{"product_id":"deep-learning-for-crack-like-object-detection","title":"Deep Learning for Crack-Like Object Detection","description":"\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":"None","offers":[{"title":"Paperback","offer_id":46239716540626,"sku":"9781032181196","price":44.5,"currency_code":"CAD","in_stock":true},{"title":"Hardcover","offer_id":46239716573394,"sku":"9781032181189","price":103.95,"currency_code":"CAD","in_stock":true},{"title":"Kobo eBook","offer_id":46239716606162,"sku":"5533ac75-e3b5-347b-8e3e-682f9fd19a60","price":41.21,"currency_code":"CAD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0655\/8980\/5233\/files\/1_466971bf-ef81-45f9-8eb1-857cd4e48b48.jpg?v=1763436811","url":"https:\/\/www.indigo.ca\/products\/deep-learning-for-crack-like-object-detection","provider":"Indigo","version":"1.0","type":"link"}