{"product_id":"object-identification-and-categorization-with-sungho-kim-9783639010336","title":"Object Identification and Categorization with Visual Context","description":"The goal of object recognition is to label objects from images and to estimate the poses of the labeled objects. The field of object recognition has seen tremendous progress with successful appli-cations in some specific domains such as face recognition. However, the current state-of-the-art methods show unsatisfactory results for more general object domains in complex natural environments with visual ambiguities. In this dissertation, we aim to enhance the object identification and categorization with the guide of visual context and graphical model. In this work, we propose a general framework for the cooperative object identification and object categorization. Examplars used in identification provide useful information of simi-larity in categorization. Conversely, novel objects are rejected in identification but the proposed object categorization can label the novel objects and segment them out for database update in identification. This work can be helpful to the engineers in artificial intelligence and machine vision.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Sungho Kim,In So Kweon\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3639010337\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783639010336\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e VDM Verlag Dr. Mueller E.K.\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/07\/2008\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 208\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.63lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.44d","brand":"Sungho Kim","offers":[{"title":"Paperback","offer_id":47305511829759,"sku":"9783639010336","price":85.32,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_3619cd87-7543-4617-816a-9ee24776152d.jpg?v=1758831083","url":"https:\/\/www.whiterainbookhouse.com\/products\/object-identification-and-categorization-with-sungho-kim-9783639010336","provider":"WR Book House","version":"1.0","type":"link"}