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Record Nr. |
UNINA9910447241603321 |
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Titolo |
Image and Graphics Technologies and Applications : 15th Chinese Conference, IGTA 2020, Beijing, China, September 19, 2020, Revised Selected Papers / / edited by Yongtian Wang, Xueming Li, Yuxin Peng |
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Pubbl/distr/stampa |
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Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2020 |
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ISBN |
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Edizione |
[1st ed. 2020.] |
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Descrizione fisica |
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1 online resource (XIII, 326 p. 179 illus., 116 illus. in color.) |
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Collana |
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Communications in Computer and Information Science, , 1865-0937 ; ; 1314 |
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Disciplina |
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Soggetti |
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Computer vision |
Machine learning |
Pattern recognition systems |
Coding theory |
Information theory |
Computer networks |
Computer Vision |
Machine Learning |
Automated Pattern Recognition |
Coding and Information Theory |
Computer Communication Networks |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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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 |
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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. |
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Sommario/riassunto |
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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. |
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