03639nam 22006495 450 991048504820332120200701191408.03-319-05642-510.1007/978-3-319-05642-5(CKB)3710000000106746(DE-He213)978-3-319-05642-5(SSID)ssj0001205113(PQKBManifestationID)11698817(PQKBTitleCode)TC0001205113(PQKBWorkID)11192259(PQKB)10998112(MiAaPQ)EBC3092963(PPN)178320307(EXLCZ)99371000000010674620140412d2014 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierVisual Saliency Computation A Machine Learning Perspective /edited by Jia Li, Wen Gao1st ed. 2014.Cham :Springer International Publishing :Imprint: Springer,2014.1 online resource (XII, 240 p. 100 illus.) Image Processing, Computer Vision, Pattern Recognition, and Graphics ;8408"Conference papers and proceedings."3-319-05641-7 Benchmark and evaluation metrics -- Location-based visual saliency computation -- Object-based visual saliency computation -- Learning-based visual saliency computation -- Mining cluster-specific knowledge for saliency ranking -- Removing label ambiguity  in training saliency model -- Saliency-based applications -- Conclusions and future work.This book covers fundamental principles and computational approaches relevant to visual saliency computation. As an interdisciplinary problem, visual saliency computation is introduced in this book from an innovative perspective that combines both neurobiology and machine learning. The book is also well-structured to address a wide range of readers, from specialists in the field to general readers interested in computer science and cognitive psychology. With this book, a reader can start from the very basic question of "what is visual saliency?" and progressively explore the problems in detecting salient locations, extracting salient objects, learning prior knowledge, evaluating performance, and using saliency in real-world applications. It is highly expected that this book will spark a great interest of research in the related communities in years to come.Image Processing, Computer Vision, Pattern Recognition, and Graphics ;8408Optical data processingArtificial intelligenceData miningImage Processing and Computer Visionhttps://scigraph.springernature.com/ontologies/product-market-codes/I22021Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Data Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Optical data processing.Artificial intelligence.Data mining.Image Processing and Computer Vision.Artificial Intelligence.Data Mining and Knowledge Discovery.006.31Li Jiaedthttp://id.loc.gov/vocabulary/relators/edtGao Wenedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910485048203321Visual Saliency Computation2829949UNINA