Título :	11th International Conference, ICIG 2021, Haikou, China, August 6–8, 2021, Proceedings, Part II
Tipo de documento:	documento electrónico
Autores:	Peng, Yuxin, ; Hu, Shi-Min, ; Gabbouj, Moncef, ; Zhou, Kun, ; Elad, Michael, ; Xu, Kun,
Mención de edición:	1 ed.
Editorial:	[s.l.] : Springer
Fecha de publicación:	2021
Número de páginas:	XVIII, 838 p. 342 ilustraciones, 302 ilustraciones en color.
ISBN/ISSN/DL:	978-3-030-87358-5
Nota general:	Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave:	Inteligencia artificial  Application software  Reconocimiento de patrones automatizado  Aplicaciones informáticas y de sistemas de información  Visión por computador  Ingeniería Informática  Sistemas de reconocimiento de patrones  Red informática  Ingeniería Informática y Redes
Índice Dewey:	006.37 Visión artificial
Resumen:	Este conjunto de tres volúmenes LNCS 12888, 12898 y 12890 constituye las actas arbitradas de la 11.ª Conferencia Internacional sobre Imagen y Gráficos, ICIG 2021, celebrada en Haikou, China, en agosto de 2021.* Los 198 artículos completos presentados fueron seleccionados entre 421 presentaciones y se centran en los avances de la teoría, las técnicas y los algoritmos, así como en las tecnologías innovadoras de procesamiento de imágenes, vídeos y gráficos, y en el fomento de la innovación, el emprendimiento y la creación de redes. *La conferencia fue pospuesta debido a la pandemia de COVID-19.
Nota de contenido:	Artificial Intelligence -- A Calibration Strategy for Smart Welding -- Brain connectivity: exploring from a high-level topological perspective -- Hetero-STAN: Crowd Flow Prediction by Heterogeneous Spatio-Temporal Attention Network -- UAV Track Planning Algorithm Based on Graph Attention Network and Deep Q Network -- Object 6DoF Pose Estimation of Power Grid Manipulating Robot -- Novel Augmented Reality System for Oral and Maxillofacial Surgery -- A New Dataset and Recognition for Egocentric Microgesture Designed by Ergonomists -- Machine learning architectures and formulations -- Orthogonal Dual Graph Regularized Nonnegative Matrix Factorization -- Robust Recovery of Low Rank Matrix by Nonconvex Rank Regularization -- Free Adversarial Training with Layerwise Heuristic Learning -- Adversarial Attack with KD-Tree Searching on Training Set -- Mixup Without Hesitation -- An LDA and RBF-SVM Based Classification Method for Inertinite Macerals of Coal -- Weighted Non-convex Restoration Model for Hyperspectral Image -- Edge-Based Blur Kernel Estimation Using Sparse Representation and Self-Similarity -- Normal Distribution Function on Descriptor Extraction -- Supervised Non-Negative Matrix Factorization Induced by Huber Loss -- Small Sample Identification for Specific Emitter Based on Adversarial Embedded Networks -- Multi-mode tensor singular value decompositionfor low-rank image recovery -- Hyperspectral Anomaly Detection Based on Tensor Truncated Nuclear Norm and Linear Total Variation Regularization -- Face, Gesture, and Body Pose -- Deep Human Pose Estimation via Self-Guided Learning -- Binary Convolutional Neural Networks for Facial Action Unit Detection -- Efficient Example Mining For Anchor-free Face Detection -- 6D Object Pose Estimation with Mutual Attention Fusion -- Attention-Guided Siamese Network for Clothes-Changing Person Re-identification -- Cross-domain Person Re-identification Based on the Sample Relation Guidance -- Large-scale target detection and classification based on improved candidate regions -- Joint Face Detection and Landmark Localization Based on an Extremely Lightweight Network -- Extremely Tiny Face Detector for Platforms with Limited Resources -- Multi-pose Facial Expression Recognition based on Unpaired Images -- Keypoint Context Aggregation For Human Pose Estimation -- Clothes-Independent Identity Feature Learning for Long-Term Person Re-identification -- Lightweight Non-local High-resolution Networks for Human Pose Estimation -- Occluded Animal Shape and Pose Estimation from a Single Color Image -- Adaptively Fusing Complete Multi-resolution Features for Human Pose Estimation -- Multi-view Gait Recognition By Inception-Encoder And CL-GEI -- Facial Action Unit Detection Based on Transformer and Attention Mechanism -- Unsupervised Detailed Human Shape Estimation from Multi-view Color Images -- Device-Adaptive 2D Gaze Estimation: a Multi-Point Differential Framework -- Dual Gated Learning for Visible-Infrared Person Re-Identification -- Biological and Medical Image Processing.