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Volumn 11, Issue 5, 2017, Pages 961-968

A fast single-image super-resolution via directional edge-guided regularized extreme learning regression

Author keywords

Directional edges; Extreme learning regression; Structural similarity; Super resolution

Indexed keywords

LEARNING ALGORITHMS; LEARNING SYSTEMS; OPTICAL RESOLVING POWER;

EID: 85009266936     PISSN: 18631703     EISSN: 18631711     Source Type: Journal    
DOI: 10.1007/s11760-016-1045-8     Document Type: Article
Times cited : (16)

References (45)
  • 2
    • 0036709429 scopus 로고    scopus 로고
    • Limits on super-resolution and how to break them
    • Baker, S., Kanade, T.: Limits on super-resolution and how to break them. IEEE Trans. Pattern Anal. Mach. Intell. 24(9), 1167–1183 (2002)
    • (2002) IEEE Trans. Pattern Anal. Mach. Intell. , vol.24 , Issue.9 , pp. 1167-1183
    • Baker, S.1    Kanade, T.2
  • 3
    • 0030409644 scopus 로고    scopus 로고
    • A simple edge-sensitive image interpolation filter
    • Carrato, S., Ramponi, G., Marsi, S.: A simple edge-sensitive image interpolation filter. Int. Conf. Image Process. 3, 711–7143 (1996)
    • (1996) Int. Conf. Image Process. , vol.3 , pp. 711-7143
    • Carrato, S.1    Ramponi, G.2    Marsi, S.3
  • 5
    • 0035474760 scopus 로고    scopus 로고
    • New edge-directed interpolation
    • Li, X., Orchard, M.T.: New edge-directed interpolation. IEEE Trans. Image Process. 10(10), 1521–1527 (2001)
    • (2001) IEEE Trans. Image Process. , vol.10 , Issue.10 , pp. 1521-1527
    • Li, X.1    Orchard, M.T.2
  • 6
    • 33746265598 scopus 로고    scopus 로고
    • An edge-guided image interpolation algorithm via directional filtering and data fusion
    • Zhang, L., Wu, X.: An edge-guided image interpolation algorithm via directional filtering and data fusion. IEEE Trans. Image Process. 15(8), 2226–2238 (2006)
    • (2006) IEEE Trans. Image Process. , vol.15 , Issue.8 , pp. 2226-2238
    • Zhang, L.1    Wu, X.2
  • 8
    • 79957490936 scopus 로고    scopus 로고
    • Gradient profile prior and its applications in image super-resolution and enhancement
    • Sun, J., Sun, J., Xu, Z., Shum, H.Y.: Gradient profile prior and its applications in image super-resolution and enhancement. IEEE Trans. Image Process. 20(6), 1529–1542 (2011)
    • (2011) IEEE Trans. Image Process. , vol.20 , Issue.6 , pp. 1529-1542
    • Sun, J.1    Sun, J.2    Xu, Z.3    Shum, H.Y.4
  • 9
    • 84881450346 scopus 로고    scopus 로고
    • Edge-directed single-image super-resolution via adaptive gradient magnitude self-interpolation
    • Wang, L., Xiang, S., Meng, G., Wu, H., Pan, C.: Edge-directed single-image super-resolution via adaptive gradient magnitude self-interpolation. IEEE Trans. Circuits Syst. Video Technol. 23(8), 1289–1299 (2013)
    • (2013) IEEE Trans. Circuits Syst. Video Technol. , vol.23 , Issue.8 , pp. 1289-1299
    • Wang, L.1    Xiang, S.2    Meng, G.3    Wu, H.4    Pan, C.5
  • 11
    • 33847712243 scopus 로고    scopus 로고
    • Kernel regression for image processing and reconstruction
    • Takeda, H., Farsiu, S., Milanfar, P.: Kernel regression for image processing and reconstruction. IEEE Trans. Image Process. 16(2), 349–366 (2007)
    • (2007) IEEE Trans. Image Process. , vol.16 , Issue.2 , pp. 349-366
    • Takeda, H.1    Farsiu, S.2    Milanfar, P.3
  • 12
    • 84867853644 scopus 로고    scopus 로고
    • Single image super-resolution with non-local means and steering kernel regression
    • Zhang, K., Gao, X., Tao, D., Li, X.: Single image super-resolution with non-local means and steering kernel regression. IEEE Trans. Image Process. 21(11), 4544–4556 (2012)
    • (2012) IEEE Trans. Image Process. , vol.21 , Issue.11 , pp. 4544-4556
    • Zhang, K.1    Gao, X.2    Tao, D.3    Li, X.4
  • 14
    • 84862549633 scopus 로고    scopus 로고
    • Image super-resolution with sparse neighbor embedding
    • Gao, X., Zhang, K., Tao, D., Li, X.: Image super-resolution with sparse neighbor embedding. IEEE Trans. Image Process. 21(7), 3194–3205 (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
