Aplicaciones, Procesamiento y Análisis Multimedia; Procesamiento de imágenes y visión de bajo nivel; Procesamiento y Análisis de Imágenes Biomédicas; Aprendizaje automático, redes neuronales y aprendizaje profundo, y nuevos avances en la percepción y comprensión visual.
Nota de contenido:	Computer Vision, Theories and Applications -- Dynamic Fusion Network For Light Field Depth Estimation -- Metric Calibration of Aerial on-board Multiple Non-overlapping Cameras based on Visual and Inertial Measurement Data -- SEINet: Semantic-Edge Interaction Network for Image Manipulation Localization -- Video-Based Reconstruction of Smooth 3D Human Body Motion -- A Unified Modular Framework with Deep Graph Convolutional Networks for Multi-Label Image Recognition -- 3D Correspondence Grouping with Compatibility Features -- Contour-Aware Panoptic Segmentation Network -- VGG-CAE: Unsupervised Visual Place Recognition Using VGG16-based Convolutional Autoencoder -- Slice Sequential Network: A Lightweight Unsupervised Point Cloud Completion Network -- From Digital Model to Reality Application: A Domain Adaptation Method for Rail Defect Detection -- FMixAugment for Semi-Supervised Learning with Consistency Regularization -- IDANet: Iterative D-LinkNets with Attention for Road Extraction from High-resolution Satellite Imagery -- Disentangling Deep Network for Reconstructing 3D Object Shapes from Single 2D Images -- AnchorConv: Anchor Convolution for Point Clouds Analysis -- IFR: Iterative Fusion Based Recognizer For Low Quality Scene Text Recognition -- Immersive Traditional Chinese Portrait Painting: Research on Style Transfer and Face Replacement -- Multi-camera extrinsic auto-calibration using pedestrians in occluded environments -- Dual-Layer Barcodes -- Graph Matching based Robust Line Segment Correspondence for Active Camera Relocalization -- Unsupervised learning framework for 3D reconstruction from face sketch -- HEI-Human: A Hybrid Explicit and Implicit Method for Single-view 3D Clothed Human Reconstruction -- A Point Cloud Generative Model via Tree-Structured Graph Convolutions for 3D Brain Shape Reconstruction -- 3D-SceneCaptioner: Visual Scene Captioning Network for Three-Dimensional Point Clouds -- Soccer Field Registration Based on Geometric Constraint and Deep Learning Method -- Enhancing Latent Features for Unsupervised Video Anomaly Detection -- Adaptive Anomaly Detection Network for Unseen Scene Without Fine-tuning -- Facial Expression Recognition Based on Multi-scale Feature Fusion Convolutional Neural Network and Attention Mechanism -- Separable Reversible Data Hiding based on Integer Mapping and Multi-MSB Prediction for Encrypted 3D Mesh Models -- MPN: Multi-Scale Progressive Restoration Network For Unsupervised Defect Detection -- Scene-Aware Ensemble Learning For Robust Crowd Counting -- Complementary Temporal Classification Activation Maps in Temporal Action Localization -- Improve Semantic Correspondence by Filtering the Correlation Scores in both Image Space and Hough Space -- A Simple Network with Progressive Structure for Salient Object Detection -- Feature Enhancement and Multi-Scale Cross-Modal Attention for RGB-D Salient Object Detection -- Improving Unsupervised Learning of Monocular Depth and Ego-motion via Stereo Network -- A