Functional Imaging and Modeling of the Heart: 11th International Conference, Fimh 2021, Stanford, Ca, Usa, June 21-25, 2021, Proceedings, Ennis Daniel B., Perotti Luigi E., Wang Vicky Y.
Описание: The two-volume set LNCS 12572 and 1273 constitutes the thoroughly refereed proceedings of the 27th International Conference on MultiMedia Modeling, MMM 2021, held in Prague, Czech Republic, in June2021. Of the 211 submitted regular papers, 40 papers were selected for oral presentation and 33 for poster presentation;
Описание: This book constitutes the proceedings of the 27th International Conference on Information Processing in Medical Imaging, IPMI 2021, which was held online during June 28-30, 2021.
Описание: This book constitutes the proceedings of the 14th International Conference on Social, Cultural, and Behavioral Modeling, SBP-BRiMS 2021, which was held online during July 6-9, 2021.The 32 full papers presented in this volume were carefully reviewed and selected from 56 submissions.
Object Detection and Recognition.- L2-CVAEGAN: Feature Aligned Generative Networks for Zero-Shot Learning.- HQ-Trans: A High-Quality Screening Based Image Translation Framework for Unsupervised Cross-Domain Pedestrian Detection.- FER-YOLO: Detection and Classification based on Facial Expressions.- MSC-Fuse: An Unsupervised Multi-Scale Convolutional Fusion Framework for Infrared and Visible Image.- Relation-Aware Reasoning with Graph Convolutional Network.- Feature Separation GAN for Cross View Gait Recognition.- Global Feature Polishing Network for Glass-like Object Detection.- Imitating What You Need: An Adaptive Framework for Detector Distillation.- Fine-grained Classification of Neutrophils with Hybrid Loss.- Open-Set Product Authentication based on Deep Texture Verification.- Moving Object Detection based on Self-adaptive Contour Extraction.- Small infrared Aerial target detection using spatial and temporal cues.- Boundary Information Aggregation and Adaptive Keypoint Combination Enhanced Object Detection.- Accurate Oriented Instance Segmentation In Aerial Images.- Six-channel Image Representation for Cross-domain Object Detection.- Skeleton-Aware Network for Aircraft Landmark Detection.- Efficient Spectral Pyramid and Spectral-Spatial Feature Interactive Hyperspectral Image Classification.- Semi-supervised Cloud Edge Collaborative Power Transmission Line Insulator Anomaly Detection Framework.- Illumination-Enhanced Crowd Counting Based on IC-Net in Low Lighting Conditions.- An Open-source Library of 2D-GMM-HMM Based on Kaldi Toolkit and Its Application to Handwritten Chinese Character Recognition.- Automatic Leaf Diseases Detection System Based on Multi-Stage Recognition.- Aerial image object detection based on superpixel-related patch.- AROA: Attention Refinement One-Stage Anchor-Free Detector for Objects in Remote Sensing Imagery.- Human-Object Interaction Detection Based on Multi-Scale Attention Fusion.- Progressive Fusion Network for Safety Protection Detection.- A densely connected neural network based on SSD for multiscale SAR ship detection.- Multi-level Features Selection Network based on Multi-Attention for Salient Object Detection.- Learning Disentangled Representation for Fine-grained Visual Categorization.- Timeception Single Shot Action Detector: A Single-stage Method for Temporal Action Detection.- LLNet: A lightweight lane line detection network.- Two-stage Polishing Network for camouflaged Object Detection.- Towards More Powerful Multi-column Convolutional Network for Crowd Counting.- Hole Detection with Texture-Suppression on Wooden Plate Surfaces.- Multi-scale Attention-based Feature Pyramid Networks For Object Detection.- A Similarity Constraint Divergent Activation Method for Weakly Supervised Object Detection in Remote Sensing Images.- GSCAM: Global Spatial Coordinate Attention Module for Fine-grained Image Recognition.- Drill Pipe Counting Method Based on Local Dense Optical Flow Estimation.- Color texture image segmentation using histogram-based CV model driven by local contrast pattern.- A Weakly Supervised Defect Detection Based on Dual Path Networks and GMA-CAM.- Multi-scale Spatial Transform Network for Atmospheric Polarization Prediction.