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Volumn 23, Issue 10, 2014, Pages 4220-4231

Face super-resolution via multilayer locality-constrained iterative neighbor embedding and intermediate dictionary learning

Author keywords

dictionary learning; face hallucination; Face super resolution; manifold learning; neighbor embedding

Indexed keywords

GEOMETRY; MULTILAYERS; OPTICAL RESOLVING POWER;

EID: 84906860902     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2014.2347201     Document Type: Article
Times cited : (168)

References (43)
  • 1
    • 84255177518 scopus 로고    scopus 로고
    • Very low resolution face recognition problem
    • Jan
    • W. W. W. Zou and P. C. Yuen, "Very low resolution face recognition problem, " IEEE Trans. Image Process., vol. 21, no. 1, pp. 327-340, Jan. 2012.
    • (2012) IEEE Trans. Image Process. , vol.21 , Issue.1 , pp. 327-340
    • Zou, W.W.W.1    Yuen, P.C.2
  • 2
    • 0036709429 scopus 로고    scopus 로고
    • Limits on super-resolution and how to break them
    • Sep
    • S. Baker and T. Kanade, "Limits on super-resolution and how to break them, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 9, pp. 1167-1183, Sep. 2002.
    • (2002) IEEE Trans. Pattern Anal. Mach. Intell. , vol.24 , Issue.9 , pp. 1167-1183
    • Baker, S.1    Kanade, T.2
  • 3
    • 0742321109 scopus 로고    scopus 로고
    • Fundamental limits of reconstruction-based superresolution algorithms under local translation
    • Jan
    • Z. Lin and H.-Y. Shum, " Fundamental limits of reconstruction-based superresolution algorithms under local translation," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 1, pp. 83-97, Jan. 2004.
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell. , vol.26 , Issue.1 , pp. 83-97
    • Lin, Z.1    Shum, H.-Y.2
  • 5
    • 0035683807 scopus 로고    scopus 로고
    • A two-step approach to hallucinating faces: Global parametric model and local nonparametric model
    • Dec
    • C. Liu, H.-Y. Shum, and C.-S. Zhang, " A two-step approach to hallucinating faces: Global parametric model and local nonparametric model," in Proc. IEEE Comput. Soc. Conf. CVPR, vol. 1. Dec. 2001, pp. I192-I198.
    • (2001) Proc. IEEE Comput. Soc. Conf. CVPR , vol.1
    • Liu, C.1    Shum, H.-Y.2    Zhang, C.-S.3
  • 6
    • 44649136068 scopus 로고    scopus 로고
    • Generalized face super-resolution
    • Jun
    • K. Jia and S. 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.2
  • 7
    • 84893637098 scopus 로고    scopus 로고
    • A comprehensive survey to face hallucination
    • N. Wang, D. Tao, X. Gao, X. Li, and J. Li, " A comprehensive survey to face hallucination," Int. J. Comput. Vis., vol. 106, no. 1, pp. 1-22, 2013.
    • (2013) Int. J. Comput. Vis. , vol.106 , Issue.1 , pp. 1-22
    • Wang, N.1    Tao, D.2    Gao, X.3    Li, X.4    Li, J.5
  • 8
    • 23944509273 scopus 로고    scopus 로고
    • Hallucinating face by eigentransformation
    • Aug
    • X. Wang and X. Tang, "Hallucinating face by eigentransformation, " IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 35, no. 3, pp. 425-434, Aug. 2005.
    • (2005) IEEE Trans. Syst., Man, Cybern. C, Appl. Rev. , vol.35 , Issue.3 , pp. 425-434
    • Wang, X.1    Tang, X.2
  • 9
    • 34249336059 scopus 로고    scopus 로고
    • Super-resolution of face images using kernel PCA-based prior
    • Jun
    • A. Chakrabarti, A. N. Rajagopalan, and R. Chellappa, " Super-resolution of face images using kernel PCA-based prior," IEEE Trans. Multimedia, vol. 9, no. 4, pp. 888-892, Jun. 2007.
    • (2007) IEEE Trans. Multimedia , vol.9 , Issue.4 , pp. 888-892
    • Chakrabarti, A.1    Rajagopalan, A.N.2    Chellappa, R.3
  • 10
    • 52549116762 scopus 로고    scopus 로고
    • An example-based face hallucination method for single-frame, low-resolution facial images
    • Oct
    • J.-S. Park and S.-W. Lee, " An example-based face hallucination method 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
