03738nam 22006135 450 99646607740331620230728132438.03-540-47570-210.1007/3-540-56484-5(CKB)1000000000233939(SSID)ssj0000323138(PQKBManifestationID)11937892(PQKBTitleCode)TC0000323138(PQKBWorkID)10296896(PQKB)11755454(DE-He213)978-3-540-47570-5(PPN)155193708(EXLCZ)99100000000023393920121227d1993 u| 0engurnn#008mamaatxtccrFiltering, Segmentation and Depth[electronic resource] /by Mark Nitzberg, David Mumford, Takahiro Shiota1st ed. 1993.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,1993.1 online resource (VIII, 152 p.)Lecture Notes in Computer Science,0302-9743 ;662Bibliographic Level Mode of Issuance: Monograph3-540-56484-5 Overview -- Filtering for occlusion detection -- Finding contours and junctions -- Continuations -- Finding the 2.1D sketch -- Conclusion.Computer vision seeks a process that starts with a noisy, ambiguous signal from a TV camera and ends with a high-level description of discrete objects located in 3-dimensional space and identified in a human classification. This book addresses the process at several levels. First to be treated are the low-level image-processing issues of noise removaland smoothing while preserving important lines and singularities in an image. At a slightly higher level, a robust contour tracing algorithm is described that produces a cartoon of the important lines in the image. Thirdis the high-level task of reconstructing the geometry of objects in the scene. The book has two aims: to give the computer vision community a new approach to early visual processing, in the form of image segmentation that incorporates occlusion at a low level, and to introduce real computer algorithms that do a better job than what most vision programmers use currently. The algorithms are: - a nonlinear filter that reduces noise and enhances edges, - an edge detector that also finds corners and produces smoothed contours rather than bitmaps, - an algorithm for filling gaps in contours.Lecture Notes in Computer Science,0302-9743 ;662Optical data processingArtificial intelligenceSoftware engineeringImage Processing and Computer Visionhttps://scigraph.springernature.com/ontologies/product-market-codes/I22021Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Software Engineering/Programming and Operating Systemshttps://scigraph.springernature.com/ontologies/product-market-codes/I14002Optical data processing.Artificial intelligence.Software engineering.Image Processing and Computer Vision.Artificial Intelligence.Software Engineering/Programming and Operating Systems.006.4/2Nitzberg Markauthttp://id.loc.gov/vocabulary/relators/aut745764Mumford David1937-authttp://id.loc.gov/vocabulary/relators/autShiota Takahiroauthttp://id.loc.gov/vocabulary/relators/autBOOK996466077403316Filtering, segmentation and depth1487641UNISA