Image and Graphics : 11th International Conference, ICIG 2021, Haikou, China, August 6-8, 2021, Proceedings, Part I / 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, 12888

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 12888

Language:

English

Subjects (All):

Computer vision.

Artificial intelligence.

Pattern recognition systems.

Computer engineering.

Computer networks.

Computer Vision.

Artificial Intelligence.

Automated Pattern Recognition.

Computer Engineering and Networks.

Local Subjects:

Computer Vision.

Artificial Intelligence.

Automated Pattern Recognition.

Computer Engineering and Networks.

Physical Description:

1 online resource (XXX, 806 pages) : 346 illustrations, 304 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:

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 an Auxiliary Normal

A fast implementation of image rotation with Bresenham's line-scanning algorithm

Compression, Transmission, and Retrieval

An Error-bounded Algorithm for Streamline Compression Based on Piecewise B-spline curves

Achieving Lightweight Image Steganalysis with Content-adaptive in Spatial Domain

Improving VVC Intra Coding via Probability Estimation and Fusion of Multiple Prediction Modes

Initial-QP Prediction for Versatile Video Coding: A Multi-domain Feature-driven Learning Approach

An Improved Digital Image Encryption Algorithm Based on Sine Compound Chaotic System

Towards Binarized MobileNet via Structured Sparsity

Fast Coding Unit Partition Decision for Intra Prediction in Versatile Video Coding

Carrier Robust Reversible Watermark Model Based on Image Block Chain Authentication

Cross-view images matching and registration technology based on deep learning

Model-based rate-distortion optimized video-based point cloud compression with differential evolution

Adaptive Quantization for Predicting Transform-based Point Cloud Compression

Anti-forensics for Double JPEG Compression based on Generative Adversarial Network

Exponential Hashing with Different Penalty for Hamming Space Retrieval

A controllable Image Steganography with chaos and user key.-.

Other Format:

Printed edition:

ISBN:

978-3-030-87355-4

9783030873554

Access Restriction:

Restricted for use by site license.