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Volumn 10, Issue 1, 2008, Pages 86-96

Face annotation using transductive kernel fisher discriminant

Author keywords

Face annotation; Image annotation; Kernel fisher discriminant; Multimedia information retrieval; Supervised learning; Transductive kernel fisher discriminant; Transductive learning

Indexed keywords

ALGORITHMS; DATA REDUCTION; FACE RECOGNITION; MULTIMEDIA SYSTEMS;

EID: 37249002811     PISSN: 15209210     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMM.2007.911245     Document Type: Article
Times cited : (36)

References (48)
  • 1
    • 84937572644 scopus 로고    scopus 로고
    • Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary
    • P. Duygulu, K. Barnard. J. de Freitas, and D. Forsyth, "Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary," in Proc. Eur. Conf. Comput. Vision. 2002, pp. 97-112.
    • (2002) Proc. Eur. Conf. Comput. Vision , pp. 97-112
    • Duygulu, P.1    Barnard, K.2    de Freitas, J.3    Forsyth, D.4
  • 4
    • 37249042189 scopus 로고    scopus 로고
    • V. Lavrenko. R. Manmatha, and J. Jeon, A model for learning the semantics of pictures. in Proc. Adv. Neural Inf. Process. Syst. (NIPS'03), 2003.
    • V. Lavrenko. R. Manmatha, and J. Jeon, "A model for learning the semantics of pictures." in Proc. Adv. Neural Inf. Process. Syst. (NIPS'03), 2003.
  • 5
    • 84880088124 scopus 로고    scopus 로고
    • Symmetric statistical translation models for automatic image annotation
    • Newport Beach, CA
    • F. Kang and R. Jin, "Symmetric statistical translation models for automatic image annotation," in Proc. 2005 SIAM Conf. Data Min. (SDM 2005), Newport Beach, CA, 2005.
    • (2005) Proc. 2005 SIAM Conf. Data Min. (SDM 2005)
    • Kang, F.1    Jin, R.2
  • 6
    • 27644532699 scopus 로고    scopus 로고
    • One, two class svms for multiclass image annotation
    • K.-S. Goh and E. Y. Chang, "One, two class svms for multiclass image annotation," IEEE Trans. Knowl Data Eng., vol. 17, no. 10, 2005.
    • (2005) IEEE Trans. Knowl Data Eng , vol.17 , Issue.10
    • Goh, K.-S.1    Chang, E.Y.2
  • 7
    • 0034272143 scopus 로고    scopus 로고
    • Image retrieval by examples
    • Sep
    • R. Brunelli and O. Mich, "Image retrieval by examples," IEEE Trans. Multimedia, vol. 2, no. 3, pp. 164-171, Sep. 2000.
    • (2000) IEEE Trans. Multimedia , vol.2 , Issue.3 , pp. 164-171
    • Brunelli, R.1    Mich, O.2
  • 9
    • 0042784817 scopus 로고    scopus 로고
    • Joint semantics and feature based image retrieval using relevance feedback
    • Sep
    • Y. Lu, H. Zhang, L. Wenyin, and C. Hu, "Joint semantics and feature based image retrieval using relevance feedback," IEEE Trans. Multimedia, vol. 5, no. 3, pp. 339-347, Sep. 2003.
    • (2003) IEEE Trans. Multimedia , vol.5 , Issue.3 , pp. 339-347
    • Lu, Y.1    Zhang, H.2    Wenyin, L.3    Hu, C.4
  • 10
    • 0032660827 scopus 로고    scopus 로고
    • Name-It: Naming and detecting faces in news videos
    • Jan
    • S. Satoh, Y. Nakamura, and T. Kanade, "Name-It: Naming and detecting faces in news videos," IEEE Trans. Multimedia, vol. 6, no. 1, pp. 22-35, Jan. 1999.
    • (1999) IEEE Trans. Multimedia , vol.6 , Issue.1 , pp. 22-35
    • Satoh, S.1    Nakamura, Y.2    Kanade, T.3
  • 13
    • 33746589042 scopus 로고    scopus 로고
    • Multiple instance learning for labeling faces in broadcasting news video
    • New York
    • J. Yang, R. Yan, and A. G. Hauptmann. "Multiple instance learning for labeling faces in broadcasting news video," in Proc. 13th Annu. ACM Int. Conf. Multimedia, New York, 2005, pp. 31-40.
    • (2005) Proc. 13th Annu. ACM Int. Conf. Multimedia , pp. 31-40
    • Yang, J.1    Yan, R.2    Hauptmann, A.G.3
