{"product_id":"9781118618363","title":"Object Detection and Recognition in Digital Images: Theory and Practice","description":"Object detection, tracking and recognition in images are key problems in computer vision. This book provides the reader with a balanced treatment between the theory and practice of selected methods in these areas to make the book accessible to a range of researchers, engineers, developers and postgraduate students working in computer vision and related fields. \u003cp\u003eKey features:\u003c\/p\u003e \u003cul\u003e \u003cli\u003eExplains the main theoretical ideas behind each method (which are augmented with a rigorous mathematical derivation of the formulas), their implementation (in C++) and demonstrated working in real applications.\u003c\/li\u003e \u003cli\u003ePlaces an emphasis on tensor and statistical based approaches within object detection and recognition.\u003c\/li\u003e \u003cli\u003eProvides an overview of image clustering and classification methods which includes subspace and kernel based processing, mean shift and Kalman filter, neural networks, and k-means methods.\u003c\/li\u003e \u003cli\u003eContains numerous case study examples of mainly automotive applications.\u003c\/li\u003e \u003cli\u003eIncludes a companion website hosting full C++ implementation, of topics presented in the book as a software library, and an accompanying manual to the software platform.\u003c\/li\u003e \u003c\/ul\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":47130369130736,"sku":"9781118618363","price":139.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781118618363_p0.jpg?v=1769888847","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781118618363","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}