Image and Graphics : 11th International Conference, ICIG 2021, Haikou, China, August 6-8, 2021, Proceedings, Part II / edited by Yuxin Peng, Shi-Min Hu, Moncef Gabbouj, Kun Zhou, Michael Elad, Kun Xu.

Format:

Book

Contributor:

Peng, Yuxin, Editor.

Hu, Shi-Min, Editor.

Gabbouj, Moncef, Editor.

Zhou, Kun, Editor.

Elad, M. (Michael), Editor.

Xu, Kun, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 12889

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 12889

Language:

English

Subjects (All):

Computer vision.

Artificial intelligence.

Pattern recognition systems.

Computer engineering.

Computer networks.

Application software.

Computer Vision.

Artificial Intelligence.

Automated Pattern Recognition.

Computer Engineering and Networks.

Computer and Information Systems Applications.

Local Subjects:

Computer Vision.

Artificial Intelligence.

Automated Pattern Recognition.

Computer Engineering and Networks.

Computer and Information Systems Applications.

Physical Description:

1 online resource (XVIII, 838 pages) : 342 illustrations, 302 illustrations in color.

Edition:

1st ed. 2021.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2021.

System Details:

text file PDF

Summary:

This three-volume set LNCS 12888, 12898, and 12890 constitutes the refereed conference proceedings of the 11th International Conference on Image and Graphics, ICIG 2021, held in Haikou, China, in August 2021.* The 198 full papers presented were selected from 421 submissions and focus on advances of theory, techniques and algorithms as well as innovative technologies of image, video and graphics processing and fostering innovation, entrepreneurship, and networking. *The conference was postponed due to the COVID-19 pandemic.

Contents:

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 Classification of 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. .

Other Format:

Printed edition:

ISBN:

978-3-030-87358-5

9783030873585

Access Restriction:

Restricted for use by site license.