  • 15
    • 13444257532 scopus 로고    scopus 로고
    • A novel log-based relevance feedback technique in content-based image retrieval
    • New York, Oct. 10-16
    • S. C. Hoi and M. R. Lyu, "A novel log-based relevance feedback technique in content-based image retrieval," in Proc. ACM Int. Conf. Multimedia (MM2004), New York, Oct. 10-16, 2004.
    • (2004) Proc. ACM Int. Conf. Multimedia (MM2004)
    • Hoi, S.C.1    Lyu, M.R.2
  • 16
    • 33644650424 scopus 로고    scopus 로고
    • A unified log-based relevance feedback scheme for image retrieval
    • Apr
    • S. C. Hoi, M. R. Lyu, and R. Jin, "A unified log-based relevance feedback scheme for image retrieval." IEEE Trans. Knowl. Data Eng., vol. 18, no. 4, pp. 509-524, Apr. 2006.
    • (2006) IEEE Trans. Knowl. Data Eng , vol.18 , Issue.4 , pp. 509-524
    • Hoi, S.C.1    Lyu, M.R.2    Jin, R.3
  • 18
    • 13144265784 scopus 로고    scopus 로고
    • A multiresolution manifold distance for invariant image similarity
    • Feb
    • N. Vasconcelos and A. Lippman. "A multiresolution manifold distance for invariant image similarity," IEEE Trans. Multimedia, vol. 7, no. 1, pp. 127-142, Feb. 2005.
    • (2005) IEEE Trans. Multimedia , vol.7 , Issue.1 , pp. 127-142
    • Vasconcelos, N.1    Lippman, A.2
  • 19
    • 0001938951 scopus 로고    scopus 로고
    • Transductive inference for text classification using support vector machines
    • CA. USA
    • T. Joachims, "Transductive inference for text classification using support vector machines." in Int. Conf. Mach. Learning (ICML), CA. USA. 1999, pp. 200-209.
    • (1999) Int. Conf. Mach. Learning (ICML) , pp. 200-209
    • Joachims, T.1
  • 20
    • 31844440904 scopus 로고    scopus 로고
    • V. Sindhwani, P. Niyogi, and M. Belkin. Beyond the point cloud: From transductive to semi-supervised learning, in Proc. 22nd Int. Conf. Mach. Learning (ICML'05), New York, 2005, pp. 824-831.
    • V. Sindhwani, P. Niyogi, and M. Belkin. "Beyond the point cloud: From transductive to semi-supervised learning," in Proc. 22nd Int. Conf. Mach. Learning (ICML'05), New York, 2005, pp. 824-831.
  • 21
    • 0031185845 scopus 로고    scopus 로고
    • Eigenfaces versus Fisherfaces: Recognition using class specific linear projection
    • Jul
    • P. N. Belhumeur, J. P. Hespanha, and D. J. Kriegman, "Eigenfaces versus Fisherfaces: Recognition using class specific linear projection." IEEE Trans. Pattern Anal. Mach. Intell., vol. 19, no. 7, pp. 711-720, Jul. 1997.
    • (1997) IEEE Trans. Pattern Anal. Mach. Intell , vol.19 , Issue.7 , pp. 711-720
    • Belhumeur, P.N.1    Hespanha, J.P.2    Kriegman, D.J.3
  • 22
    • 0036543747 scopus 로고    scopus 로고
    • Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition
    • Apr
    • C. Liu and H. Wechsler, "Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition," IEEE Trans. Image Processing, vol. 11, no. 4, pp. 467-476, Apr. 2002.
    • (2002) IEEE Trans. Image Processing , vol.11 , Issue.4 , pp. 467-476
    • Liu, C.1    Wechsler, H.2
  • 24
    • 20444447837 scopus 로고    scopus 로고
    • Online, Available
    • TREC Video Retrieval Evaluation [Online]. Available: http://www-nlpir. nist.gov/projects/trecvid/ TRECVID
    • TREC Video Retrieval Evaluation
  • 25
    • 0033317392 scopus 로고    scopus 로고
    • Named faces: Putting names to faces
    • Sep
    • R. Houghton, "Named faces: Putting names to faces," IEEE Intell. Syst., vol. 14, no. 5, pp. 45-50, Sep. 1999.
    • (1999) IEEE Intell. Syst , vol.14 , Issue.5 , pp. 45-50
    • Houghton, R.1
  • 31
    • 0742307398 scopus 로고    scopus 로고
    • Improving kernel Fisher discriminant analysis for face recognition
    • Jan
