Image and Graphics Technologies and Applications: 15th Chinese Conference, IGTA 2020, Beijing, China, September 19, 2020, Revised Selected Papers

by Yongtian Wang (Editor), Xueming Li (Editor), Yuxin Peng (Editor)

Overview

This book constitutes the refereed proceedings of the 15th Conference on Image and Graphics Technologies and Applications, IGTA 2020, held in Beijing, China in September, 2020.*

The 24 papers presented were carefully reviewed and selected from 115 submissions. They provide a forum for sharing progresses in the areas of image processing technology; image analysis and understanding; computer vision and pattern recognition; big data mining, computer graphics and VR, as well as image technology applications.

*The conference was held virtually due to the COVID-19 pandemic.

Product Details

ISBN-13:	9789813360327
Publisher:	Springer Nature Singapore
Publication date:	12/21/2020
Series:	Communications in Computer and Information Science , #1314
Edition description:	1st ed. 2020
Pages:	326
Product dimensions:	6.10(w) x 9.25(h) x (d)

Table of Contents

Image Processing and Enhancement Techniques.- Single Image Super-resolution Based on Generative Adversarial Networks.- A Striping Removal Method Based on Spectral Correlation in MODIS Data.- Multi-Modal 3-D Medical Image Fusion Based on Tensor Robust Principal Component Analysis.- Accurate Estimation of Motion Blur Kernel based on Genetic Algorithm.- Biometric Identification Techniques.- Graph Embedding Discriminant Analysis and Semi-supervised Extension for Face Recognition.- Fast and Accurate Face Alignment Algorithm Based on Deep Knowledge Distillation.- Machine Vision and 3D Reconstruction.- 3D Human Reconstruction from a Single Image.- Image/Video Big Data Analysis and Understanding.- Abnormal Crowd Behavior Detection based on Movement Trajectory.- Full Convolutional Color Constancy with Attention.- Simplifying Sketches with Conditional GAN.- Improved Method of Target Tracking Based on SiamRPN.- An Improved Target Tracking Method Based on DIMP.- Infrared Small Target Recognition with Improved Particle Filtering Based on Feature Fusion.- Target Recognition Framework and Learning Mode based on Parallel Images.- Crowd Anomaly Scattering Detection based on Motion.rar.- Computer Graphics.- View Consistent 3D Face Reconstruction Using Siamese Encoder-Decoders.- An Angle-based Smoothing Method for Triangular and Tetrahedral Meshes.- Virtual Reality and Human-Computer Interaction.- Rendering Method for Light-field Near-eye Displays Based on Micro-structures with Arbitrary Distribution.- AUIF: an Adaptive User Interface Framework for Multiple Devices.- Applications of Image and Graphics.- Control and On-board Calibration Method for In-situ Detection Using the Visible and Near-Infrared Imaging Spectrometer on the Yutu-2 Rover.- Deep Attention Network for Remote Sensing Scene Classification.- Thin Cloud Removal Using Cirrus Spectral Property for Remote Sensing Images.- A Multi-line Image Difference Technique to Background Suppression Based on Geometric Jitter Correction.- Other Research Works and Surveys Related to the Applications of Image and Graphics Technology.- Image Recognition Method of Defective Button Battery Base on Improved MobileNetV1.