03639nam 22006135 450 991036661600332120221121220548.03-030-35480-610.1007/978-3-030-35480-0(OCoLC)1135201009(CKB)5280000000190028(MiAaPQ)EBC6113590(DE-He213)978-3-030-35480-0(PPN)242817556(EXLCZ)99528000000019002820191216d2020 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierAdvances in Spatio-Temporal Segmentation of Visual Data /edited by Vladimir Mashtalir, Igor Ruban, Vitaly Levashenko1st ed. 2020.Cham :Springer International Publishing :Imprint: Springer,2020.1 online resource (279 pages)Studies in Computational Intelligence,1860-949X ;8763-030-35479-2 Adaptive Edge Detection Models and Algorithms -- Swarm Methods of Image Segmentation -- Spatio-temporal Data Interpretation Based on Perceptional Model -- Spatio-Temporal Video Segmentation.This book proposes a number of promising models and methods for adaptive segmentation, swarm partition, permissible segmentation, and transform properties, as well as techniques for spatio-temporal video segmentation and interpretation, online fuzzy clustering of data streams, and fuzzy systems for information retrieval. The main focus is on the spatio-temporal segmentation of visual information. Sets of meaningful and manageable image or video parts, defined by visual interest or attention to higher-level semantic issues, are often vital to the efficient and effective processing and interpretation of viewable information. Developing robust methods for spatial and temporal partition represents a key challenge in computer vision and computational intelligence as a whole. This book is intended for students and researchers in the fields of machine learning and artificial intelligence, especially those whose work involves image processing and recognition, video parsing, and content-based image/video retrieval. .Studies in Computational Intelligence,1860-949X ;876Engineering mathematicsOptical data processingComputational intelligenceEngineering Mathematicshttps://scigraph.springernature.com/ontologies/product-market-codes/T11030Image Processing and Computer Visionhttps://scigraph.springernature.com/ontologies/product-market-codes/I22021Computational Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/T11014Engineering mathematics.Optical data processing.Computational intelligence.Engineering Mathematics.Image Processing and Computer Vision.Computational Intelligence.621.367006.6Mashtalir Vladimiredthttp://id.loc.gov/vocabulary/relators/edtRuban Igor(Editor of Advances in self-healing systems monitoring and data processing),edthttp://id.loc.gov/vocabulary/relators/edtLevashenko Vitalyedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910366616003321Advances in Spatio-Temporal Segmentation of Visual Data2539802UNINA