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.
Reihe
Auflage
Sprache
Verlagsort
Verlagsgruppe
Illustrationen
116
63 s/w Abbildungen, 116 farbige Abbildungen
XIII, 326 p. 179 illus., 116 illus. in color.
ISBN-13
978-981-336-033-4 (9789813360334)
DOI
10.1007/978-981-33-6033-4
Schweitzer Klassifikation
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.
