@incollection{, A994DEE8D5FD0CC806F6B8ED12130614 , author={{Dr.T.Archana} and {Kakatiya University}}, journal={{Global Journal of Computer Science and Technology}}, journal={{GJCST}}0975-41720975-435010.34257/gjcst, address={Cambridge, United States}, publisher={Global Journals Organisation}12133348 } @incollection{b0, , title={{Gabor-based kernel PCA with fractional power polynomial models for face recognition}} , author={{ ChengjunLiu }} doi: 10.1109/ TPAMI. 2004.1273927 , journal={{IEEE Transactions on}} 26 5 , year={May 2004} , note={Pattern Analysis and Machine Intelligence} } @incollection{b1, , title={{Statistical approach to shape from shading: Reconstructionof three-dimensional face surfaces from single two-dimensional images}} , author={{ JJAtick } and { PAGriffin } and { ANRedlich }} , journal={{NeuralComputation}} 8 6 , year={1996} } @incollection{b2, , title={{Parametric feature detection}} , author={{ SBaker } and { SKNayar } and { HMurase }} , booktitle={{International Journalof Computer Vision}} , year={1998} 27 18 } @incollection{b3, , title={{Eigen faces vs. Fisher faces: Recognition using class specific linear projection}} , author={{ PNBelhumeur } and { JPHespanha } and { DJKriegman }} , journal={{IEEE Trans. Pattern Analysis and Machine Intelligence}} 19 7 , year={1997} } @incollection{b4, , title={{Vectorizing face images by interleaving shape and texture computations}} , author={{ DBeymer }} , journal={{Artificial Intelligence Laboratory}} , year={1995} , publisher={MIT} , note={A.I.memo No. 1537} } @incollection{b5, , title={{Face recognition based on fitting a 3d morphable model}} , author={{ VBlanz } and { TVetter }} , journal={{IEEETrans. Pattern Analysis and Machine Intelligence}} 25 9 , year={2003} } @incollection{b6, , title={{Face recognition: Features vs. templates}} , author={{ RBrunelli } and { TPoggio }} , journal={{IEEE Trans. PatternAnalysis and Machine Intelligence}} 15 10 , year={1993} } @incollection{b7, , title={{Evidence for edge and bar detectors in human vision}} , author={{ DBurr } and { MMorrone } and { DSpinelli }} , journal={{Vision Research}} 29 4 , year={1989} } @incollection{b8, , title={{Human and machine recognition of faces: Asurvey}} , author={{ RChellappa } and { CLWilson } and { SSirohey }} , booktitle={{Proc. IEEE}} IEEE , year={1995} 83 } @incollection{b9, , title={{The computer understanding of faces}} , author={{ ICraw } and { DTock }} , booktitle={{Processing Images of Faces}} , editor={ VBruce MBurton } essing Images of Faces , publisher={Ablex Publishing Corporation} , year={1992} } @book{b10, , title={{An Introduction to Support Vector Machines and other kernel-based learning methods}} , author={{ NCristianini } and { JShawe-Taylor }} , year={2000} , publisher={Cambridge University Press} } @incollection{b11, , title={{Face and gesture recognition: Overview}} , author={{ JDaugman }} , journal={{IEEE Trans. Pattern Analysis and Machine Intelligence}} 19 7 , year={1997} } @incollection{b12, , title={{Two-dimensional spectral analysis of cortical receptive field profiles}} , author={{ JGDaugman }} , journal={{VisionResearch}} 20 , year={1980} } @incollection{b13, , title={{Complete discrete 2-D Gabor transforms by neural networks for image analysis and compression}} , author={{ JGDagan }} , journal={{IEEE Trans. Pattern Analysis and Machine Intelligence}} 36 7 , year={1988} } @book{b14, , title={{Combination of Nonlinear Dimensionality Reduction Techniques for Face Recognition System}} , author={{ SKSandhu } and { SumitBudhiraja }} , note={published in IJERA} } @incollection{b15, , title={{Application of the Karhunen-Loeve procedure for the characterization of human faces}} , author={{ MKirby } and { LSirovich }} , journal={{IEEE Trans. Pattern Analysis and Machine Intelligence}} 12 1 , year={1990} } @incollection{b16, , title={{Eigen faces for recognition}} , author={{ MTurk } and { APentland }} , journal={{Journal