메뉴 건너뛰기




Volumn 45, Issue 2, 2015, Pages 238-250

Robust framework of single-frame face superresolution across head pose, facial expression, and illumination variations

Author keywords

face hallucination; Face superresolution; superresolution

Indexed keywords

FACE RECOGNITION; OPTICAL RESOLVING POWER; TARGET TRACKING;

EID: 85027942419     PISSN: 21682291     EISSN: None     Source Type: Journal    
DOI: 10.1109/THMS.2014.2375329     Document Type: Article
Times cited : (17)

References (39)
  • 1
    • 84859527816 scopus 로고    scopus 로고
    • Sparse representation and position prior based face hallucination upon classified overcomplete dictionaries
    • X. Ma, H. Q. Luong, W. Philips, H. Song, and H. Cui, "Sparse representation and position prior based face hallucination upon classified overcomplete dictionaries," Signal Process., vol. 92, no. 9, pp. 2066-2074, 2012.
    • (2012) Signal Process. , vol.92 , Issue.9 , pp. 2066-2074
    • Ma, X.1    Luong, H.Q.2    Philips, W.3    Song, H.4    Cui, H.5
  • 2
    • 70349298322 scopus 로고    scopus 로고
    • A multi-frame image superresolution method
    • X. Li, Y. Hu, X. Gao, D. Tao, and B. Ning, "A multi-frame image superresolution method," Signal Process., vol. 90, pp. 405-414, 2010.
    • (2010) Signal Process. , vol.90 , pp. 405-414
    • Li, X.1    Hu, Y.2    Gao, X.3    Tao, D.4    Ning, B.5
  • 3
    • 77951623771 scopus 로고    scopus 로고
    • Single-image super-resolution using sparse regression and natural image prior
    • Jun.
    • K. I. Kim and Y. Kown, "Single-image super-resolution using sparse regression and natural image prior," IEEE Trans. Pattern Anal. Mach. Intell., vol. 32, no. 6, pp. 127-1133, Jun. 2010.
    • (2010) IEEE Trans. Pattern Anal. Mach. Intell. , vol.32 , Issue.6 , pp. 127-1133
    • Kim, K.I.1    Kown, Y.2
  • 5
    • 0035683807 scopus 로고    scopus 로고
    • A two-step approach to hallucinating faces: Global parametric model and local nonparametric model
    • C. Liu, H. Shum, and C. Zhang, "A two-step approach to hallucinating faces: Global parametric model and local nonparametric model," Proc. IEEE Comput. Soc. Conf. Comput. Vision Pattern Recognit., 2001, pp. 192-198.
    • (2001) Proc. IEEE Comput. Soc. Conf. Comput. Vision Pattern Recognit. , pp. 192-198
    • Liu, C.1    Shum, H.2    Zhang, C.3
  • 7
  • 8
    • 34250885103 scopus 로고    scopus 로고
    • Hallucinating faces: LPH superresolution and neighbor reconstruction for residue compensation
    • Y. Zhuang, J. Zhang, and F. Wu, "Hallucinating faces: LPH superresolution and neighbor reconstruction for residue compensation," Pattern Recognit., vol. 40, pp. 3178-3194, 2007.
    • (2007) Pattern Recognit. , vol.40 , pp. 3178-3194
    • Zhuang, Y.1    Zhang, J.2    Wu, F.3
  • 9
    • 76249103601 scopus 로고    scopus 로고
    • Hallucinating faces: Global linear modal based super-resolution and position based residue compensation
    • X. Ma, J. P. Zhang, and C. Qi, "Hallucinating faces: Global linear modal based super-resolution and position based residue compensation," Lecture Notes in Comput. Sci., vol. 5716, pp. 835-843, 2009.
    • (2009) Lecture Notes in Comput. Sci. , vol.5716 , pp. 835-843
    • Ma, X.1    Zhang, J.P.2    Qi, C.3
  • 10
    • 52549116762 scopus 로고    scopus 로고
    • An example-based face hallucinationmethod for single-frame, low-resolution facial images
    • Oct.
    • J. S. Park and S.W. Lee, "An example-based face hallucinationmethod for single-frame, low-resolution facial images," IEEE Trans. Image Process., vol. 17, no. 10, pp. 1806-1816, Oct. 2008.
    • (2008) IEEE Trans. Image Process. , vol.17 , Issue.10 , pp. 1806-1816
    • Park, J.S.1    Lee, S.W.2
  • 11
    • 77949487523 scopus 로고    scopus 로고
    • Super-resolution of human face image using canonical correlation analysis
    • H. Huang, H. T He, X. Fan, and J. P. Zhang, "Super-resolution of human face image using canonical correlation analysis," Pattern Recognit., vol. 43, no. 7, pp. 2532-2543, 2010.
