{"product_id":"9781032181189-deep-learning-for-cracklike-object-detec","title":"Deep Learning for Crack-Like Object Detection","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003e\u003cp\u003eAccurately detecting crack localization is not an easy task. This book addresses important issues in detecting crack-like objects and provides a practical smart pavement surface inspection system using deep learning. \u003c\/p\u003e\n\u003cbr\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\n\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\n\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":40747945558113,"sku":"9781032181189","price":57.79,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/orig_29642741.jpg?v=1760341366","url":"https:\/\/www.rarewaves.com\/products\/9781032181189-deep-learning-for-cracklike-object-detec","provider":"Rarewaves.com","version":"1.0","type":"link"}