03640nam 22007335 450 991029982650332120200630201407.0981-287-468-210.1007/978-981-287-468-9(CKB)3710000000412322(EBL)2095430(SSID)ssj0001501300(PQKBManifestationID)11803529(PQKBTitleCode)TC0001501300(PQKBWorkID)11524132(PQKB)11051540(DE-He213)978-981-287-468-9(MiAaPQ)EBC2095430(PPN)186027486(EXLCZ)99371000000041232220150509d2015 u| 0engur|n|---|||||txtccrVisual Quality Assessment by Machine Learning /by Long Xu, Weisi Lin, C.-C. Jay Kuo1st ed. 2015.Singapore :Springer Singapore :Imprint: Springer,2015.1 online resource (142 p.)SpringerBriefs in Signal Processing,2196-4076Description based upon print version of record.981-287-467-4 Includes bibliographical references at the end of each chapters.Introduction -- Fundamental knowledges of machine learning -- Image features and feature processing -- Feature pooling by learning -- Metrics fusion -- Summary and remarks for future research.The book encompasses the state-of-the-art visual quality assessment (VQA) and learning based visual quality assessment (LB-VQA) by providing a comprehensive overview of the existing relevant methods. It delivers the readers the basic knowledge, systematic overview and new development of VQA. It also encompasses the preliminary knowledge of Machine Learning (ML) to VQA tasks and newly developed ML techniques for the purpose. Hence, firstly, it is particularly helpful to the beginner-readers (including research students) to enter into VQA field in general and LB-VQA one in particular. Secondly, new development in VQA and LB-VQA particularly are detailed in this book, which will give peer researchers and engineers new insights in VQA.SpringerBriefs in Signal Processing,2196-4076Signal processingImage processingSpeech processing systemsOptical data processingComputational intelligenceSignal, Image and Speech Processinghttps://scigraph.springernature.com/ontologies/product-market-codes/T24051Image Processing and Computer Visionhttps://scigraph.springernature.com/ontologies/product-market-codes/I22021Computational Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/T11014Signal processing.Image processing.Speech processing systems.Optical data processing.Computational intelligence.Signal, Image and Speech Processing.Image Processing and Computer Vision.Computational Intelligence.006.31Xu Longauthttp://id.loc.gov/vocabulary/relators/aut720841Lin Weisiauthttp://id.loc.gov/vocabulary/relators/autKuo C.-C. Jayauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910299826503321Visual Quality Assessment by Machine Learning2525672UNINA