of Cognitive Neuroscience}} 13 1 , year={1991} } @incollection{b17, , title={{Evolutionary pursuit and its application to face recognition}} , author={{ CLiu } and { HWechsler }} , journal={{IEEETrans. Pattern Analysis and Machine Intelligence}} 22 6 , year={2000} } @incollection{b18, , title={{Face Recognition : A Literature Survey}} , author={{ WZhao } and { RChellapa } and { ARosenfield } and { PJPhilips }} , booktitle={{ACM proceedings}} , year={2003} } @book{b19, , author={{ AMPatil } and { SRKolhe } and { PPatil }} , title={{2DFace Recognition Techniques: ASurvey}} , year={2010} } @incollection{b20, , title={{Linear object classes and image synthesis from a single exampleimage}} , author={{ TVetter } and { TPoggio }} , journal={{IEEE Trans. Pattern Analysis and Machine Intelligence}} 19 7 , year={1997} } @incollection{b21, , title={{Automatic interpretation and coding of face imagesusing flexible models}} , author={{ ALanitis } and { CJTaylor } and { TFCootes }} , journal={{IEEE Trans. Pattern Analysis and Machine Intelligence}} 19 7 , year={1997} } @incollection{b22, , title={{A shape and texture based enhanced fisher classifier for face recognition}} , author={{ CLiu } and { HWechsler }} , journal={{IEEE Trans. on Image Processing}} 10 4 , year={2001} } @incollection{b23, , title={{Two-dimensional spectral analysis of cortical receptive field profiles}} , author={{ JGDaugman }} , journal={{Vision Research}} 20 , year={1980} } @incollection{b24, , title={{Mathematical description of the responses of simple cortical cells}} , author={{ SMarcelja }} , journal={{Journal Opt. Soc. Amer}} 70 , year={1980} } @incollection{b25, , title={{Distortion invariant object recognition in the dynamic link architecture}} , author={{ MLades } and { JCVorbruggen } and { JBuhmann } and { JLange } and { CDer Malsburg } and { RPWurtz } and { Konen }} , journal={{IEEETrans. Computers}} 42 , year={1993} } @incollection{b26, , title={{Face recognition by elasticbunch graph matching}} , author={{ LWiskott } and { JMFellous } and { NKruger } and { CVon } and { Malsburg }} , journal={{IEEE Trans. Pattern Analysis and Machine Intelligence}} 19 7 , year={1997} } @incollection{b27, , title={{Independent component analysis of Gabor features for face recognition}} , author={{ CLiu } and { HWechsler }} , journal={{IEEE Trans. on Neural Networks}} 14 4 , year={2003} } @incollection{b28, , title={{A Bayesian discriminating features method for face detection}} , author={{ CLiu }} , journal={{IEEE Trans. PatternAnalysis and Machine Intelligence}} 25 6 , year={2003} } @incollection{b29, , title={{Probabilistic visual learning for object representation}} , author={{ BMoghaddam } and { APentland }} , journal={{IEEE Trans. Pattern Analysis and Machine Intelligence}} 19 7 , year={1997} } @incollection{b30, , title={{Using discriminant eigen features for image retrieval}} , author={{ DLSwets } and { JWeng }} , journal={{IEEE Trans. Pattern Analysis and Machine Intelligence}} 18 8 , year={1996} } @incollection{b31, , title={{Multiframe approachesto improve face recognition}} , author={{ DThomas } and { KWBowyer } and { PJFlynn }} , booktitle={{Proc. IEEE Workshop Motion Video Comput}} IEEE Workshop Motion Video ComputAustin, TX , year={2007} 19 } @incollection{b32, , title={{Discriminant analysis for recognition of human face images}} , author={{ KEtemad } and { RChellappa }} , journal={{J. Opt. Soc. Am. A}} 14 , year={1997} } @incollection{b33, , title={{Nonlinear component analysis as a kernel eigen value problem}} , author={{ BScholkopf } and { ASmola } and { KMuller }} , journal={{Neural Computation}} 10 , year={1998} } @incollection{b34, , title={{Face recognition using kernel Eigen faces}} , author={{ MHYang } and { NAhuja } and { DKriegman }} , booktitle={{Proc. IEEE International Conference on Image Processing}} IEEE International Conference on Image essingVancouver, Canada , year={September, 