    • (2010) Pattern Recognit. , vol.43 , Issue.7 , pp. 2532-2543
    • Huang, H.1    He, H.T.2    Fan, X.3    Zhang, J.P.4
  • 12
    • 76749086940 scopus 로고    scopus 로고
    • Hallucinating face by position-patch
    • X. Ma, J. P. Zhang, and C. Qi, "Hallucinating face by position-patch," Pattern Recognit., vol. 43, no. 6, pp. 2224-2236, 2010.
    • (2010) Pattern Recognit. , vol.43 , Issue.6 , pp. 2224-2236
    • Ma, X.1    Zhang, J.P.2    Qi, C.3
  • 13
    • 34047209044 scopus 로고    scopus 로고
    • Face recognition robust to head pose from one sample image
    • T. Shan, B. Lovell, and S. Chen, "Face recognition robust to head pose from one sample image," in Proc. Int. Conf. Pattern Recognit., 2006, pp. 515-518.
    • (2006) Proc. Int. Conf. Pattern Recognit. , pp. 515-518
    • Shan, T.1    Lovell, B.2    Chen, S.3
  • 14
    • 0141502062 scopus 로고    scopus 로고
    • Face recognition based on fitting 3d morphable model
    • Sep.
    • V. Blanz and T. Vetter, "Face recognition based on fitting 3d morphable model," IEEE Trans. Pattern Anal. Mach. Intell., vol. 25, no. 9, pp. 1063-1074, Sep. 2003.
    • (2003) IEEE Trans. Pattern Anal. Mach. Intell. , vol.25 , Issue.9 , pp. 1063-1074
    • Blanz, V.1    Vetter, T.2
  • 16
    • 84859005154 scopus 로고    scopus 로고
    • Multiview face recognition: From TensorFace to V-TensorFace and K-TensorFace
    • Apr.
    • C. Tian and G. L. Fan, "Multiview face recognition: From TensorFace to V-TensorFace and K-TensorFace," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 42, no. 2, pp. 320-331, Apr. 2012.
    • (2012) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.42 , Issue.2 , pp. 320-331
    • Tian, C.1    Fan, G.L.2
  • 20
    • 34347374479 scopus 로고    scopus 로고
    • Locally linear regression for pose-invariant face recognition
    • Jul.
    • X. Chai, S. Shan, X. Chen, and W. Gao, "Locally linear regression for pose-invariant face recognition," IEEE Trans. Image Process., vol. 16, no. 7, pp. 1716-1725, Jul. 2007.
    • (2007) IEEE Trans. Image Process. , vol.16 , Issue.7 , pp. 1716-1725
    • Chai, X.1    Shan, S.2    Chen, X.3    Gao, W.4
  • 21
    • 84866734270 scopus 로고    scopus 로고
    • 3D/4D facial expression analysis: An advanced annotated face model approach
    • T. H. Fang, X. Zhao, O. Ocegueda, S. K. Shah, and I. A. Kakadiaris, "3D/4D facial expression analysis: An advanced annotated face model approach," Image Vision Comput., vol. 30, no. 10, pp. 738-749, 2012.
    • (2012) Image Vision Comput. , vol.30 , Issue.10 , pp. 738-749
    • Fang, T.H.1    Zhao, X.2    Ocegueda, O.3    Shah, S.K.4    Kakadiaris, I.A.5
  • 22
    • 80052781929 scopus 로고    scopus 로고
    • Facial expression recognition using radial encoding of local Gabor features and classifier synthesis
    • W. Gu, X. Cheng, Y. V. Venkatesh, D. Huang, and H. Lin, "Facial expression recognition using radial encoding of local Gabor features and classifier synthesis," Pattern Recognit., vol. 45, pp. 80-91, 2012.
    • (2012) Pattern Recognit. , vol.45 , pp. 80-91
    • Gu, W.1    Cheng, X.2    Venkatesh, Y.V.3    Huang, D.4    Lin, H.5
  • 23
    • 84873673716 scopus 로고    scopus 로고
    • Blur and illumination robust face recognition via set-theoretic characterization
    • Apr.
    • P. Vageeswaran, K. Mitra, and R. Chellappa, "Blur and illumination robust face recognition via set-theoretic characterization," IEEE Trans. Image Process., vol. 22, no. 4, pp. 1362-1372, Apr. 2013.
    • (2013) IEEE Trans. Image Process. , vol.22 , Issue.4 , pp. 1362-1372
    • Vageeswaran, P.1    Mitra, K.2    Chellappa, R.3
  • 24
    • 33745928747 scopus 로고    scopus 로고
    • Multi-modal tensor face for simultaneous superresolution and recognition
    • K. Jia and S. G. Gong. "Multi-modal tensor face for simultaneous superresolution and recognition," in Proc. IEEE Int. Conf. Comput. Vision, 2005, pp. 1683-1690.
    • (2005) Proc. IEEE Int. Conf. Comput. Vision , pp. 1683-1690
