03936nam 22006375 450 991033765680332120200705172659.03-319-77223-610.1007/978-3-319-77223-3(CKB)4100000005958124(MiAaPQ)EBC5496003(DE-He213)978-3-319-77223-3(PPN)229915728(EXLCZ)99410000000595812420180821d2019 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierAdvanced Image and Video Processing Using MATLAB /by Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong1st ed. 2019.Cham :Springer International Publishing :Imprint: Springer,2019.1 online resource (596 pages)Modeling and Optimization in Science and Technologies,2196-7326 ;123-319-77221-X Introduction 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.This 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.Modeling and Optimization in Science and Technologies,2196-7326 ;12Signal processingImage processingSpeech processing systemsOptical data processingComputer scienceMathematicsSignal, Image and Speech Processinghttps://scigraph.springernature.com/ontologies/product-market-codes/T24051Computer Imaging, Vision, Pattern Recognition and Graphicshttps://scigraph.springernature.com/ontologies/product-market-codes/I22005Computational Science and Engineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/M14026Signal processing.Image processing.Speech processing systems.Optical data processing.Computer scienceMathematics.Signal, Image and Speech Processing.Computer Imaging, Vision, Pattern Recognition and Graphics.Computational Science and Engineering.621.367Gong Shengrongauthttp://id.loc.gov/vocabulary/relators/aut871884Liu Chunpingauthttp://id.loc.gov/vocabulary/relators/autJi Yiauthttp://id.loc.gov/vocabulary/relators/autZhong Baojiangauthttp://id.loc.gov/vocabulary/relators/autLi Yonggangauthttp://id.loc.gov/vocabulary/relators/autDong Hushengauthttp://id.loc.gov/vocabulary/relators/autBOOK9910337656803321Advanced Image and Video Processing Using MATLAB1946495UNINA