2000} } @incollection{b35, , title={{Principal manifolds and probabilistic subspaces for visual recognition}} , author={{ BMoghaddam }} , journal={{IEEE Trans. Pattern Analysis and Machine Intelligence}} 24 6 , year={2002} } @incollection{b36, , title={{Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional cortical filters}} , author={{ JGDaugman }} , journal={{Journal Opt. Soc. Amer}} 2 7 , year={1985} } @book{b37, , title={{Learning with Kernels: Support Vector Machines, Regularization, Optimization and Beyond}} , author={{ BScholkopf } and { ASmola }} , year={2002} , publisher={MIT Press} } @incollection{b38, , title={{Background learning for robust face recognition with PCA in the presence of clutter}} , author={{ ANRajagopalan } and { RChellappa } and { NTKoterba }} doi: 10.1109/ TIP. 2005. 847288 , journal={{IEEE Transactions on}} 14 6 , year={June 2005} , note={Image Processing} } @incollection{b39, , title={{Low-dimensional procedure for the characterization of human faces}} , author={{ LSirovich } and { MKirby }} , journal={{J. Opt. Soc. Amer. A}} 4 , year={1987} } @incollection{b40, , title={{Identifying non cooperative subjects at a distance using face images and inferred three dimensional face models}} , author={{ GMedioni } and { JChoi } and { C.-HKuo } and { DFidaleo }} , journal={{IEEE Trans. Syst., Man, Cybern. A, Syst., Humans}} 39 1 , year={Jan. 2009} } @incollection{b41, , title={{Strategies for improving face recognition from video}} , author={{ DThomas } and { KWBowyer } and { PJFlynn }} , booktitle={{Advances in Biometrics: Sensors, Systems andAlgorithms}} , editor={ NRatha VGovindaraju } New York , publisher={Springer-Verlag} , year={2007} } @incollection{b42, , title={{Viewbased and modul are igen spaces for face recognition}} , author={{ APentland } and { BMoghaddam } and { TStarner }} , booktitle={{Proc. IEEE Int. Conf. Computer Vision and Pattern Recognition}} IEEE Int. Conf. Computer Vision and Pattern Recognition , year={1994} } @incollection{b43, , title={{HMM-based architecture for face identification}} , author={{ FSamaria } and { SYoung }} , journal={{Image Vis. Comput}} , year={1994} } @incollection{b44, , title={{Contemporary composite techniques: The impact of a forensically-relevant target delay}} , author={{ CDFrowd } and { DCarson } and { HNess } and { DMcquiston } and { JRichardson } and { HBaldwin } and { PJ BHancock }} , journal={{Legal Criminol. Psychol}} 10 1 , year={Feb. 2005} } @incollection{b45, , title={{Face Recognition Based on MPCA}} , author={{ ZhangChen Cai-Ming } and { ChenShi-Qing } and { Yuefen }} , booktitle={{2nd International Conference on Industrial Mechatronics and Automation}} , year={2010} } @incollection{b46, , title={{Face recognition by multi-frame fusion of rotating headsin videos}} , author={{ SJCanavan } and { MPKozak } and { YZhang } and { SRSullins } and { MAShreve } and { .BGoldgof }} , booktitle={{Proc. IEEE Int. Conf. BTAS}} IEEE Int. Conf. BTASWashington, DC , year={Sep. 27-29,2007} } @incollection{b47, , title={{Discriminant analysis for recognition ofhuman face images}} , author={{ KEtemad } and { RChellappa }} , journal={{J. Opt. Soc. Amer. A}} 14 , year={1997} } @book{b48, , title={{Face recognition from a single image perperson: Asurvey}} , author={{ XiaoyangTana } and { SongcanChena } and { C } and { *Zhi-Huazhoub } and { FuyanZhangb }} , year={2006} , note={Published in Elseiver} } @incollection{b49, , title={{Discriminant analysis of principal components for face recognition}} , author={{ WZhao } and { AKrishnaswamy } and { RChellappa } and { DLSwets } and { JWeng }} , booktitle={{Face Recognition: From Theory to Applications}} , editor={ HWechsler PJPhillips VBruce FFSoulie TSHuang } New York , publisher={Springer-Verlag} , year={1998} } @incollection{b50, , title={{Evolutionary pursuit and its application to face recognition}} , author={{ CLiu } and { HWechsler }} , journal={{IEEE Trans. Pattern