non-autoregressivedecoding model based on joint classification for 3D human pose regression -- Multimedia Processing and Analysis -- Multiple Semantic Embedding with Graph Convolutional Networks for Multi-Label Image Classification -- AMEN: Adversarial Multi-Space Embedding Network for Text-based Person Re-identification -- AFM-RNN: A Sequent Prediction Model for Delineating Building Rooftops from Remote Sensing Images by Integrating RNN with Attraction Field Map -- Attribute-level Interest Matching Network for Personalized Recommendation -- Variational Deep Representation Learning for Cross-Modal Retrieval -- Vein Centerline Extraction of Visible images Based on Tracking Method -- Discrete Bidirectional Matrix Factorization Hashing for Zero-Shot Cross-Media Retrieval -- Dual Stream Fusion Network for Multi-spectral High Resolution Remote Sensing Image Segmentation -- Multi-scale Extracting and Second-order Statistics for Lightweight Steganalysis -- HTCN: Harmonious Text Colorization Network for Visual-Textual Presentation Design -- A Fast Method for Extracting parameters of Circular Objects -- GGRNet: Global Graph Reasoning Network for Salient Object Detection in Optical Remote Sensing Images -- A Combination Classifier of Polarimetric SAR image Based on D-S Evidence Theory -- Image Tampering Localization Using Unified Two-Stream Features Enhanced with Channel and Spatial Attention -- An End-to-End Mutual Enhancement Network toward Image Compression and Semantic Segmentation -- Deep Double Center Hashing for Face Image Retrieval -- A Novel Method of Cropped Images Forensics in Social Networks -- MGD-GAN: Text-to-Pedestrian generation through Multi-Grained Discrimination.
En línea:	https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
Link:	https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i

4th Chinese Conference, PRCV 2021, Beijing, China, October 29 – November 1, 2021, Proceedings, Part II [documento electrónico] / Ma, Huimin, ; Wang, Liang, ; Zhang, Changshui, ; Wu, Fei, ; Tan, Tieniu, ; Wang, Yaonan, ; Lai, Jianhuang, ; Zhao, Yao,  . -  1 ed.  . - [s.l.] : Springer, 2021 . - XX, 677 p. 262 ilustraciones, 245 ilustraciones en color.
ISBN : 978-3-030-88007-1
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.

Palabras clave:	Aprendizaje automático  Aplicaciones informáticas y de sistemas de información  Ingeniería Informática y Redes  Application software  Visión por computador  Ingeniería Informática  Red informática
Índice Dewey:	006.37 Visión artificial
Resumen:	El conjunto de cuatro volúmenes LNCS 13019, 13020, 13021 y 13022 constituye las actas arbitradas de la 4.ª Conferencia China sobre reconocimiento de patrones y visión por computadora, PRCV 2021, celebrada en Beijing, China, en octubre-noviembre de 2021. Los 201 artículos completos presentados fueron cuidadosamente revisado y seleccionado entre 513 presentaciones. Los artículos se han organizado en las siguientes secciones temáticas: Detección, seguimiento y reconocimiento de objetos; Visión por Computador, Teorías y Aplicaciones, Procesamiento y Análisis Multimedia; Procesamiento de imágenes y visión de bajo nivel; Procesamiento y Análisis de Imágenes Biomédicas; Aprendizaje automático, redes neuronales y aprendizaje profundo, y nuevos avances en la percepción y comprensión visual.