- Dynamic Hypergraph Regularized Broad Learning System for Image Classification.- Weighted Conditional Distribution Adaptation For Motor Imagery Classification.-Low-level and Physics-based Vision.- Color Multi-focus Image Fusion Using Quaternion Morphological Gradient and improved KNN Matting.- Monocular Visual Analysis for Electronic Line Calling of Tennis Games.- Multi-Homography Estimation and Inference Driven by Contour Alignment.- Scene Text Transfer for Cross-Language.- The Computer Measurement Method Research on Shaft's Size by the Platform of the Optoelectronic Imaging.- Binary Multi-view Image Re-ranking.- Identifying Abnormal Map in Crowd Scenes using spatio-temporal Social Force Model.- Robust Ellipse Fitting with a
Описание: This book constitutes the refereed proceedings of the 10th International Conference on Model and Data Engineering, MEDI 2021, held in Tallinn, Estonia, in June 2021. The 16 full papers and 8 short papers presented in this book were carefully reviewed and selected from 47 submissions.
Описание: The six-volume set LNCS 12742, 12743, 12744, 12745, 12746, and 12747 constitutes the proceedings of the 21st International Conference on Computational Science, ICCS 2021, held in Krakow, Poland, in June 2021.*The total of 260 full papers and 57 short papers presented in this book set were carefully reviewed and selected from 635 submissions.
Описание: The six-volume set LNCS 12742, 12743, 12744, 12745, 12746, and 12747 constitutes the proceedings of the 21st International Conference on Computational Science, ICCS 2021, held in Krakow, Poland, in June 2021.*The total of 260 full papers and 57 short papers presented in this book set were carefully reviewed and selected from 635 submissions.
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-Cen
Описание: This book presents a collection of high-quality research papers accepted to multi-conference consisting of International Conference on Image Processing and Communications (IP&C 2021), International Conference on Computer Recognition Systems (CORES 2021), International Conference on Advanced Computer Systems (ACS 2021) held jointly in Bydgoszcz, Poland (virtually), in June 2021. The accepted papers address current computer science and computer systems-related technological challenges and solutions, as well as many practical applications and results. The first part of the book deals with advances in pattern recognition and classifiers, the second part is devoted to image processing and computer vision, while the third part addresses practical applications of computer recognition systems. Machine learning solutions for security and networks are tackled in part four of the book, while the last part collects papers on progress in advanced computer systems. We believe this book will be interesting for researchers and practitioners in many fields of computer science and IT applications.
Описание: The two-volume set LNCS 12572 and 1273 constitutes the thoroughly refereed proceedings of the 27th International Conference on MultiMedia Modeling, MMM 2021, held in Prague, Czech Republic, in June2021. Of the 211 submitted regular papers, 40 papers were selected for oral presentation and 33 for poster presentation;
Описание: This book constitutes the refereed post-conference proceedings of the 11th EAI International Conference on Research in Computer science and its Applications, CNRIA 2021, held in June 2021.
Описание: This book presents new knowledge and recent developments in all aspects of computational techniques, mathematical modeling, energy systems, and applications of fuzzy sets and intelligent computing. The book is a collection of best selected research papers presented at the Second International Conference on “Mathematical Modeling, Computational Intelligence Techniques and Renewable Energy (MMCITRE 2021),” organized by the Department of Mathematics, Pandit Deendayal Petroleum University, in association with Forum for Interdisciplinary Mathematics. The book provides innovative works of researchers, academicians, and students in the area of interdisciplinary mathematics, statistics, computational intelligence, and renewable energy.
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