메뉴 건너뛰기




Volumn 35, Issue 10, 2013, Pages 2401-2412

Facial age estimation by learning from label distributions

Author keywords

Age estimation; face image; label distribution; machine learning

Indexed keywords

AGE ESTIMATION; CHRONOLOGICAL AGE; FACE DATABASE; FACE IMAGES; LABEL DISTRIBUTION; NUMBER OF CLASS; TRAINING DATA;

EID: 84883152047     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2013.51     Document Type: Article
Times cited : (568)

References (42)
  • 1
    • 0002652285 scopus 로고    scopus 로고
    • A maximum entropy approach to natural language processing
    • A.L. Berger, S.D. Pietra, and V.J.D. Pietra, "A Maximum Entropy Approach to Natural Language Processing," Computational Linguistics, vol. 22, no. 1, pp. 39-71, 1996.
    • (1996) Computational Linguistics , vol.22 , Issue.1 , pp. 39-71
    • Berger, A.L.1    Pietra, S.D.2    Pietra, V.J.D.3
  • 2
    • 84991197706 scopus 로고
    • Person recognition and ageing: The cognitive status of addresses-an empirical question
    • B. Bruyer and J.-C. Scailquin, "Person Recognition and Ageing: The Cognitive Status of Addresses-An Empirical Question," Int'l J. Psychology, vol. 29, no. 3, pp. 351-366, 1994.
    • (1994) Int'l J. Psychology , vol.29 , Issue.3 , pp. 351-366
    • Bruyer, B.1    Scailquin, J.-C.2
  • 4
    • 0035225657 scopus 로고    scopus 로고
    • An 'other-race' effect in age estimation from faces
    • DOI 10.1068/p3122
    • H. Dehon and S. Bredart, "An 'Other-Race' Effect in Age Estimation from Faces," Perception, vol. 30, no. 9, pp. 1107-1113, 2001. (Pubitemid 33600311)
    • (2001) Perception , vol.30 , Issue.9 , pp. 1107-1113
    • Dehon, H.1    Bredart, S.2
  • 5
    • 0035899792 scopus 로고    scopus 로고
    • Handling possibilistic labels in pattern classification using evidential reasoning
    • DOI 10.1016/S0165-0114(00)00086-5, PII S0165011400000865
    • T. Denoeux and L.M. Zouhal, "Handling Possibilistic Labels in Pattern Classification Using Evidential Reasoning," Fuzzy Sets and Systems, vol. 122, no. 3, pp. 409-424, 2001. (Pubitemid 32610223)
    • (2001) Fuzzy Sets and Systems , vol.122 , Issue.3 , pp. 409-424
    • Denoeux, T.1    Zouhal, L.M.2
  • 6
    • 0032028257 scopus 로고    scopus 로고
    • Statistical models of face images - Improving specificity
    • PII S0262885697000693
    • G.J. Edwards, A. Lanitis, and C.J. Cootes, "Statistical Face Models: Improving Specificity," Image Vision Computing, vol. 16, no. 3, pp. 203-211, 1998. (Pubitemid 128378297)
    • (1998) Image and Vision Computing , vol.16 , Issue.3 , pp. 203-211
    • Edwards, G.J.1    Lanitis, A.2    Taylor, C.J.3    Cootes, T.F.4
  • 8
    • 44049108671 scopus 로고    scopus 로고
    • Estimating human age by manifold analysis of face pictures and regression on aging features
    • Y. Fu, Y. Xu, and T.S. Huang, "Estimating Human Age by Manifold Analysis of Face Pictures and Regression on Aging Features," Proc. IEEE Int'l Conf. Multimedia and Expo, pp. 1383-1386, 2007.
    • (2007) Proc. IEEE Int'l Conf. Multimedia and Expo , pp. 1383-1386
    • Fu, Y.1    Xu, Y.2    Huang, T.S.3
  • 10
    • 44049107671 scopus 로고    scopus 로고
    • Human age estimation with regression on discriminative aging manifold
    • DOI 10.1109/TMM.2008.921847, 4523958
    • Y. Fu and T. Huang, "Human Age Estimation with Regression on Discriminative Aging Manifold," IEEE Trans. Multimedia, vol. 10, no. 4, pp. 578-584, June 2008. (Pubitemid 351711234)
    • (2008) IEEE Transactions on Multimedia , vol.10 , Issue.4 , pp. 578-584
    • Fu, Y.1    Huang, T.S.2
  • 14
    • 45949109037 scopus 로고    scopus 로고
    • Image-based human age estimation by manifold learning and locally adjusted robust regression
    • July
    • G. Guo, Y. Fu, C.R. Dyer, and T.S. Huang, "Image-Based Human Age Estimation by Manifold Learning and Locally Adjusted Robust Regression," IEEE Trans. Image Processing, vol. 17, no. 7, pp. 1178-1188, July 2008.
