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020 _a9783319772233
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024 7 _a10.1007/978-3-319-77223-3
_2doi
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100 1 _aGong, Shengrong.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_944416
245 1 0 _aAdvanced Image and Video Processing Using MATLAB
_h[electronic resource] /
_cby Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong.
250 _a1st ed. 2019.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2019.
300 _aXVIII, 590 p. 181 illus., 79 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
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347 _atext file
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490 1 _aModeling and Optimization in Science and Technologies,
_x2196-7334 ;
_v12
505 0 _aIntroduction and Overview -- Matlab Functions of Image and Video -- Image and Video Segmentation -- Feature Extraction and Representation -- Common Evaluation Criterion -- Image Correction -- Image Inpainting -- Fusions -- Image Stitching -- Image Watermarking.
520 _aThis book offers a comprehensive introduction to advanced methods for image and video analysis and processing. It covers deraining, dehazing, inpainting, fusion, watermarking and stitching. It describes techniques for face and lip recognition, facial expression recognition, lip reading in videos, moving object tracking, dynamic scene classification, among others. The book combines the latest machine learning methods with computer vision applications, covering topics such as event recognition based on deep learning，dynamic scene classification based on topic model, person re-identification based on metric learning and behavior analysis. It also offers a systematic introduction to image evaluation criteria showing how to use them in different experimental contexts. The book offers an example-based practical guide to researchers, professionals and graduate students dealing with advanced problems in image analysis and computer vision.
650 0 _aSignal processing.
_94052
650 0 _aImage processing—Digital techniques.
_931565
650 0 _aComputer vision.
_944417
650 0 _aMathematics—Data processing.
_931594
650 1 4 _aSignal, Speech and Image Processing .
_931566
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
_931569
650 2 4 _aComputational Science and Engineering.
_944418
700 1 _aLiu, Chunping.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_944419
700 1 _aJi, Yi.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_944420
700 1 _aZhong, Baojiang.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_944421
700 1 _aLi, Yonggang.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_944422
700 1 _aDong, Husheng.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_944423
710 2 _aSpringerLink (Online service)
_944424
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319772219
776 0 8 _iPrinted edition:
_z9783319772226
776 0 8 _iPrinted edition:
_z9783030084028
830 0 _aModeling and Optimization in Science and Technologies,
_x2196-7334 ;
_v12
_944425
856 4 0 _uhttps://doi.org/10.1007/978-3-319-77223-3
912 _aZDB-2-ENG
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