{"product_id":"filtering-segmentation-and-depth-von-david-mumford-mark-nitzberg-takahiro-shiota","title":"Filtering, Segmentation and Depth","description":"Computer vision seeks a process that starts with a noisy,\nambiguous signal  from a TV camera and ends with a high-level\ndescription of discrete objects located in 3-dimensional\nspace and identified in a human                    classification.\nThis book addresses the process at several levels. First    to\nbe treated are the low-level image-processing issues of\nnoise removaland smoothing while preserving important lines\nand singularities in an      image. At a slightly higher level, a\nrobust contour tracing algorithm is    described that produces\na cartoon of the important lines in the image. Thirdis the\nhigh-level task of reconstructing the geometry of objects in\nthe scene.\nThe book has two aims: to give the computer vision community\na   new approach to early visual processing, in the form of\nimage segmentation  that incorporates occlusion at a low\nlevel, and to introduce real computer  algorithms that do a\nbetter job than what most vision programmers use       currently.\nThe algorithms are:\n- a nonlinear filter that reduces noise  and enhances edges,\n- an edge detector that also finds corners and          produces\nsmoothed contours rather than bitmaps,\n- an algorithm for      filling gaps in contours.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783540564843\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783540564843","offer_id":39437210222685,"sku":"9783540564843","price":53.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/ea0472b0-b87d-42b1-9635-21050f0385dd.jpg?v=1773554399","url":"https:\/\/shop.autorenwelt.de\/products\/filtering-segmentation-and-depth-von-david-mumford-mark-nitzberg-takahiro-shiota","provider":"Autorenwelt Shop","version":"1.0","type":"link"}