-Dual Attention Guided R2 U-Net Architecture for Right Ventricle Segmentation in MRI Images -- Global Characteristic Guided Landmark Detection for Genu Valgus and Varus Diagnosis -- Data-Dependence Dual Path Network for Choroidal Neovascularization Segmentation in SD-OCT images -- A Novel Feature Fusion Network for Myocardial Infarction Screening Based on ECG Images -- Semi-supervised Attention-Guided VNet for Breast Cancer Detection via Multi-task Learning -- Cross-Domain Transfer Learning for Vessel Segmentation in Computed Tomographic Coronary Angiographic Images -- Frequency-based convolutional neural network for efficient segmentation of histopathology whole slide images -- MR Image Denoising by FGMM Clustering of Image Patches -- 3D-Resnet Fused Attention For Autism Spectrum Disorder Classification -- CEID: Benchmark Dataset for Designing Segmentation Algorithms of Instruments Used in Colorectal Endoscopy -- CD Loss: A Class-Center based Distribution Loss for Discriminative Feature Learning in Medical Image Classification -- Pruning the Seg-Edge Bilateral Constraint Fully Convolutional Network for Iris Segmentation -- CAB-Net: Channel Attention Block Network for Pathological image cell nucleus segmentation -- Region Context Aggregation Network for Multi-organ Segmentation on Abdominal CT -- A Reversible Digital Watermarking Algorithm based on Medical Images via Threshold Segmentation and Contrast Enhancement -- EMISTA-based Quantitative PET Reconstruction -- Bootstrap Knowledge Distillation for Chest X-ray Image Classification with Noisy Labelling -- Multi-modal Fusion With Dense Connection For Acute Bilirubin Encephalopathy Classification -- 3-D Convolutional Neural Network Driven by Dimensionality Reduction for Hyperspectral Blood Cells Classification.-Deep Learning-Based Regional Sub-models Integration for Parkinson's Disease Diagnosis using Diffusion Tensor Imaging -- Individual-specific Connectome Fingerprint Based Classificationof Temporal Lobe Epilepsy -- Multi-atlas segmentation combining multi-task local label learning and semi-supervised label propagation -- HPCSeg-Net: Hippocampus Segmentation Network Integrating Autofocus Attention Mechanism and Feature Recombination and Recalibration Module -- Uncertainty-based Visual Guidance for Interactive Medical Volume Segmentation Editing -- Semi-supervised Yolo Network for Induced Pluripotent Stem Cells Detection -- Corona Virus Disease (COVID-19) Detection in CT Images Using Synergic Deep Learning -- Eye movement event detection based on path signature. .
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

11th International Conference, ICIG 2021, Haikou, China, August 6–8, 2021, Proceedings, Part II [documento electrónico] / Peng, Yuxin, ; Hu, Shi-Min, ; Gabbouj, Moncef, ; Zhou, Kun, ; Elad, Michael, ; Xu, Kun,  . -  1 ed.  . - [s.l.] : Springer, 2021 . - XVIII, 838 p. 342 ilustraciones, 302 ilustraciones en color.
ISBN : 978-3-030-87358-5
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.

Palabras clave:	Inteligencia artificial  Application software  Reconocimiento de patrones automatizado  Aplicaciones informáticas y de sistemas de información  Visión por computador  Ingeniería Informática  Sistemas de reconocimiento de patrones  Red informática  Ingeniería Informática y Redes
Índice Dewey:	006.37 Visión artificial
Resumen:	Este conjunto de tres volúmenes LNCS 12888, 12898 y 12890 constituye las actas arbitradas de la 11.ª Conferencia Internacional sobre Imagen y Gráficos, ICIG 2021, celebrada en Haikou, China, en agosto de 2021.* Los 198 artículos completos presentados fueron seleccionados entre 421 presentaciones y se centran en los avances de la teoría, las técnicas y los algoritmos, así como en las tecnologías innovadoras de procesamiento de imágenes, vídeos y gráficos, y en el fomento de la innovación, el emprendimiento y la creación de redes. *La conferencia fue pospuesta debido a la pandemia de COVID-19.
