{"product_id":"hierarchical-neural-networks-for-image-interpretation-9783540407225","title":"Hierarchical Neural Networks for Image Interpretation","description":"\u003cp\u003e • Author(s): Sven Behnke\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Computer Science\u003c\/p\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 \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","brand":"Springer","offers":[{"title":"Paperback","offer_id":47589466013847,"sku":"9783540407225","price":5673.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783540407225.webp?v=1774968990","url":"https:\/\/atlanticbooks.com\/products\/hierarchical-neural-networks-for-image-interpretation-9783540407225","provider":"Atlantic Books","version":"1.0","type":"link"}