{"product_id":"9783540407225","title":"Lecture Notes in Computer Science","description":"\u003ch1\u003eLecture Notes in Computer Science\u003c\/h1\u003e \u003ch2\u003eBehnke, Sven\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eHuman performance in visual perception by far exceeds the performance of contemporary computer vision systems. While humans are able to perceive their environment almost instantly and reliably under a wide range of conditions, computer vision systems work well only under controlled conditions in limited domains.\u003c\/p\u003e\n\u003cp\u003eThis book sets out to reproduce the robustness and speed of human perception by proposing a hierarchical neural network architecture for iterative image interpretation. The proposed architecture can be trained using unsupervised and supervised learning techniques. \u003c\/p\u003e\n\u003cp\u003eApplications of the proposed architecture are illustrated using small networks. Furthermore, several larger networks were trained to perform various nontrivial computer vision tasks.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2003-08-21\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783540407225\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/b11963\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 227\u003c\/p\u003e ","brand":"Springer Berlin Heidelberg","offers":[{"title":"Default Title","offer_id":45369905741964,"sku":"9783540407225","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783540407225.jpg?v=1773966776","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783540407225","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}