Anal. Mach. Intell}} 22 6 , year={Jun. 2000} } @incollection{b51, , title={{The FERET evaluation methodology for facerecognition algorithms}} , author={{ PJPhillips } and { HMoon } and { SARizvi } and { PJRauss }} , journal={{IEEE Trans. Pattern Anal. Mach. Intell}} 22 8 , year={Aug. 2000} } @incollection{b52, , title={{Looking at people: Sensing for ubiquitous and wearable computing}} , author={{ APentland }} , journal={{IEEE Trans. Pattern Anal. Mach. Intell}} 22 1 , year={Jan. 2000} } @incollection{b53, , title={{PCA versus LDA}} , author={{ AMMartinez } and { ACKak }} , journal={{IEEE Trans. Pattern Anal. Mach. Intell}} 23 2 , year={Feb. 2001} } @incollection{b54, , title={{Example-based learning for view-based human face detection}} , author={{ KSung } and { TPoggio }} , journal={{IEEE Trans. Pattern Anal. Mach. Intell}} 20 1 , year={Jan. 1998} } @incollection{b55, , title={{Neural network-based face detection}} , author={{ HARowley } and { SBaluja } and { TKanade }} , journal={{IEEE Trans. Pattern Anal. Mach. Intell}} 20 1 , year={Jan. 1998} } @incollection{b56, , title={{Locating human faces in a cluttered scene}} , author={{ ANRajagopalan } and { KSKumar } and { JKarlekar } and { RManivasakan } and { MMPatil } and { UBDesai } and { PGPoonacha } and { SChaudhuri }} , journal={{Graph. Models Image Process}} 62 , year={2000} } @incollection{b57, , title={{Face detection: A survey}} , author={{ EHjelmas } and { BKLow }} , journal={{Comput. Vision Image Understanding}} 83 , year={2001} } @incollection{b58, , title={{Detecting faces in images: A survey}} , author={{ MYang } and { DJKriegman } and { NAhuja }} , journal={{IEEE Trans. Pattern Anal. Mach. Intell}} 24 1 , year={Jan. 2002} } @incollection{b59, , title={{Gabor-based kernel PCA with doubly nonlinear mapping for face recognition with a single face image}} , author={{ XudongXie } and { ; Kin-ManLam }} doi: 10.1109/ TIP.2006. 877435 , journal={{IEEE Transactions on}} 15 9 , year={Sept. 2006} , note={Image Processing} } @incollection{b60, , title={{A comparative study of local matching approach for face; recognition}} , author={{ JZou } and { QJi } and { GNagy }} , journal={{IEEE Transactions on Image Processing}} 16 , year={2007} } @incollection{b61, , title={{On combining classifiers}} , author={{ JKittler } and { MHatef } and { RP WDuin } and { JMatas }} , journal={{IEEE Trans. Pattern Anal.Mach. Intell}} 20 3 , year={Mar. 1998} } @incollection{b62, , title={{A Survey of Face Recognition Algorithms and TestingResults}} , author={{ WilliamABarrett }} , booktitle={{Proceedings of the IEEE}} the IEEE , year={1998} } @incollection{b63, , title={{Face recognition by elastic bunch graph matching}} , author={{ LWiskott } and { JMFellous } and { NKrüger } and { CMalsburg }} , journal={{IEEE Trans. Pattern Anal.Mach. Intell}} 19 7 , year={Jul. 1997} } @incollection{b64, , title={{Face recognitionby independent component analysis}} , author={{ MSBartlett } and { JRMovellan } and { TJSejnowski }} , journal={{IEEE Trans. Neural Netw}} 13 6 , year={Dec 2002} } @incollection{b65, , title={{Dimensionality Reduction Techniques for Face Recognition}} , author={{ S SShylaja } and { K N BalasubramanyaMurthy Ands Natarajan }} , journal={{IJACSA) International Journal of Advanced Computer Science and Applications}} , year={2011} } @book{b66, , title={{Principal Manifolds and Bayesian Subspaces for Visual Recognition Mitsubishi Electric Res. Lab}} , author={{ BMoghaddam }} , year={1999} , note={Tech. Rep} } @incollection{b67, , title={{ICA:A comparison on the FERET data set}} , author={{ KBack } and { BADraper } and { JRBeveridge } and { KShe }} , booktitle={{Proc. Int. Conf. Computer Vision, Pattern Recognition and Image Processing}} Int. Conf. Computer Vision, Pattern Recognition and Image essingDurham, NC , year={2002} , note={PCA vs} } @incollection{b68, , title={{Face recognitionusing 2-D, 3-D and infrared: Is multimodal better than multisample?