    • (2008) IEEE Trans. Image Processing , vol.17 , Issue.7 , pp. 1178-1188
    • Guo, G.1    Fu, Y.2    Dyer, C.R.3    Huang, T.S.4
  • 15
    • 80052873888 scopus 로고    scopus 로고
    • Simultaneous dimensionality reduction and human age estimation via kernel partial least squares regression
    • G. Guo and G. Mu, "Simultaneous Dimensionality Reduction and Human Age Estimation via Kernel Partial Least Squares Regression," Proc. IEEE Conf. Computer Vision and Pattern Recognition, pp. 657-664, 2011.
    • (2011) Proc. IEEE Conf. Computer Vision and Pattern Recognition , pp. 657-664
    • Guo, G.1    Mu, G.2
  • 17
    • 0027601884 scopus 로고
    • ANFIS: Adaptive-network-based fuzzy inference system
    • May/June
    • J.-S.R. Jang, "ANFIS: Adaptive-Network-Based Fuzzy Inference System," IEEE Trans. Systems, Man, Cybernetics B, vol. 23, no. 3, pp. 665-685, May/June 1993.
    • (1993) IEEE Trans. Systems, Man, Cybernetics B , vol.23 , Issue.3 , pp. 665-685
    • Jang, J.-S.R.1
  • 21
    • 0028427356 scopus 로고
    • A learning law for density estimation
    • May
    • D.S. Modha and Y. Fainman, "A Learning Law for Density Estimation," IEEE Trans. Neural Networks, vol. 5, no. 3, pp. 519-523, May 1994.
    • (1994) IEEE Trans. Neural Networks , vol.5 , Issue.3 , pp. 519-523
    • Modha, D.S.1    Fainman, Y.2
  • 23
    • 82055197311 scopus 로고    scopus 로고
    • Web image and video mining towards universal and robust age estimator
    • Dec.
    • B. Ni, Z. Song, and S. Yan, "Web Image and Video Mining towards Universal and Robust Age Estimator," IEEE Trans. Multimedia, vol. 13, no. 6, pp. 1217-1229, Dec. 2011.
    • (2011) IEEE Trans. Multimedia , vol.13 , Issue.6 , pp. 1217-1229
    • Ni, B.1    Song, Z.2    Yan, S.3
  • 28
    • 84943274699 scopus 로고
    • A direct adaptive method for faster backpropagation learning: The RPROP algorithm
    • M. Riedmiller and H. Braun, "A Direct Adaptive Method for Faster Backpropagation Learning: The RPROP Algorithm," IEEE Trans. Neural Networks, vol. 1, no. 3, pp. 586-591, 1993.
    • (1993) IEEE Trans. Neural Networks , vol.1 , Issue.3 , pp. 586-591
    • Riedmiller, M.1    Braun, H.2
  • 29
    • 0033098871 scopus 로고    scopus 로고
    • Conditional probability density function estimation with sigmoidal neural networks
    • Mar.
    • A. Sarajedini, R. Hecht-Nielsen, and P.M. Chau, "Conditional Probability Density Function Estimation with Sigmoidal Neural Networks," IEEE Trans. Neural Networks, vol. 10, no. 2, pp. 231-238, Mar. 1999.
    • (1999) IEEE Trans. Neural Networks , vol.10 , Issue.2 , pp. 231-238
    • Sarajedini, A.1    Hecht-Nielsen, R.2    Chau, P.M.3
  • 30
    • 0042106594 scopus 로고
    • Learning with probabilistic supervision
    • T. Petsche, ed. MIT Press
    • P. Smyth, "Learning with Probabilistic Supervision," Computational Learning Theory and Natural Learning System, T. Petsche, ed., vol. 3, pp. 163-182, MIT Press, 1995.
    • (1995) Computational Learning Theory and Natural Learning System , vol.3 , pp. 163-182
    • Smyth, P.1
  • 34
    • 0038662530 scopus 로고    scopus 로고
    • Proteomic applications for the early detection of cancer
    • J.D. Wulfkuhle, L.A. Liotta, and E.F. Petricoin, "Proteomic Applications for the Early Detection of Cancer," Nature Rev. Cancer, vol. 3, no. 4, pp. 267-275, 2003. (Pubitemid 37328862)
    • (2003) Nature Reviews Cancer , vol.3 , Issue.4 , pp. 267-275
    • Wulfkuhle, J.D.1    Liotta, L.A.2    Petricoin, E.F.3
  • 39
    • 84867134164 scopus 로고    scopus 로고
    • Facial age estimation by conditional probability neural network
    • C. Yin and X. Geng, "Facial Age Estimation by Conditional Probability Neural Network," Proc. Chinese Conf. Pattern Recognition, pp. 243-250, 2012.
    • (2012) Proc. Chinese Conf. Pattern Recognition , pp. 243-250
    • Yin, C.1    Geng, X.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.