Nota de contenido:	Artificial Intelligence -- A Calibration Strategy for Smart Welding -- Brain connectivity: exploring from a high-level topological perspective -- Hetero-STAN: Crowd Flow Prediction by Heterogeneous Spatio-Temporal Attention Network -- UAV Track Planning Algorithm Based on Graph Attention Network and Deep Q Network -- Object 6DoF Pose Estimation of Power Grid Manipulating Robot -- Novel Augmented Reality System for Oral and Maxillofacial Surgery -- A New Dataset and Recognition for Egocentric Microgesture Designed by Ergonomists -- Machine learning architectures and formulations -- Orthogonal Dual Graph Regularized Nonnegative Matrix Factorization -- Robust Recovery of Low Rank Matrix by Nonconvex Rank Regularization -- Free Adversarial Training with Layerwise Heuristic Learning -- Adversarial Attack with KD-Tree Searching on Training Set -- Mixup Without Hesitation -- An LDA and RBF-SVM Based Classification Method for Inertinite Macerals of Coal -- Weighted Non-convex Restoration Model for Hyperspectral Image -- Edge-Based Blur Kernel Estimation Using Sparse Representation and Self-Similarity -- Normal Distribution Function on Descriptor Extraction -- Supervised Non-Negative Matrix Factorization Induced by Huber Loss -- Small Sample Identification for Specific Emitter Based on Adversarial Embedded Networks -- Multi-mode tensor singular value decompositionfor low-rank image recovery -- Hyperspectral Anomaly Detection Based on Tensor Truncated Nuclear Norm and Linear Total Variation Regularization -- Face, Gesture, and Body Pose -- Deep Human Pose Estimation via Self-Guided Learning -- Binary Convolutional Neural Networks for Facial Action Unit Detection -- Efficient Example Mining For Anchor-free Face Detection -- 6D Object Pose Estimation with Mutual Attention Fusion -- Attention-Guided Siamese Network for Clothes-Changing Person Re-identification -- Cross-domain Person Re-identification Based on the Sample Relation Guidance -- Large-scale target detection and classification based on improved candidate regions -- Joint Face Detection and Landmark Localization Based on an Extremely Lightweight Network -- Extremely Tiny Face Detector for Platforms with Limited Resources -- Multi-pose Facial Expression Recognition based on Unpaired Images -- Keypoint Context Aggregation For Human Pose Estimation -- Clothes-Independent Identity Feature Learning for Long-Term Person Re-identification -- Lightweight Non-local High-resolution Networks for Human Pose Estimation -- Occluded Animal Shape and Pose Estimation from a Single Color Image -- Adaptively Fusing Complete Multi-resolution Features for Human Pose Estimation -- Multi-view Gait Recognition By Inception-Encoder And CL-GEI -- Facial Action Unit Detection Based on Transformer and Attention Mechanism -- Unsupervised Detailed Human Shape Estimation from Multi-view Color Images -- Device-Adaptive 2D Gaze Estimation: a Multi-Point Differential Framework -- Dual Gated Learning for Visible-Infrared Person Re-Identification -- Biological and Medical Image Processing.-Dual Attention Guided R2 U-Net Architecture for Right Ventricle Segmentation in MRI Images -- Global Characteristic Guided Landmark Detection for Genu Valgus and Varus Diagnosis -- Data-Dependence Dual Path Network for Choroidal Neovascularization Segmentation in SD-OCT images -- A Novel Feature Fusion Network for Myocardial Infarction Screening Based on ECG Images -- Semi-supervised Attention-Guided VNet for Breast Cancer Detection via Multi-task Learning -- Cross-Domain Transfer Learning for Vessel Segmentation in Computed Tomographic Coronary Angiographic Images -- Frequency-based convolutional neural network for efficient segmentation of histopathology whole slide images -- MR Image Denoising by FGMM Clustering of Image Patches -- 3D-Resnet Fused Attention For Autism Spectrum Disorder Classification -- CEID: Benchmark Dataset for Designing Segmentation Algorithms of Instruments Used in Colorectal Endoscopy -- CD Loss: A Class-Center based Distribution Loss for Discriminative Feature Learning in Medical Image Classification -- Pruning the Seg-Edge Bilateral Constraint Fully Convolutional Network for Iris Segmentation -- CAB-Net: Channel Attention Block Network for Pathological image cell nucleus segmentation -- Region Context Aggregation Network for Multi-organ Segmentation on Abdominal CT -- A Reversible Digital Watermarking Algorithm based on Medical Images via Threshold Segmentation and Contrast Enhancement -- EMISTA-based Quantitative PET Reconstruction -- Bootstrap Knowledge Distillation for Chest X-ray Image Classification with Noisy Labelling -- Multi-modal Fusion With Dense Connection For Acute Bilirubin Encephalopathy Classification -- 3-D Convolutional Neural Network Driven by Dimensionality Reduction for Hyperspectral Blood Cells Classification.-Deep Learning-Based Regional Sub-models Integration for Parkinson's Disease Diagnosis using Diffusion Tensor Imaging -- Individual-specific Connectome Fingerprint Based Classificationof Temporal Lobe Epilepsy -- Multi-atlas segmentation combining multi-task local label learning and semi-supervised label propagation -- HPCSeg-Net: Hippocampus Segmentation Network Integrating Autofocus Attention Mechanism and Feature Recombination and Recalibration Module -- Uncertainty-based Visual Guidance for Interactive Medical Volume Segmentation Editing -- Semi-supervised Yolo Network for Induced Pluripotent Stem Cells Detection -- Corona Virus Disease (COVID-19) Detection in CT Images Using Synergic Deep Learning -- Eye movement event detection based on path signature. .
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