{"product_id":"hierarchical-neural-networks-for-image-sven-behnke-9783540407225","title":"Hierarchical Neural Networks for Image Interpretation","description":"\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 \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 \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\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Sven Behnke\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3540407227\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783540407225\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/21\/2003\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 227\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.75lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.51d","brand":"Sven Behnke","offers":[{"title":"Paperback","offer_id":48486949060863,"sku":"9783540407225","price":54.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_919f529b-b94d-4890-9d41-86f9046d533f.jpg?v=1778057336","url":"https:\/\/www.whiterainbookhouse.com\/products\/hierarchical-neural-networks-for-image-sven-behnke-9783540407225","provider":"WR Book House","version":"1.0","type":"link"}