메뉴 건너뛰기




Volumn 15, Issue 6, 2011, Pages 1231-1245

Automatic localization and annotation of facial features using machine learning techniques

Author keywords

CBIR; Clustering; Face features; Localization; Machine learning; Semantics

Indexed keywords

CBIR; CLUSTERING; FACE FEATURES; LOCALIZATION; MACHINE LEARNING;

EID: 79956212152     PISSN: 14327643     EISSN: 14337479     Source Type: Journal    
DOI: 10.1007/s00500-010-0586-y     Document Type: Article
Times cited : (3)

References (41)
  • 3
    • 0031185845 scopus 로고    scopus 로고
    • Eigenfaces vs. Fisherfaces: recognition using class specific linear projection
    • Belhumeur PN, Hespanha J, Kriegman DJ (1997) Eigenfaces vs. Fisherfaces: recognition using class specific linear projection. IEEE Trans Pattern Anal Mach Intell 19(7): 711-720.
    • (1997) IEEE Trans Pattern Anal Mach Intell , vol.19 , Issue.7 , pp. 711-720
    • Belhumeur, P.N.1    Hespanha, J.2    Kriegman, D.J.3
  • 4
    • 33750378734 scopus 로고    scopus 로고
    • Orthogonal laplacianfaces for face recognition
    • Cai D, He X, Han J, Zhang H-J (2006) Orthogonal laplacianfaces for face recognition. IEEE Trans Image Process 15(11): 3608-3614.
    • (2006) IEEE Trans Image Process , vol.15 , Issue.11 , pp. 3608-3614
    • Cai, D.1    He, X.2    Han, J.3    Zhang, H.-J.4
  • 7
    • 43249093335 scopus 로고    scopus 로고
    • Image retrieval: ideas, influences, and trends of the new age
    • Datta R, Joshi D, Li J, Wang JZ (2008) Image retrieval: ideas, influences, and trends of the new age. ACM Comput Surv 40(2): 1-60.
    • (2008) ACM Comput Surv , vol.40 , Issue.2 , pp. 1-60
    • Datta, R.1    Joshi, D.2    Li, J.3    Wang, J.Z.4
  • 8
    • 17444425351 scopus 로고    scopus 로고
    • Robust visual similarity retrieval in single model face databases
    • Gao Y, Qi Y (2005) Robust visual similarity retrieval in single model face databases. Pattern Recognit 38(7): 1009-1020.
    • (2005) Pattern Recognit , vol.38 , Issue.7 , pp. 1009-1020
    • Gao, Y.1    Qi, Y.2
  • 9
    • 42049104332 scopus 로고    scopus 로고
    • Real-time facial feature localization by combining space displacement neural networks
    • Hanif SM, Prevost L, Belaroussi R, Milgram M (2008) Real-time facial feature localization by combining space displacement neural networks. Pattern Recognit Lett 29(8): 1094-1104.
    • (2008) Pattern Recognit Lett , vol.29 , Issue.8 , pp. 1094-1104
    • Hanif, S.M.1    Prevost, L.2    Belaroussi, R.3    Milgram, M.4
  • 10
    • 37549070399 scopus 로고    scopus 로고
    • Learning a maximum margin subspace for image retrieval
    • He X, Cai D, Han J (2008) Learning a maximum margin subspace for image retrieval. IEEE Trans Knowl Data Eng 20(2): 189-201.
    • (2008) IEEE Trans Knowl Data Eng , vol.20 , Issue.2 , pp. 189-201
    • He, X.1    Cai, D.2    Han, J.3
  • 11
    • 34248388087 scopus 로고    scopus 로고
    • A component-based framework for face detection and identification
    • Heisele B, Serre T, Poggio T (2007) A component-based framework for face detection and identification. Int J Comput Vis 74(2): 167-181.
    • (2007) Int J Comput Vis , vol.74 , Issue.2 , pp. 167-181
    • Heisele, B.1    Serre, T.2    Poggio, T.3
  • 19
    • 0000873069 scopus 로고
    • A method for the solution of certain problems in least squares
    • Levenberg K (1944) A method for the solution of certain problems in least squares. Quart Appl Math 2: 164-168.
    • (1944) Quart Appl Math , vol.2 , pp. 164-168
    • Levenberg, K.1
  • 21
    • 0030871138 scopus 로고    scopus 로고
    • Face recognition/detection by probabilistic decision-based neural network
    • Lin SH, Kung SY, Lin LJ (1997) Face recognition/detection by probabilistic decision-based neural network. IEEE Trans Neural Netw 8(1): 114-132.
    • (1997) IEEE Trans Neural Netw , vol.8 , Issue.1 , pp. 114-132
    • Lin, S.H.1    Kung, S.Y.2    Lin, L.J.3
  • 23
    • 0001457509 scopus 로고
    • Some methods for classification and analysis of multivariate observations
    • In: Cam LL, Neyman J (eds.), University of California
    • MacQueen JB (1967) Some methods for classification and analysis of multivariate observations. In: Cam LL, Neyman J (eds.) Proceedings of fifth Berkeley symposium on math statist and prob, vol 1. University of California, pp 281-297.
    • (1967) Proceedings of Fifth Berkeley Symposium On Math Statist and Prob , vol.1 , pp. 281-297
    • Macqueen, J.B.1
  • 24
    • 0025536870 scopus 로고
    • Improving the learning speed of 2-layer neural networks by choosing initial values of the adaptive weights
