Image and Graphics: 11th International Conference, ICIG 2021, Haikou, China, August 6-8, 2021, Proceedings, Part II

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 Distribu