{"product_id":"image-processing-and-acquisition-using-python-9780367198084","title":"Image Processing and Acquisition Using Python","description":"\u003cp\u003e • Author(s): Ravishankar Chityala\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Graphic Methods\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eImage Processing and Acquisition using Python\u003c\/strong\u003e provides readers with a sound foundation in both image acquisition and image processing--one of the first books to integrate these topics together. By improving readers' knowledge of image acquisition techniques and corresponding image processing, the book will help them perform experiments more effectively and cost efficiently as well as analyze and measure more accurately. Long recognized as one of the easiest languages for non-programmers to learn, Python is used in a variety of practical examples.\u003c\/p\u003e\u003cp\u003eA refresher for more experienced readers, the first part of the book presents an introduction to Python, Python modules, reading and writing images using Python, and an introduction to images. The second part discusses the basics of image processing, including pre\/post processing using filters, segmentation, morphological operations, and measurements. The second part describes image acquisition using various modalities, such as x-ray, CT, MRI, light microscopy, and electron microscopy. These modalities encompass most of the common image acquisition methods currently used by researchers in academia and industry. \u003c\/p\u003e\u003cp\u003eFeatures\u003c\/p\u003e\u003cul\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eCovers both the physical methods of obtaining images and the analytical processing methods required to understand the science behind the images.\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eContains many examples, detailed derivations, and working Python examples of the techniques.\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eOffers practical tips on image acquisition and processing.\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eIncludes numerous exercises to test the reader's skills in Python programming and image processing, with solutions to selected problems, example programs, and images available on the book's web page.\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eNew to this edition\u003c\/p\u003e\u003cul\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eMachine learning has become an indispensable part of image processing and computer vision, so in this new edition two new chapters are included: one on neural networks and the other on convolutional neural networks. \u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eA new chapter on affine transform and many new algorithms.\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eUpdated Python code aligned to the latest version of modules.\u003c\/li\u003e \u003c\/ul\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Hardcover","offer_id":45240440684695,"sku":"9780367198084","price":12351.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780367198084.webp?v=1769225531","url":"https:\/\/atlanticbooks.com\/products\/image-processing-and-acquisition-using-python-9780367198084","provider":"Atlantic Books","version":"1.0","type":"link"}