    • 67650688579 scopus 로고    scopus 로고
    • An adaptive learning method for face hallucination using locality preserving projections
    • Sep
    • X. Zhang, S. Peng, and J. Jiang, "An adaptive learning method for face hallucination using locality preserving projections, " in Proc. 8th IEEE Int. Conf. Autom. Face Gesture Recognit., Sep. 2008, pp. 1-8.
    • (2008) Proc. 8th IEEE Int. Conf. Autom. Face Gesture Recognit. , pp. 1-8
    • Zhang, X.1    Peng, S.2    Jiang, J.3
  • 12
    • 78049312324 scopus 로고    scopus 로고
    • Image super-resolution via sparse representation
    • Nov
    • J. Yang, J. Wright, T. S. 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.1    Wright, J.2    Huang, T.S.3    Ma, Y.4
  • 13
    • 77949487523 scopus 로고    scopus 로고
    • Super-resolution of human face image using canonical correlation analysis
    • Jul
    • H. Huang, H. He, X. Fan, and J. Zhang, "Super-resolution of human face image using canonical correlation analysis, " Pattern Recognit., vol. 43, no. 7, pp. 2532-2543, Jul. 2010.
    • (2010) Pattern Recognit , vol.43 , Issue.7 , pp. 2532-2543
    • Huang, H.1    He, H.2    Fan, X.3    Zhang, J.4
  • 14
  • 15
    • 85008013421 scopus 로고    scopus 로고
    • Aligning coupled manifolds for face hallucination
    • Nov
    • B. Li, H. Chang, S. Shan, and X. Chen, "Aligning coupled manifolds for face hallucination, " IEEE Signal Process. Lett., vol. 16, no. 11, pp. 957-960, Nov. 2009.
    • (2009) IEEE Signal Process. Lett. , vol.16 , Issue.11 , pp. 957-960
    • Li, B.1    Chang, H.2    Shan, S.3    Chen, X.4
  • 16
    • 76749086940 scopus 로고    scopus 로고
    • Hallucinating face by position-patch
    • X. Ma, J. 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.2    Qi, C.3
  • 17
    • 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
  • 18
    • 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
  • 19
    • 80052908072 scopus 로고    scopus 로고
    • Hallucinating face in the DCT domain
    • Oct
    • W. Zhang and W.-K. Cham, "Hallucinating face in the DCT domain, " IEEE Trans. Image Process., vol. 20, no. 10, pp. 2769-2779, Oct. 2011.
    • (2011) IEEE Trans. Image Process. , vol.20 , Issue.10 , pp. 2769-2779
    • Zhang, W.1    Cham, W.-K.2
  • 20
    • 84868122689 scopus 로고    scopus 로고
    • Position-patch based face hallucination via locality-constrained representation
    • Jul
    • J. Jiang, R. Hu, Z. Han, T. Lu, and K. Huang, " Position-patch based face hallucination via locality-constrained representation," in Proc. IEEE ICME, Jul. 2012, pp. 212-217.
    • (2012) Proc. IEEE ICME , pp. 212-217
    • Jiang, J.1    Hu, R.2    Han, Z.3    Lu, T.4    Huang, K.5
  • 21
    • 84904733558 scopus 로고    scopus 로고
    • Noise robust face hallucination via locality-constrained representation
    • Aug
    • J. Jiang, R. Hu, Z. Wang, and Z. Han, "Noise robust face hallucination via locality-constrained representation," IEEE Trans. Multimedia, vol. 16, no. 5, pp. 1268-1281, Aug. 2014.
    • (2014) IEEE Trans. Multimedia , vol.16 , Issue.5 , pp. 1268-1281
    • Jiang, J.1    Hu, R.2    Wang, Z.3    Han, Z.4
  • 22
    • 84885593444 scopus 로고    scopus 로고
    • Localityconstraint iterative neighbor embedding for face hallucination
    • Jul
    • J. Jiang, R. Hu, Z. Han, Z. Wang, T. Lu, and J. Chen, " Localityconstraint iterative neighbor embedding for face hallucination," in Proc. IEEE ICME, Jul. 2013, pp. 1-6.
    • (2013) Proc. IEEE ICME , pp. 1-6
    • Jiang, J.1    Hu, R.2    Han, Z.3    Wang, Z.4    Lu, T.5    Chen, J.6
  • 23
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • Dec
    • S. T. Roweis and L. K. Saul, "Nonlinear dimensionality reduction by locally linear embedding," Science, vol. 290, no. 5500, pp. 2323-2326, Dec. 2000.
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 24
    • 84859527816 scopus 로고    scopus 로고
