{"product_id":"a-beginners-guide-to-image-jyotismita-chaki-9780367570804","title":"A Beginner's Guide to Image Preprocessing Techniques","description":"\u003cp\u003eFor optimal computer vision outcomes, attention to image pre-processing is required so that one can improve image features by eliminating unwanted falsification. This book emphasizes various image pre-processing methods which are necessary for early extraction of features from the image. Effective use of image pre-processing can offer advantages and resolve complications that finally results in improved detection of local and global features. Different approaches for image enrichments and improvements are conferred in this book that will affect the feature analysis depending on how the procedures are employed.\u003c\/p\u003e\u003cp\u003eKey Features\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e \u003cp\u003e\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e \u003cli\u003eDescribes the methods used to prepare images for further analysis which includes noise removal, enhancement, segmentation, local, and global feature description\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e \u003cli\u003eIncludes image data pre-processing for neural networks and deep learning\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e \u003cli\u003eCovers geometric, pixel brightness, filtering, mathematical morphology transformation, and segmentation pre-processing techniques\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e \u003cli\u003eIllustrates a combination of basic and advanced pre-processing techniques essential to computer vision pipeline\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e \u003cli\u003eDetails complications to resolve using image pre-processing\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jyotismita Chaki,Nilanjan Dey\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0367570807\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780367570804\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/30\/2020\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 100\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.38lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.24d","brand":"Jyotismita Chaki","offers":[{"title":"Paperback","offer_id":48443406647551,"sku":"9780367570804","price":68.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_6879e256-cf93-4c82-8a97-853096fbc1b0.jpg?v=1777205315","url":"https:\/\/www.whiterainbookhouse.com\/products\/a-beginners-guide-to-image-jyotismita-chaki-9780367570804","provider":"WR Book House","version":"1.0","type":"link"}