    • Q. Liu, H. Lu, and S. Ma, "Improving kernel Fisher discriminant analysis for face recognition," IEEE Trans. Circuits Syst. Video Technol., vol. 14, no. 1, pp. 42-49, Jan. 2004.
    • (2004) IEEE Trans. Circuits Syst. Video Technol , vol.14 , Issue.1 , pp. 42-49
    • Liu, Q.1    Lu, H.2    Ma, S.3
  • 32
    • 0003243224 scopus 로고    scopus 로고
    • Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods
    • J. C. Platt, "Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods," Adv. Large Margin Classifiers, pp. 61-74.
    • Adv. Large Margin Classifiers , pp. 61-74
    • Platt, J.C.1
  • 34
    • 2142812371 scopus 로고    scopus 로고
    • Robust real-time face detection
    • May
    • P. Viola and M. J. Jones, "Robust real-time face detection," Int. J. Comput. Vis., vol. 57, no. 2, pp. 137-154. May. 2004.
    • (2004) Int. J. Comput. Vis , vol.57 , Issue.2 , pp. 137-154
    • Viola, P.1    Jones, M.J.2
  • 36
    • 37249086127 scopus 로고    scopus 로고
    • Real-time non-rigid shape recovery via active appearance models for augmented reality
    • Graz, Austria, May 7-13
    • J. Zhu, S. C. Hoi, and M. R. Lyu, "Real-time non-rigid shape recovery via active appearance models for augmented reality," in Proc. 9th Eur. Conf. Comput. Vision (ECCV2006), Graz, Austria, May 7-13, 2006, pp. 86-197.
    • (2006) Proc. 9th Eur. Conf. Comput. Vision (ECCV2006) , pp. 86-197
    • Zhu, J.1    Hoi, S.C.2    Lyu, M.R.3
  • 39
    • 37249041950 scopus 로고    scopus 로고
    • Semi-Supervised learning literature survey Semi-supervised learning literature survey
    • Tech. Rep, Online, Available
    • X. Zhu, Semi-Supervised learning literature survey Semi-supervised learning literature survey, Tech. Rep., 2005 [Online]. Available: http://www.cs.wisc.edu/jerryzhu/pub/ssl_survey.pdf
    • (2005)
    • Zhu, X.1
  • 40
    • 0001938951 scopus 로고    scopus 로고
    • Transductive inference for text classification using support vector machines
    • San Francisco, CA
    • T. Joachims, "Transductive inference for text classification using support vector machines," in ICML'99: Proc. 16th Int. Conf. Mach. Learning. San Francisco, CA, 1999, pp. 200-209.
    • (1999) ICML'99: Proc. 16th Int. Conf. Mach. Learning , pp. 200-209
    • Joachims, T.1
  • 43
    • 33749589757 scopus 로고    scopus 로고
    • Learning the unified kernel machines for classification
    • S. C. Hoi. M. R. Lyu, and E. Y. Chang, "Learning the unified kernel machines for classification," in Proc. KDD2006, 2006, pp. 187-196.
    • (2006) Proc. KDD2006 , pp. 187-196
    • Hoi, S.C.1    Lyu, M.R.2    Chang, E.Y.3
  • 44
    • 84864072823 scopus 로고    scopus 로고
    • Analysis of spectral kernel design based semi-supervised learning
    • T. Zhang and R. K. Ando, "Analysis of spectral kernel design based semi-supervised learning," in Proc. NIPS, 2005.
    • (2005) Proc. NIPS
    • Zhang, T.1    Ando, R.K.2
  • 45
    • 34250637963 scopus 로고    scopus 로고
    • Large-scale text categorization by batch mode active learning
    • S. C. Hoi, R. Jin, and M. R. Lyu, "Large-scale text categorization by batch mode active learning," in Proc. WWW2006, 2006, pp. 633-642.
    • (2006) Proc. WWW2006 , pp. 633-642
    • Hoi, S.C.1    Jin, R.2    Lyu, M.R.3
  • 46
    • 13444292911 scopus 로고    scopus 로고
    • Effective automatic image annotation via a coherent language model and active learning
    • New York
    • R. Jin, J. Y. Chai, and L. Si, "Effective automatic image annotation via a coherent language model and active learning," in Proc. 12th Annu. ACM Int. Conf. Multimedia, New York, 2004, pp. 892-899.
    • (2004) Proc. 12th Annu. ACM Int. Conf. Multimedia , pp. 892-899
    • Jin, R.1    Chai, J.Y.2    Si, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.