    • Jia, K.1    Gong, S.G.2
  • 26
    • 44649136068 scopus 로고    scopus 로고
    • Generalized face super-resolution
    • Jun.
    • K. Jia and S. G. Gong. "Generalized face super-resolution," IEEE Trans. Image Process., vol. 17, no. 6, pp. 873-886, Jun. 2008.
    • (2008) IEEE Trans. Image Process. , vol.17 , Issue.6 , pp. 873-886
    • Jia, K.1    Gong, S.G.2
  • 27
    • 78049312324 scopus 로고    scopus 로고
    • Image super-Resolution via sparse representation
    • Nov.
    • J. C. Yang, J. Wright, T. Huang, and Y. Ma, "Image super-Resolution via sparse representation," IEEE Trans. Image Process., vol. 19, no. 11, pp. 2861-2873, Nov. 2010.
    • (2010) IEEE Trans. Image Process. , vol.19 , Issue.11 , pp. 2861-2873
    • Yang, J.C.1    Wright, J.2    Huang, T.3    Ma, Y.4
  • 28
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • S. T. Roweis and L. K. Saul, "Nonlinear dimensionality reduction by locally linear embedding," Science, vol. 22, no. 12, pp. 2323-2326, 2000.
    • (2000) Science , vol.22 , Issue.12 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 29
    • 33644863030 scopus 로고    scopus 로고
    • Generating frontal view face image for pose invariant face recognition
    • H. S. Lee and D. J. Kim, "Generating frontal view face image for pose invariant face recognition," Pattern Recognit. Lett., vol. 27, pp. 747-754, 2006.
    • (2006) Pattern Recognit. Lett. , vol.27 , pp. 747-754
    • Lee, H.S.1    Kim, D.J.2
  • 31
    • 79955513450 scopus 로고    scopus 로고
    • Position-patch based face hallucination using convex optimization
    • Jun.
    • C. Jung, L. Jiao, B. Liu, and M. Gong, "position-patch based face hallucination using convex optimization," IEEE Signal Process. Lett., vol. 18, no. 6, pp. 367-370, Jun. 2011.
    • (2011) IEEE Signal Process. Lett. , vol.18 , Issue.6 , pp. 367-370
    • Jung, C.1    Jiao, L.2    Liu, B.3    Gong, M.4
  • 34
    • 80052908072 scopus 로고    scopus 로고
    • Hallucinating face in the DCT domain
    • Nov.
    • W. Zhang and W.-K. Cham, "Hallucinating face in the DCT domain," IEEE Trans. Image Process., vol. 20, no. 10, pp. 2769-2779, Nov. 2011.
    • (2011) IEEE Trans. Image Process. , vol.20 , Issue.10 , pp. 2769-2779
    • Zhang, W.1    Cham, W.-K.2
  • 35
    • 79551669210 scopus 로고    scopus 로고
    • From local pixel structure to global image super-resolution: A new face hallucination framework
    • Feb.
    • Y. Hu, K.-M. Lam, G. Qiu, and T. Shen, "From local pixel structure to global image super-resolution: A new face hallucination framework," IEEE Trans. Image Process., vol. 20, no. 2, pp. 433-445, Feb. 2011.
    • (2011) IEEE Trans. Image Process. , vol.20 , Issue.2 , pp. 433-445
    • Hu, Y.1    Lam, K.-M.2    Qiu, G.3    Shen, T.4
  • 36
    • 84870261853 scopus 로고    scopus 로고
    • Face hallucination via similarity constraints
    • Jan.
    • H. Li, L. Xu, G. Liu, and M. Gong, "Face hallucination via similarity constraints," IEEE Signal Process. Lett., vol. 20, no. 1, pp. 19-22, Jan. 2013.
    • (2013) IEEE Signal Process. Lett. , vol.20 , Issue.1 , pp. 19-22
    • Li, H.1    Xu, L.2    Liu, G.3    Gong, M.4
  • 37
    • 79958842177 scopus 로고    scopus 로고
    • PLBP: An effective local binary patterns texture descriptor with pyramid representation
    • X. M. Qian, X. S. Hua, P. Chen, and L. J. Ke, "PLBP: An effective local binary patterns texture descriptor with pyramid representation," Pattern Recognit., vol. 44, pp. 2502-2515, 2011.
    • (2011) Pattern Recognit. , vol.44 , pp. 2502-2515
    • Qian, X.M.1    Hua, X.S.2    Chen, P.3    Ke, L.J.4
  • 39
    • 0032091384 scopus 로고    scopus 로고
    • Synthesis of novel views from a single face image
    • T. Vetter, "Synthesis of novel views from a single face image," Int. J. Comput. Vision, vol. 28, no. 2, pp. 103-116, 1998.
    • (1998) Int. J. Comput. Vision , vol.28 , Issue.2 , pp. 103-116
    • Vetter, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.