{"product_id":"human-face-recognition-using-third-order-synthetic-neural-networks-9780792399575","title":"Human Face Recognition Using Third-Order Synthetic Neural Networks","description":"\u003cp\u003e • Author(s): Okechukwu A. Uwechue\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Artificial Intelligence - Computer Vision \u0026amp; Pattern Recognit\u003c\/p\u003e\u003cp\u003e\u003cem\u003eHuman Face Recognition Using Third-Order Synthetic Neural Networks\u003c\/em\u003e explores the viability of the application of \u003cem\u003eHigh-order\u003c\/em\u003e synthetic neural network technology to transformation-invariant recognition of complex visual patterns. High-order networks require little training data (hence, short training times) and have been used to perform transformation-invariant recognition of relatively simple visual patterns, achieving very high recognition rates. The successful results of these methods provided inspiration to address more practical problems which have \u003cem\u003egrayscale\u003c\/em\u003e as opposed to \u003cem\u003ebinary\u003c\/em\u003e patterns (e.g., alphanumeric characters, aircraft silhouettes) and are also more complex in nature as opposed to purely edge-extracted images - human face recognition \u003cem\u003eis\u003c\/em\u003e such a problem. \u003cbr\u003e \u003cem\u003eHuman Face Recognition Using Third-Order Synthetic Neural Networks\u003c\/em\u003e serves as an excellent reference for researchers and professionals working on applying neural network technology to the recognition of complex visual patterns.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Hardcover","offer_id":45281633075351,"sku":"9780792399575","price":10900.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780792399575.webp?v=1769299792","url":"https:\/\/atlanticbooks.com\/products\/human-face-recognition-using-third-order-synthetic-neural-networks-9780792399575","provider":"Atlantic Books","version":"1.0","type":"link"}