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024 7 _a10.1007/978-981-33-6033-4
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072 7 _aCOM016000
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082 0 4 _a006.37
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245 1 0 _aImage and Graphics Technologies and Applications
_h[electronic resource] :
_b15th Chinese Conference, IGTA 2020, Beijing, China, September 19, 2020, Revised Selected Papers /
_cedited by Yongtian Wang, Xueming Li, Yuxin Peng.
250 _a1st ed. 2020.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2020.
300 _aXIII, 326 p. 179 illus., 116 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
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_2rdamedia
338 _aonline resource
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347 _atext file
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490 1 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1314
505 0 _aImage 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.
520 _aThis 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.
650 0 _aComputer vision.
650 0 _aMachine learning.
650 0 _aPattern recognition systems.
650 0 _aCoding theory.
650 0 _aInformation theory.
650 0 _aComputer networks .
650 1 4 _aComputer Vision.
650 2 4 _aMachine Learning.
650 2 4 _aAutomated Pattern Recognition.
650 2 4 _aCoding and Information Theory.
650 2 4 _aComputer Communication Networks.
700 1 _aWang, Yongtian.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aLi, Xueming.
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_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aPeng, Yuxin.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aCommunications in Computer and Information Science,
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856 4 0 _uhttps://doi.org/10.1007/978-981-33-6033-4
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