{"product_id":"content-based-image-retrieval-von-yuhang-zhang","title":"Content-based Image Retrieval","description":"\u003cp\u003eExperienced decades of rapid development in digital  vision sensors and storage devices, today''s world is  enduring a flood of digital images. Practical image  retrieval system is of more value now than ever.  Traditional image retrieval systems were based on the  text labels manually attached to each image, which  requires intensive human labors and can hardly keep  up with the growing number of images. Hence retrieval  systems directly based on the visual content of  images make their way to the foreground. Unlike other  existing content-based image retrieval systems, the  image to be retrieved in this project contains  extremely strong background clutters and significant  scale variance. The existence of multiple copies of  identical objects can also confuse the retrieval  system if it relies on previous methods. With the  methods proposed in this book, we build up a system  which can retrieve queried objects from thousands of  candidates accurately and fast. This work  demonstrates and promotes the practicability of  computer vision technology in object recognition  applications. It can be a reference to both  industrials and research.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838358086\"\u003e\u003ch3\u003eOut of the Clutter in a Big Supermarket\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838358086","offer_id":39469162266717,"sku":"9783838358086","price":49.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/e6b81407-7fb6-4e5f-aa1b-33f37592f7e7.jpg?v=1773383642","url":"https:\/\/shop.autorenwelt.de\/products\/content-based-image-retrieval-von-yuhang-zhang","provider":"Autorenwelt Shop","version":"1.0","type":"link"}