{"product_id":"deep-learning-for-crack-like-object-detection-9781032181196","title":"Deep Learning for Crack-Like Object Detection","description":"\u003cp\u003e • Author(s): Kaige Zhang\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Machine Theory\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eComputer vision-based crack-like object detection has many useful applications, such as inspecting\/monitoring pavement surface, underground pipeline, bridge cracks, railway tracks etc. However, in most contexts, cracks appear as thin, irregular long-narrow objects, and often are buried in complex, textured background with high diversity which make the crack detection very challenging. During the past a few years, deep learning technique has achieved great success and has been utilized for solving a variety of object detection problems.\u003c\/p\u003e\u003cp\u003eThis book discusses crack-like object detection problem comprehensively. It starts by discussing traditional image processing approaches for solving this problem, and then introduces deep learning-based methods. It provides a detailed review of object detection problems and focuses on the most challenging problem, crack-like object detection, to dig deep into the deep learning method. It includes examples of real-world problems, which are easy to understand and could be a good tutorial for introducing computer vision and machine learning.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Paperback","offer_id":45243513766039,"sku":"9781032181196","price":1764.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781032181196.webp?v=1769235009","url":"https:\/\/atlanticbooks.com\/products\/deep-learning-for-crack-like-object-detection-9781032181196","provider":"Atlantic Books","version":"1.0","type":"link"}