{"product_id":"object-detection-and-recognition-in-digital-images-theory-and-practice-9780470976371","title":"Object Detection and Recognition in Digital Images: Theory and Practice","description":"\u003cp\u003e • Author(s): Boguslaw Cyganek\u003cbr\u003e • Publisher: Wiley\u003cbr\u003e • Publisher Imprint: Wiley\u003cbr\u003e • BISAC: Computer Engineering\u003c\/p\u003e\u003cp\u003eObject 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. \u003c\/p\u003e\u003cp\u003eKey features:\u003c\/p\u003e  *Explains 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. *Places an emphasis on tensor and statistical based approaches within object detection and recognition. *Provides 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. *Contains numerous case study examples of mainly automotive applications. *Includes 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.","brand":"Wiley","offers":[{"title":"Hardcover","offer_id":45201595367575,"sku":"9780470976371","price":14246.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780470976371.webp?v=1767307434","url":"https:\/\/atlanticbooks.com\/products\/object-detection-and-recognition-in-digital-images-theory-and-practice-9780470976371","provider":"Atlantic Books","version":"1.0","type":"link"}