}} , author={{ KWBowyer } and { KChang } and { PJFlynn } and { XChen }} , booktitle={{Proc. IEEE}} IEEE , year={Nov. 2006} 94 } @book{b69, , title={{linear and nonlinear dimensionality reduction for face recognition}} , author={{ WailingHuang } and { HujunYin }} , year={2009} , publisher={IEEE} } @incollection{b70, , title={{Face recognition using laplacianfaces}} , author={{ XHe } and { SYan } and { YHu } and { PNiyogi } and { H.-JZhang }} , journal={{IEEE Trans. Pattern Anal. Mach. Intell}} 27 3 , year={Mar. 2005} } @book{b71, , author={{ SHaykin }} , title={{Neural Networks-A Comprehensive Foundation}} New York , publisher={Prentice-Hall} , year={1999} , note={2nd ed} } @incollection{b72, , title={{Comparative Studies of Feature Extraction Methods with Application to Face Recognition}} , author={{ YunfeiJiang } and { PingGuo }} , journal={{IEEE}} , year={2007} } @incollection{b73, , title={{Bi-level dimensionality reduction methods using feature selection and feature extraction}} , author={{ LalithaVeerabhadrappa } and { Rangarajan }} , journal={{International Journal of Computer Applications}} 4 2 , year={July 2010} } @book{b74, , title={{Face Recognition Algorithms}} , year={2010} , note={Ion Marqu´es} } @incollection{b75, , title={{Gabor-based kernel PCA with fractional power polynomialmodels for face recognition}} , author={{ CLiu }} , journal={{IEEE Trans. Pattern Anal. Mach. Intell}} 26 5 , year={May 2004} } @incollection{b76, , title={{Fisher discriminant analysis with kernels}} , author={{ SMika } and { GRätsch } and { JWeston } and { BSchölkopf } and { K.-RMüller }} , booktitle={{Proc. IEEE Int. Workshop Neural Networks for Signal Processing IX}} IEEE Int. Workshop Neural Networks for Signal essing IX , year={Aug. 1999} } @incollection{b77, , title={{Generalized discriminant analysis usinga kernel approach}} , author={{ GBaudat } and { FAnouar }} , journal={{Neural Comput}} 12 10 , year={2000} } @incollection{b78, , title={{Improving kernel fisher discriminant analysis for face recognition}} , author={{ QLiu } and { HLu } and { SMa }} , journal={{IEEE Trans. Circuits Syst. Video Technol}} 14 1 , year={Jan. 2004} } @incollection{b79, , title={{KPCA plus LDA:A complete kernel fisher discriminant framework for feature extractionand recognition}} , author={{ JYang } and { AFFrangi } and { JYang } and { DZhang } and { ZJin }} , journal={{IEEE Trans. Pattern Anal. Mach. Intell}} 27 2 , year={Feb. 2005} } @book{b80, , title={{An Introduction to Wavelets}} , author={{ CKChui }} , year={1992} , publisher={Academic} , address={Boston, MA} } @book{b81, , title={{}} , author={{ JianYang }} } @incollection{b82, , title={{Constructing PCA Baseline Algorithms to Reevaluate ICA-Based Face-Recognition Performance}} , author={{ DZhang } and { YangJing-Yu }} 10.1109/TSMCB.2007.891541 , journal={{Systems, Man, and Cybernetics}} 37 4 , year={Aug. 2007} , note={IEEE Transactions} } @book{b83, , title={{Independent Component Analysis}} , author={{ AHyvärinen } and { JKarhunen } and { EOja }} , year={2001} , publisher={Wiley} , address={New York} } @incollection{b84, , title={{Independent components of faceimages: A representation for face recognition}} , author={{ MSBartlett } and { TJSejnowski }} , booktitle={{Proc. 4th Annu}} 4th AnnuPasadena, CA , year={May 17, 1997} } @incollection{b85, , title={{Sum versus vote fusion in multiple classifier systems}} , author={{ JKittler } and { FMAlkoot }} , journal={{IEEE Trans. Pattern Anal. Mach. Intell}} 25 1 , year={Jan. 2003} } @incollection{b86, , title={{Independent component analysis: Algorithmsand applications}} , author={{ AHyvärinen } and { EOja }} , journal={{Neural Netw}} 13 4/5 , year={May/Jun. 2000} } @incollection{b87, , title={{An informationmaximization approach toblind separation and blind deconvolution}} , author={{ AJBell } and { TJSejnowski }} , journal={{Neural Comput}} 7 6 , year={Nov. 1995} } @incollection{b88, , title={{The 