    • Nguyen D, Widrow B (1990) Improving the learning speed of 2-layer neural networks by choosing initial values of the adaptive weights. In: Proceedings of international joint conference on neural networks, vol 3, pp 21-26.
    • (1990) Proceedings of International Joint Conference On Neural Networks , vol.3 , pp. 21-26
    • Nguyen, D.1    Widrow, B.2
  • 26
    • 39749201755 scopus 로고    scopus 로고
    • A particular gaussian mixture model for clustering and its application to image retrieval
    • Sahbi H (2008) A particular gaussian mixture model for clustering and its application to image retrieval. Soft Comput 12(7): 667-676.
    • (2008) Soft Comput , vol.12 , Issue.7 , pp. 667-676
    • Sahbi, H.1
  • 27
    • 0036709183 scopus 로고    scopus 로고
    • SemQuery: semantic clustering and querying on heterogeneous features for visual data
    • Sheikholeslami G, Chang W, Zhang A (2002) SemQuery: semantic clustering and querying on heterogeneous features for visual data. IEEE Trans Knowl Data Eng 14(5): 988-1002.
    • (2002) IEEE Trans Knowl Data Eng , vol.14 , Issue.5 , pp. 988-1002
    • Sheikholeslami, G.1    Chang, W.2    Zhang, A.3
  • 29
    • 26444432214 scopus 로고    scopus 로고
    • A probabilistic approach to semantic face retrieval system
    • In: Kanade T, Jain A, Ratha NK (eds), of Lecture Notes in Computer Science. Springer, Berlin
    • Sridharan K, Nayak S, Chikkerur S, Govindaraju V (2005) A probabilistic approach to semantic face retrieval system. In: Kanade T, Jain A, Ratha NK (eds) Audio and video-based biometric person authentication, vol 3546 of Lecture Notes in Computer Science. Springer, Berlin, pp 977-986.
    • (2005) Audio and Video-based Biometric Person Authentication , vol.3546 , pp. 977-986
    • Sridharan, K.1    Nayak, S.2    Chikkerur, S.3    Govindaraju, V.4
  • 30
    • 41449085009 scopus 로고    scopus 로고
    • A hybrid neural network classifier combining ordered fuzzy artmap and the dynamic decay adjustment algorithm
    • Tan SC, Rao MVC, Lim CP (2008) A hybrid neural network classifier combining ordered fuzzy artmap and the dynamic decay adjustment algorithm. Soft Comput 12(8): 765-775.
    • (2008) Soft Comput , vol.12 , Issue.8 , pp. 765-775
    • Tan, S.C.1    Rao, M.V.C.2    Lim, C.P.3
  • 32
    • 0026065565 scopus 로고
    • Eigenfaces for recognition
    • Turk M, Pentland A (1991) Eigenfaces for recognition. Cogn Neurosci 3(1): 71-86.
    • (1991) Cogn Neurosci , vol.3 , Issue.1 , pp. 71-86
    • Turk, M.1    Pentland, A.2
  • 34
    • 33751019943 scopus 로고    scopus 로고
    • Learning based neural similarity metrics for multimedia data mining
    • Wang DH, Kim Y-S, Park SC, Lee CS, Han YK (2007) Learning based neural similarity metrics for multimedia data mining. Soft Comput 11(4): 335-340.
    • (2007) Soft Comput , vol.11 , Issue.4 , pp. 335-340
    • Wang, D.H.1    Kim, Y.-S.2    Park, S.C.3    Lee, C.S.4    Han, Y.K.5
  • 35
    • 27944446077 scopus 로고    scopus 로고
    • A hybrid image retrieval system with user's relevance feedback using neurocomputing
    • Wang DH, Ma XH (2005) A hybrid image retrieval system with user's relevance feedback using neurocomputing. Informatica 29: 271-279.
    • (2005) Informatica , vol.29 , pp. 271-279
    • Wang, D.H.1    Ma, X.H.2
  • 37
    • 51349159085 scopus 로고    scopus 로고
    • Probability estimates for multi-class classification by pairwise coupling
    • Wu TF, Lin CJ, Weng RC (2004b) Probability estimates for multi-class classification by pairwise coupling. Machine Learn Res 5: 975-1005.
    • (2004) Machine Learn Res , vol.5 , pp. 975-1005
    • Wu, T.F.1    Lin, C.J.2    Weng, R.C.3
  • 38
    • 16444383160 scopus 로고    scopus 로고
    • Survey of clustering algorithms
    • Xu R, Wunsch DI (2005) Survey of clustering algorithms. IEEE Trans Neural Netw 16(3): 645-678.
    • (2005) IEEE Trans Neural Netw , vol.16 , Issue.3 , pp. 645-678
    • Xu, R.1    Wunsch, D.I.2
  • 40
    • 45549092040 scopus 로고    scopus 로고
    • Application of semantic features in face recognition
    • Zhou H, Yuan Y, Sadka AH (2008) Application of semantic features in face recognition. Pattern Recogn 41(10): 3251-3256.
    • (2008) Pattern Recogn , vol.41 , Issue.10 , pp. 3251-3256
    • Zhou, H.1    Yuan, Y.2    Sadka, A.H.3
  • 41
    • 42049111433 scopus 로고    scopus 로고
    • Facial feature extraction by a cascade of model-based algorithms
    • Zuo F, de With PH (2008) Facial feature extraction by a cascade of model-based algorithms. Signal Process Image Commun 23(3): 194-211.
    • (2008) Signal Process Image Commun , vol.23 , Issue.3 , pp. 194-211
    • Zuo, F.1    de With, P.H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.