{"product_id":"face-recognition-using-colour-statistics-gholamreza-anbarjafari-9783639247046","title":"Face Recognition Using Colour Statistics","description":"In this book, a new high performance face recognition system based on matching the colour pixel statistics is introduced. A pre-processing phase is introduced and applied to segment faces from the background. Furthermore, a dedicated image equalization method is introduced and implemented to minimize the illumination problems of the images for further processing. The histogram of the segmented face image as pixel statistics feature is used for face recognition by cross correlating the histogram of a given face and the histograms of faces in the database. Alternatively the probability distribution functions of the images in different colour channels, together with the Kullback-Leibler Divergence\/Distance (KLD) metric is also used for the recognition of faces. Majority voting (MV) and feature vector fusion (FVF) methods is briefly introduced and applied to combine feature vectors obtained from different colour channels in HSI and YCbCr colour spaces to improve recognition performance.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Gholamreza Anbarjafari,Hasan Demirel\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3639247043\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783639247046\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e VDM Verlag\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/24\/2010\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 80\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.28lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.19d","brand":"Gholamreza Anbarjafari","offers":[{"title":"Paperback","offer_id":48454059983103,"sku":"9783639247046","price":52.92,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_a6608166-3754-4c33-b3aa-697243bf1de3.jpg?v=1777303941","url":"https:\/\/www.whiterainbookhouse.com\/products\/face-recognition-using-colour-statistics-gholamreza-anbarjafari-9783639247046","provider":"WR Book House","version":"1.0","type":"link"}