'independent components'of naturalscenes are edge filters}} , author={{ AJBell } and { TJSejnowski }} , journal={{Vis. Res}} 37 23 , year={Dec. 1997} } @incollection{b89, , title={{A fast fixed-point algorithm for independent component analysis}} , author={{ AHyvärinen } and { EOja }} , journal={{Neural Comput}} 9 7 , year={Oct. 1997} } @incollection{b90, , title={{Independent component analysis of faceimages}} , author={{ PCYuen } and { JHLai }} , booktitle={{Proc. IEEE Int. Conf. Biological Motivated Comput. Vis}} IEEE Int. Conf. Biological Motivated Comput. Vis , year={May 2000} } @incollection{b91, , title={{Face representation using independent component analysis}} , author={{ PCYuen } and { JHLai }} , journal={{Pattern Recognit}} 35 6 , year={Jun. 2002} } @incollection{b92, , title={{Comparative assessment of independent component analysis for face recognition}} , author={{ CLiu } and { HWechsler }} , booktitle={{Proc. 2nd Int. Conf. Audio and Video-Based Biometric Person Authentication}} 2nd Int. Conf. Audio and Video-Based Biometric Person AuthenticationWashington, DC , year={Mar. 22-24, 1999} } @incollection{b93, , title={{enhancing face recognition using improved dimensionality reduction and feature extraction algorithms -an evaluation with orl database}} , author={{ SSakthivel }} , journal={{international journal of engineering science and technology}} , year={2010} } @incollection{b94, , title={{Enhanced independent component analysis and its application to content based face image retrieval}} , author={{ CLiu }} , journal={{Man, Cybern. B, Cybern}} 34 2 , year={Apr. 2004} , note={IEEE Trans. Syst.} } @incollection{b95, , title={{PCA vs ICA:A comparison on the FERET data set}} , author={{ KBaek } and { BADraper } and { JRBeveridge } and { KShe }} , booktitle={{Proc. Joint Conf}} Joint ConfDurham, NC , year={2002} } @incollection{b96, , title={{Four heads are better than one: Combining face composites yieldsZHANG et al.: HAND-DRAWN FACE SKETCH RECOGNITION 485 improvements in face likeness}} , author={{ VBruce } and { HNess } and { PJHancock } and { CNewman } and { JRarity }} , journal={{J. Appl. Psychol}} 87 5 , year={Oct. 2002} } @incollection{b97, , title={{Orthogonal ICA representation of images}} , author={{ ZJin } and { FDavoine }} , booktitle={{Proc. 8th Int. Conf. Control, Autom., Robot. and Vis}} 8th Int. Conf. Control, Autom., Robot. and VisKunming, China , year={Dec. 6-9, 2004} } @incollection{b98, , title={{A comparative analysis of face recognitionperformance with visible and thermal infrared imagery}} , author={{ DSocolinsky } and { ASelinger }} , booktitle={{Proc. Int.Conf. Pattern Recog}} Int.Conf. Pattern RecogQuebec City, QC, Canada , year={2002} } @book{b99, , author={{ BADraper } and { KBaek } and { MSBartlett } and { JRBeveridge }} , title={{Recognizingfaces with PCA and ICA}} } @incollection{b100, , title={{}} , author={{ Comput } and { Vis }} , journal={{Image Underst}} 91 1/2 , year={Jul. 2003} } @incollection{b101, , title={{Independent component analysis: A new concept}} , author={{ PComon }} , booktitle={{Signal Process}} , year={Apr. 1994} 36 } @book{b102, , title={{Dimensionality Reduction AShort Tutorial}} , author={{ AliGhodsi }} , year={2006} } @book{b103, , title={{A Non-linear Dimensionality Reduction Method for Improving Nearest Neighbour Classification}} , author={{ RenqiangMin }} , year={2005} } @incollection{b104, , title={{Fast and robust fixed-point algorithms for independent component analysis}} , author={{ AHyvärinen }} , journal={{IEEE Trans. Neural Netw}} 10 3 , year={May 1999} } @incollection{b105, , title={{High-order contrasts for independent component analysis}} , author={{ J.