  • 17
    • 33745903481 scopus 로고    scopus 로고
    • Extreme learning machine: theory and applications
    • Huang, G.-B., Zhu, Q.-Y., Siew, C.-K.: Extreme learning machine: theory and applications. Neurocomputing 70(1), 489–501 (2006)
    • (2006) Neurocomputing , vol.70 , Issue.1 , pp. 489-501
    • Huang, G.-B.1    Zhu, Q.-Y.2    Siew, C.-K.3
  • 18
    • 33745918399 scopus 로고    scopus 로고
    • Universal approximation using incremental constructive feedforward networks with random hidden nodes
    • Huang, G.-B., Chen, L., Siew, C.-K.: Universal approximation using incremental constructive feedforward networks with random hidden nodes. IEEE Trans. Neural Netw. 17(4), 879–892 (2006)
    • (2006) IEEE Trans. Neural Netw. , vol.17 , Issue.4 , pp. 879-892
    • Huang, G.-B.1    Chen, L.2    Siew, C.-K.3
  • 21
    • 0017544972 scopus 로고
    • Edge detection by compass gradient masks
    • Robinson, Gner S.: Edge detection by compass gradient masks. Comput. Gr. Image Process. 6(5), 492–501 (1977)
    • (1977) Comput. Gr. Image Process. , vol.6 , Issue.5 , pp. 492-501
    • Robinson, G.S.1
  • 24
    • 84942484786 scopus 로고
    • Ridge regression: biased estimation for nonorthogonal problems
    • Hoerl, A.E., Kennard, R.W.: Ridge regression: biased estimation for nonorthogonal problems. Technometrics 12(1), 55–67 (1970)
    • (1970) Technometrics , vol.12 , Issue.1 , pp. 55-67
    • Hoerl, A.E.1    Kennard, R.W.2
  • 25
    • 1942436689 scopus 로고    scopus 로고
    • Image quality assessment: from error visibility to structural similarity
    • Wang, Z., Bovik, A.C., Sheikh, H.R., Simoncelli, E.P.: Image quality assessment: from error visibility to structural similarity. IEEE Trans. Image Process. 13(4), 600–612 (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
  • 26
    • 80052910198 scopus 로고    scopus 로고
    • Real-time artifact-free image upscaling
    • Giachetti, A., Asuni, N.: Real-time artifact-free image upscaling. IEEE Trans. Image Process. 20(10), 2760–2768 (2011)
    • (2011) IEEE Trans. Image Process. , vol.20 , Issue.10 , pp. 2760-2768
    • Giachetti, A.1    Asuni, N.2
  • 27
    • 84855655878 scopus 로고    scopus 로고
    • On single image scale-up using sparse-representations
    • Zeyde, R., Elad, M., Protter, M.: On single image scale-up using sparse-representations. In: Curves and Surfaces, pp. 711–730 (2010)
    • (2010) Curves and Surfaces , pp. 711-730
    • Zeyde, R.1    Elad, M.2    Protter, M.3
  • 28
    • 84958107191 scopus 로고    scopus 로고
    • Image super-resolution via sparse representation over multiple learned dictionaries based on edge sharpness
    • Yeganli, F., Nazzal, M., Unal, M., Ozkaramanli, H.: Image super-resolution via sparse representation over multiple learned dictionaries based on edge sharpness. Signal Image Video Process. 10(3), 535–542 (2016)
    • (2016) Signal Image Video Process. , vol.10 , Issue.3 , pp. 535-542
    • Yeganli, F.1    Nazzal, M.2    Unal, M.3    Ozkaramanli, H.4
  • 30
    • 78049294238 scopus 로고    scopus 로고
    • Super-resolution with sparse mixing estimators
    • Mallat, S., Yu, G.: Super-resolution with sparse mixing estimators. IEEE Trans. Image Process. 19(11), 2889–2900 (2010)
    • (2010) IEEE Trans. Image Process. , vol.19 , Issue.11 , pp. 2889-2900
    • Mallat, S.1    Yu, G.2
  • 31
    • 77951623771 scopus 로고    scopus 로고
    • Single-image super-resolution using sparse regression and natural image prior
    • Kim, K. I., Kwon, Y.: Single-image super-resolution using sparse regression and natural image prior. IEEE Trans. Pattern Anal. Mach. Intell. 32(6), 1127–1133 (2010)
    • (2010) IEEE Trans. Pattern Anal. Mach. Intell , vol.32 , Issue.6 , pp. 1127-1133
    • Kim, K.I.1    Kwon, Y.2
  • 32
    • 80051947769 scopus 로고    scopus 로고
    • A survey on super-resolution imaging
    • Tian, J., Ma, K.-K.: A survey on super-resolution imaging. Signal Image Video Process. 5(3), 329–342 (2011)