    • Sparse representation and position prior based face hallucination upon classified over-complete dictionaries
    • Sep
    • X. Ma, H. Q. Luong, W. Philips, H. Song, and H. Cui, " Sparse representation and position prior based face hallucination upon classified over-complete dictionaries," Signal Process., vol. 92, no. 9, pp. 2066-2074, Sep. 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
  • 25
    • 84863401481 scopus 로고    scopus 로고
    • Nonlinear learning using local coordinate coding
    • Red Hook, NY, USA: Curran Associates, Inc.
    • K. Yu, T. Zhang, and Y. Gong, "Nonlinear learning using local coordinate coding, " in Advances in Neural Information Processing Systems. Red Hook, NY, USA: Curran Associates, Inc., 2009, pp. 2223-2231.
    • (2009) Advances in Neural Information Processing Systems , pp. 2223-2231
    • Yu, K.1    Zhang, T.2    Gong, Y.3
  • 26
    • 77955996870 scopus 로고    scopus 로고
    • Localityconstrained linear coding for image classification
    • Jun
    • J. Wang, J. Yang, K. Yu, F. Lv, T. Huang, and Y. Gong, " Localityconstrained linear coding for image classification," in Proc. IEEE Conf. CVPR, Jun. 2010, pp. 3360-3367.
    • (2010) Proc. IEEE Conf. CVPR , pp. 3360-3367
    • Wang, J.1    Yang, J.2    Yu, K.3    Lv, F.4    Huang, T.5    Gong, Y.6
  • 27
    • 33750557616 scopus 로고    scopus 로고
    • Neighborhood issue in single-frame image super-resolution
    • Jul
    • K. Su, Q. Tian, Q. Xue, N. Sebe, and J. Ma, " Neighborhood issue in single-frame image super-resolution," in Proc. IEEE ICME, Jul. 2005, pp. 1122-1125.
    • (2005) Proc. IEEE ICME , pp. 1122-1125
    • Su, K.1    Tian, Q.2    Xue, Q.3    Sebe, N.4    Ma, J.5
  • 29
    • 84898409537 scopus 로고    scopus 로고
    • Lowcomplexity single-image super-resolution based on nonnegative neighbor embedding
    • M. Bevilacqua, A. Roumy, C. Guillemot, and M. Alberi, " Lowcomplexity single-image super-resolution based on nonnegative neighbor embedding," in Proc. BMVC, 2012, pp. 1-10.
    • (2012) Proc. BMVC , pp. 1-10
    • Bevilacqua, M.1    Roumy, A.2    Guillemot, C.3    Alberi, M.4
  • 30
    • 84862549633 scopus 로고    scopus 로고
    • Image super-resolution with sparse neighbor embedding
    • Jul
    • X. Gao, K. Zhang, D. Tao, and X. Li, "Image super-resolution with sparse neighbor embedding, " IEEE Trans. Image Process., vol. 21, no. 7, pp. 3194-3205, Jul. 2012.
    • (2012) IEEE Trans. Image Process. , vol.21 , Issue.7 , pp. 3194-3205
    • Gao, X.1    Zhang, K.2    Tao, D.3    Li, X.4
  • 31
    • 51949112574 scopus 로고    scopus 로고
    • The CAS-PEAL large-scale chinese face database and baseline evaluations
    • Jan
    • W. Gao et al., " The CAS-PEAL large-scale chinese face database and baseline evaluations," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 38, no. 1, pp. 149-161, Jan. 2008.
    • (2008) IEEE Trans. Syst., Man, Cybern. A, Syst., Humans , vol.38 , Issue.1 , pp. 149-161
    • Gao, W.1
  • 32
    • 1942436689 scopus 로고    scopus 로고
    • Image quality assessment: From error visibility to structural similarity
    • Apr
    • Z. Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli, " Image quality assessment: From error visibility to structural similarity," IEEE Trans. Image Process., vol. 13, no. 4, pp. 600-612, Apr. 2004.
    • (2004) IEEE Trans. Image Process. , vol.13 , Issue.4 , pp. 600-612
    • Wang, Z.1    Bovik, A.C.2    Sheikh, H.R.3    Simoncelli, E.P.4
  • 33
    • 77951283833 scopus 로고    scopus 로고
    • New learning based super-resolution: Use of D WT and IGMRF prior
    • May
    • P. P. Gajjar and M. V. Joshi, "New learning based super-resolution: Use of D WT and IGMRF prior," IEEE Trans. Image Process., vol. 19, no. 5, pp. 1201-1213, May 2010.
    • (2010) IEEE Trans. Image Process , vol.19 , Issue.5 , pp. 1201-1213
    • Gajjar, P.P.1    Joshi, M.V.2
  • 34
    • 84898027861 scopus 로고    scopus 로고
    • Hello! my name is. . . Buffy-Automatic naming o f characters in TV video