-FCardoso }} , journal={{Neural Comput}} 11 1 , year={Jan. 1999} } @book{b106, , title={{}} , author={{ AyanChakrabarti }} } @incollection{b107, , title={{Super-Resolution of Face Images Using Kernel PCA-Based Prior}} , author={{ ANRajagopalan } and { Rama Chellappa }} 10.1109/TMM.2007.893346 , booktitle={{Multimedia, IEEE Transactions on}} , year={June 2007} 9 } @incollection{b108, , title={{Super-resolution stilland video reconstruction from MPEG-coded video}} , author={{ YAltunbasak } and { AJPatti } and { RMMersereau }} , journal={{IEEE Trans. CircuitsSyst. Video Technol}} 12 , year={2002} } @incollection{b109, , title={{Recursive reconstruction of high resolution image from noisy under sampled multiframes}} , author={{ SPKim } and { NKBose } and { HMValenzuela }} , journal={{IEEETrans. Acoust., Speech, Signal Processing}} 38 , year={1990} } @incollection{b110, , title={{A computationally efficient super resolution image reconstruction algorithm}} , author={{ NNguyen } and { MMilanfar } and { GGolub }} , journal={{IEEE Trans}} } @book{b111, , title={{}} , author={{ Imageprocessing }} , year={2001} 10 } @incollection{b112, , title={{Joint MAP registration and high-resolution image estimation using a sequence of under sampled images}} , author={{ RCHardie } and { KBarnard } and { EEArmstrong }} , journal={{IEEE Trans. Image Processing}} 6 , year={1997} } @incollection{b113, , title={{Extraction of high-resolutionframes from video sequences}} , author={{ RRSchultz } and { RLStevenson }} , journal={{IEEE Trans. Image Processing}} 5 , year={1996} } @incollection{b114, , title={{Fast and robustmulti-frame super-resolution}} , author={{ SFarsiu } and { DRobinson } and { MElad } and { PMilanfar }} , journal={{IEEE Trans. Image Processing}} 13 , year={2004} } @incollection{b115, , title={{Limits on super-resolution and how tobreak them}} , author={{ SBaker } and { TKanade }} , journal={{IEEE Trans. Pattern Anal. Machine Intell}} 24 , year={2002} } @incollection{b116, , title={{Fundamental limits of reconstruction-basedsuper-resolution algorithms under local translation}} , author={{ ZLin } and { HYShum }} , journal={{IEEE Trans. PatternAnal. Machine Intell}} 26 , year={2004} } @incollection{b117, , title={{Eigen face-domain super-resolution for face recognition}} , author={{ BKGunturk } and { AUBatur } and { YAltunbasak } and { MHHayes } and { RMMersereau }} , journal={{IEEE Trans. Image Processing}} 12 , year={2003} } @incollection{b118, , title={{A two-step approach to hallucinating faces: Global parametric model and local non-parametric model}} , author={{ CLiu } and { HShum } and { ZZhang }} , booktitle={{Proc. IEEE Computer Society Conf. Computer Vision and PatternRecog. (CVPR)}} IEEE Computer Society Conf. Computer Vision and PatternRecog. (CVPR) , year={2001} 1 } @incollection{b119, , title={{Example-basedsuper-resolution}} , author={{ WTFreeman } and { TRJones } and { ECPasztor }} , journal={{IEEE Trans}} } @incollection{b120, , title={{}} , journal={{Comput. Graphics Applicat}} 2 , year={2002} } @incollection{b121, , title={{Image hallucination with primal sketch priors}} , author={{ JSun } and { N.-NZheng } and { HTao } and { H.-YShum }} , booktitle={{Proc. IEEE Computer Society Conf.Computer Vision and Pattern Recog. (CVPR)}} IEEE Computer Society Conf.Computer Vision and Pattern Recog. (CVPR) , year={2003} 2 } @incollection{b122, , title={{A sample texture priorfor image super-resolution}} , author={{ LCPickup } and { SJRoberts } and { AZisserman }} , booktitle={{Advances in Neural Info. Proc. Systems(NIPS)}} , editor={ SThrun LSaul BSchölkopf } Cambridge, MA , publisher={MIT Press} , year={2003} } @book{b123, , title={{}} , author={{ YongZhang }} } @incollection{b124, , title={{Hand-Drawn Face Sketch Recognition by Humans and a PCA-Based Algorithm for Forensic Applications}} , author={{ CMccullough } and { JRSullins } and { CRRoss }} 10.1109/TSMCA.2010.2041654 , booktitle={{Systems, Man and Cybernetics, Part A: Systems and Humans}} , year={May 2010} 40 } @book{b125, , title={{Forensic Art and Illustration}} , author={{ KTTaylor }} , year={2000} , publisher={CRC Press} , address={Boca Raton, FL} } @book{b126, , title={{Forensic