复杂条件下的人脸特征提取和分类研究(英文版)
内容简介
Asmotivatedbytheextensivepotentialapplicationsinpublicsecurity,financialsecurity,human-computerinteraction,biometricsrecognitionespeciallyfacerecognitionhasbecomeoneofthehottopicsinthefieldsofpatternrecognitionandartificialintelligence.Thisbookmainlyfocusesonfeatureextractionandclassificationalgorithmsundercomplexconditions,anditsobjectiveisthatthereaderscanquicklyunderstandthelatestfeatureextractionandclassificationmethods.Themaincontentsofthebookareasfollows:imagesynthesisandclassificationmethodbasedonquotientimagetheory;aclassificationmethodbasedonreconstructionerrorandnormalizeddistance;facerecognitionmethodbasedontheoriginalandapproximatefaceimages;enhancedcollaborativerepresentationbasedclassification;approximateandcompetitiverepresentationmethod;akerneltwo-phasetestsamplesparserepresentationmethod;quaternion-basedmaximummargincriterionmethod.《BR》 Thisbookcanbeusedforpostgraduatesandseniorundergraduatesmajoredincontrolscienceandengineering.Meanwhile,itisalsoaquiteusefulreferencebookfortheresearchersintherelatedfields.