    • M. Everingham, J. Sivic, and A. Zisserman, "Hello! my name is. . . Buffy-Automatic naming o f characters in TV video," in Proc. BMVC, 2006, pp. 899-908.
    • (2006) Proc. BMVC , pp. 899-908
    • Everingham, M.1    Sivic, J.2    Zisserman, A.3
  • 35
    • 84885190223 scopus 로고    scopus 로고
    • Single image super-resolution with multiscale similarity learning
    • Oct
    • K. Zhang, X. Gao, D. Tao, and X. Li, "Single image super-resolution with multiscale similarity learning, " IEEE Trans. Neural Netw. Learn. Syst., vol. 24, no. 10, pp. 1648-1659, Oct. 2013.
    • (2013) IEEE Trans. Neural Netw. Learn. Syst. , vol.24 , Issue.10 , pp. 1648-1659
    • Zhang, K.1    Gao, X.2    Tao, D.3    Li, X.4
  • 36
    • 84867877894 scopus 로고    scopus 로고
    • A Bayesian approach to alignment-based image hallucination
    • Oct
    • M.F. Tappen,C. Liu, A Bayesian approach to alignment-based image hallucination, Proc. 12th ECCV 7578, Oct. 2012, 236-249.
    • (2012) Proc. 12th ECCV , vol.7578 , pp. 236-249
    • Tappen, M.F.1    Liu, C.2
  • 38
    • 80053482745 scopus 로고    scopus 로고
    • Extracting a good quality frontal face image from a low-resolution video sequence
    • Oct
    • K. Nasrollahi and T. B. Moeslund, "Extracting a good quality frontal face image from a low-resolution video sequence, " IEEE Trans. Circuits Syst. Video Technol., vol. 21, no. 10, pp. 1353-1362, Oct. 2011.
    • (2011) IEEE Trans. Circuits Syst. Video Technol. , vol.21 , Issue.10 , pp. 1353-1362
    • Nasrollahi, K.1    Moeslund, T.B.2
  • 39
    • 51949116030 scopus 로고    scopus 로고
    • Simultaneous super-resolution and feature extraction for recognition of lowresolution faces
    • Jun
    • P. H. Hennings-Yeomans, S. Baker, and B. V. K. V. Kumar, " Simultaneous super-resolution and feature extraction for recognition of lowresolution faces," in Proc. IEEE Conf. CVPR, Jun. 2008, pp. 1-8.
    • (2008) Proc. IEEE Conf. CVPR , pp. 1-8
    • Hennings-Yeomans, P.H.1    Baker, S.2    Kumar, B.V.K.V.3
  • 40
    • 84255177518 scopus 로고    scopus 로고
    • Very low resolution face recognition problem
    • Jan
    • W. W. W. Zou and P. C. Yuen, "Very low resolution face recognition problem, " IEEE Trans. Image Process., vol. 21, no. 1, pp. 327-340, Jan. 2012.
    • (2012) IEEE Trans. Image Process. , vol.21 , Issue.1 , pp. 327-340
    • Zou, W.W.W.1    Yuen, P.C.2
  • 41
    • 84867682912 scopus 로고    scopus 로고
    • Face hallucination based on morphological component analysis
    • Feb
    • Y. Liang, X. Xie, and J.-H. Lai, "Face hallucination based on morphological component analysis, " Signal Process., vol. 93, no. 2, pp. 445-458, Feb. 2013.
    • (2013) Signal Process , vol.93 , Issue.2 , pp. 445-458
    • Liang, Y.1    Xie, X.2    Lai, J.-H.3
  • 42
    • 84890868484 scopus 로고    scopus 로고
    • Two-step superresolution approach for surveillance face image through radial basis function-partial least squares regression and locality-induced sparse representation
    • Oct
    • J. Jiang, R. Hu, Z. Han, Z.Wang, and J. Chen, " Two-step superresolution approach for surveillance face image through radial basis function-partial least squares regression and locality-induced sparse representation, " J. Electron. Imag., vol. 22, no. 4, p. 041120, Oct. 2013.
    • (2013) J. Electron. Imag. , vol.22 , Issue.4 , pp. 041120
    • Jiang, J.1    Hu, R.2    Han, Z.3    Wang, Z.4    Chen, J.5
  • 43
    • 85027140143 scopus 로고
    • A face recognition method using higher order local autocorrelation and multivariate analysis
    • Aug./Sep
    • T. Kurita, N. Otsu, and T. Sato, " A face recognition method using higher order local autocorrelation and multivariate analysis," in Proc. Int. Conf. Pattern Recognit., Aug./Sep. 1992, pp. 213-216.
    • (1992) Proc. Int. Conf. Pattern Recognit. , pp. 213-216
    • Kurita, T.1    Otsu, N.2    Sato, T.3


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