    • (2011) Signal Image Video Process. , vol.5 , Issue.3 , pp. 329-342
    • Tian, J.1    Ma, K.-K.2
  • 33
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • Roweis, S.T., Saul, L.K.: Nonlinear dimensionality reduction by locally linear embedding. Science 290(5500), 2323–2326 (2000)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 34
    • 84863011854 scopus 로고    scopus 로고
    • Joint learning for single-image super-resolution via a coupled constraint
    • Gao, X., Zhang, K., Tao, D., Li, X.: Joint learning for single-image super-resolution via a coupled constraint. IEEE Trans. Image Process. 21(2), 469–480 (2012)
    • (2012) IEEE Trans. Image Process. , vol.21 , Issue.2 , pp. 469-480
    • Gao, X.1    Zhang, K.2    Tao, D.3    Li, X.4
  • 35
    • 84921835242 scopus 로고    scopus 로고
    • Learning multiple linear mappings for efficient single image super-resolution
    • Zhang, K., Tao, D., Gao, X., Li, X., Xiong, Z.: Learning multiple linear mappings for efficient single image super-resolution. IEEE Trans. Image Process. 24(3), 846–861 (2015)
    • (2015) IEEE Trans. Image Process , vol.24 , Issue.3 , pp. 846-861
    • Zhang, K.1    Tao, D.2    Gao, X.3    Li, X.4    Xiong, Z.5
  • 36
    • 84979517435 scopus 로고    scopus 로고
    • Text-image super-resolution through anchored neighborhood regression with multiple class-specific dictionaries
    • Abedi, A., Kabir, E.: Text-image super-resolution through anchored neighborhood regression with multiple class-specific dictionaries. Signal Image Video Process. (2016). doi:10.1007/s11760-016-0933-2
    • (2016) Signal Image Video Process
    • Abedi, A.1    Kabir, E.2
  • 39
    • 0032203257 scopus 로고    scopus 로고
    • Gradient-based learning applied to document recognition
    • LeCun, Y., Bottou, L., Bengio, Y., Haffner, P.: Gradient-based learning applied to document recognition. Proc. IEEE 86(11), 2278–2324 (1998)
    • (1998) Proc. IEEE , vol.86 , Issue.11 , pp. 2278-2324
    • LeCun, Y.1    Bottou, L.2    Bengio, Y.3    Haffner, P.4
  • 40
    • 33746600649 scopus 로고    scopus 로고
    • Reducing the dimensionality of data with neural networks
    • Hinton, G.E., Salakhutdinov, R.R.: Reducing the dimensionality of data with neural networks. Science 313(5786), 504–507 (2006)
    • (2006) Science , vol.313 , Issue.5786 , pp. 504-507
    • Hinton, G.E.1    Salakhutdinov, R.R.2
  • 41
    • 84906316126 scopus 로고    scopus 로고
    • Learning adaptive interpolation kernels for fast single-image super resolution
    • Hu, X., Peng, S., Hwang, W.-L.: Learning adaptive interpolation kernels for fast single-image super resolution. Signal Image Video Process. 8(6), 1077–1086 (2014)
    • (2014) Signal Image Video Process. , vol.8 , Issue.6 , pp. 1077-1086
    • Hu, X.1    Peng, S.2    Hwang, W.-L.3
  • 42
    • 84960123700 scopus 로고    scopus 로고
    • First-order derivative-based super-resolution
    • Haris, M., Widyanto, M.R., Nobuhara, H
    • Haris, M., Widyanto, M.R., Nobuhara, H.: First-order derivative-based super-resolution. Signal Image Video Process. (2016). doi:10.1007/ s11760-016-0880-y
    • (2016) Signal Image Video Process.
  • 43
    • 84866951800 scopus 로고    scopus 로고
    • Image zooming using directional cubic convolution interpolation
    • Zhou, D., Shen, X., Dong, W.: Image zooming using directional cubic convolution interpolation. IET Image Process. 6(6), 627–634 (2012)
    • (2012) IET Image Process. , vol.6 , Issue.6 , pp. 627-634
    • Zhou, D.1    Shen, X.2    Dong, W.3
  • 44
    • 84901060118 scopus 로고    scopus 로고
    • A statistical prediction model based on sparse representations for single image super-resolution
    • Peleg, T., Elad, M.: A statistical prediction model based on sparse representations for single image super-resolution. IEEE Trans. Image Process. 23(6), 2569–2582 (2014)
    • (2014) IEEE Trans. Image Process. , vol.23 , Issue.6 , pp. 2569-2582
    • Peleg, T.1    Elad, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.