Art Essentials: A Manual for Law Enforcement Artists}} , author={{ LGibson }} , year={2007} , publisher={Academic} , address={New York} } @book{b127, , title={{Faces of Evil: Kidnappers, Murderers, Rapistsand the Forensic Artist Who Puts Them Behind Bars}} , author={{ LGibson } and { DFMills }} , year={2006} , publisher={New Horizon Press} , address={Liberty Corner, NJ} } @incollection{b128, , title={{Portraits of Guilt: The Woman Who Profiles the Faces of America's Deadliest Criminals}} , author={{ JBoylan }} , journal={{Pocket Star}} , year={2001} } @incollection{b129, , title={{Use of facial composite systems in U.S. law enforcement agencies}} , author={{ DMcquiston-Surrett } and { LDTopp } and { RSMalpass }} , journal={{Psychol., CrimeLaw}} 12 5 , year={Oct. 2006} } @incollection{b130, , title={{A forensically valid comparison offacial composite systems}} , author={{ CDFrowd } and { DCarson } and { HNess } and { JRichardson } and { LMorrison } and { SMclanaghan } and { PJ BHancock }} , journal={{Psychol., Crime Law}} 11 1 , year={Mar. 2005} } @incollection{b131, , title={{An evaluation of US systems for facial composite production}} , author={{ CDFrowd } and { DMcquiston-Surrett } and { SAnandaciva } and { CEIreland } and { PJ BHancock }} , journal={{Ergonomics}} 50 12 , year={Dec. 2007} } @incollection{b132, , title={{Implementing holistic dimensions for a facial composite system}} , author={{ CDFrowd } and { VBruce } and { AMcintyre } and { DRoss } and { SFields } and { YPlenderleith } and { PJ BHancock }} , journal={{J. Multimedia}} 1 3 , year={Jun. 2006} } @book{b133, , title={{EvoFIT: A holistic evolutionary facial imaging technique for creating composites}} , author={{ CDFrowd } and { PJ BHancock } and { DCarson }} , publisher={ACM} , address={Trans} } @incollection{b134, , title={{}} , journal={{Appl. Perception}} 1 1 , year={Jul. 2004} } @incollection{b135, , title={{An application of caricature: How to improve the recognition of facial composites}} , author={{ CDFrowd } and { VBruce } and { DRoss } and { AMcintyre } and { PJ BHancock }} , journal={{Vis. Cogn}} 15 8 , year={Nov. 2007} } @incollection{b136, , title={{Facial composite production by eyewitnesses}} , author={{ GLWells } and { LEHasel }} , journal={{Current Directions Psychol. Sci}} 16 1 , year={Feb. 2007} } @incollection{b137, , title={{Building face composite scan harm lineup identification performance}} , author={{ GLWells } and { SDCharman } and { EAOlson }} , journal={{J. Exp. Psychol.: Appl}} 11 3 , year={Sep. 2005} } @incollection{b138, , title={{A framework for recognizing a facial imagefrom a police sketch}} , author={{ RGUhl } and { NVLobo }} , booktitle={{Proc. Conf. Comput. Vis. Pattern Recog}} Conf. Comput. Vis. Pattern RecogSan Francisco, CA , year={1996} } @incollection{b139, , title={{Face sketch recognition}} , author={{ XTang } and { XWang }} , journal={{IEEE Trans. CircuitsSyst. Video Technol}} 14 1 , year={Jan. 2004} } @incollection{b140, , title={{Face sketch synthesis and recognition}} , author={{ XTang } and { XWang }} , booktitle={{Proc. IEEE Int. Conf. Comput. Vis}} IEEE Int. Conf. Comput. Vis , year={2003} } @incollection{b141, , title={{Face photo-sketch synthesis and recognition}} , author={{ XWang } and { XTang }} , journal={{IEEE Trans. Pattern Anal. Mach. Intell}} 31 11 , year={Nov. 2009} } @incollection{b142, , title={{Human face image searching system usingsketches}} , author={{ PCYuen } and { CHMan }} , journal={{IEEE Trans. Syst., Man, Cybern. A, Syst., Humans}} 37 4 , year={Jul. 2007} } @book{b143, , title={{Reliable Face Recognition Methods, System Design, Implementation and Evaluation}} , author={{ HWechsler }} , year={2007} , publisher={Springer-Verlag} , address={New York} } @book{b144, , title={{Handbook of Multibiometrics}} , author={{ AARoss } and { KNandakumar } and { AKJain }} , year={2006} , publisher={Springer-Verlag} , address={New York} }