Nota de contenido:	Computer Vision, Theories and Applications -- Dynamic Fusion Network For Light Field Depth Estimation -- Metric Calibration of Aerial on-board Multiple Non-overlapping Cameras based on Visual and Inertial Measurement Data -- SEINet: Semantic-Edge Interaction Network for Image Manipulation Localization -- Video-Based Reconstruction of Smooth 3D Human Body Motion -- A Unified Modular Framework with Deep Graph Convolutional Networks for Multi-Label Image Recognition -- 3D Correspondence Grouping with Compatibility Features -- Contour-Aware Panoptic Segmentation Network -- VGG-CAE: Unsupervised Visual Place Recognition Using VGG16-based Convolutional Autoencoder -- Slice Sequential Network: A Lightweight Unsupervised Point Cloud Completion Network -- From Digital Model to Reality Application: A Domain Adaptation Method for Rail Defect Detection -- FMixAugment for Semi-Supervised Learning with Consistency Regularization -- IDANet: Iterative D-LinkNets with Attention for Road Extraction from High-resolution Satellite Imagery -- Disentangling Deep Network for Reconstructing 3D Object Shapes from Single 2D Images -- AnchorConv: Anchor Convolution for Point Clouds Analysis -- IFR: Iterative Fusion Based Recognizer For Low Quality Scene Text Recognition -- Immersive Traditional Chinese Portrait Painting: Research on Style Transfer and Face Replacement -- Multi-camera extrinsic auto-calibration using pedestrians in occluded environments -- Dual-Layer Barcodes -- Graph Matching based Robust Line Segment Correspondence for Active Camera Relocalization -- Unsupervised learning framework for 3D reconstruction from face sketch -- HEI-Human: A Hybrid Explicit and Implicit Method for Single-view 3D Clothed Human Reconstruction -- A Point Cloud Generative Model via Tree-Structured Graph Convolutions for 3D Brain Shape Reconstruction -- 3D-SceneCaptioner: Visual Scene Captioning Network for Three-Dimensional Point Clouds -- Soccer Field Registration Based on Geometric Constraint and Deep Learning Method -- Enhancing Latent Features for Unsupervised Video Anomaly Detection -- Adaptive Anomaly Detection Network for Unseen Scene Without Fine-tuning -- Facial Expression Recognition Based on Multi-scale Feature Fusion Convolutional Neural Network and Attention Mechanism -- Separable Reversible Data Hiding based on Integer Mapping and Multi-MSB Prediction for Encrypted 3D Mesh Models -- MPN: Multi-Scale Progressive Restoration Network For Unsupervised Defect Detection -- Scene-Aware Ensemble Learning For Robust Crowd Counting -- Complementary Temporal Classification Activation Maps in Temporal Action Localization -- Improve Semantic Correspondence by Filtering the Correlation Scores in both Image Space and Hough Space -- A Simple Network with Progressive Structure for Salient Object Detection -- Feature Enhancement and Multi-Scale Cross-Modal Attention for RGB-D Salient Object Detection -- Improving Unsupervised Learning of Monocular Depth and Ego-motion via Stereo Network -- A non-autoregressivedecoding model based on joint classification for 3D human pose regression -- Multimedia Processing and Analysis -- Multiple Semantic Embedding with Graph Convolutional Networks for Multi-Label Image Classification -- AMEN: Adversarial Multi-Space Embedding Network for Text-based Person Re-identification -- AFM-RNN: A Sequent Prediction Model for Delineating Building Rooftops from Remote Sensing Images by Integrating RNN with Attraction Field Map -- Attribute-level Interest Matching Network for Personalized Recommendation -- Variational Deep Representation Learning for Cross-Modal Retrieval -- Vein Centerline Extraction of Visible images Based on Tracking Method -- Discrete Bidirectional Matrix Factorization Hashing for Zero-Shot Cross-Media Retrieval -- Dual Stream Fusion Network for Multi-spectral High Resolution Remote Sensing Image Segmentation -- Multi-scale Extracting and Second-order Statistics for Lightweight Steganalysis -- HTCN: Harmonious Text Colorization Network for Visual-Textual Presentation Design -- A Fast Method for Extracting parameters of Circular Objects -- GGRNet: Global Graph Reasoning Network for Salient Object Detection in Optical Remote Sensing Images -- A Combination Classifier of Polarimetric SAR image Based on D-S Evidence Theory -- Image Tampering Localization Using Unified Two-Stream Features Enhanced with Channel and Spatial Attention -- An End-to-End Mutual Enhancement Network toward Image Compression and Semantic Segmentation -- Deep Double Center Hashing for Face Image Retrieval -- A Novel Method of Cropped Images Forensics in Social Networks -- MGD-GAN: Text-to-Pedestrian generation through Multi-Grained Discrimination.
En línea:	https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
Link:	https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i