메뉴 건너뛰기




Volumn 21, Issue 7, 2012, Pages 3194-3205

Image super-resolution with sparse neighbor embedding

Author keywords

Histograms of oriented gradients (HoG); neighbor embedding (NE); sparse representation; super resolution (SR)

Indexed keywords

CONSTRAINED LEAST SQUARES; EUCLIDEAN DISTANCE; GEOMETRIC STRUCTURE; HIGH RESOLUTION IMAGE; HISTOGRAMS OF ORIENTED GRADIENTS; IMAGE SUPER-RESOLUTION; K-NEAREST NEIGHBORS; LOW RESOLUTION IMAGES; NEIGHBOR EMBEDDING (NE); NEIGHBOR SELECTION; OPTIMAL WEIGHT; SPARSE REPRESENTATION; STATISTICAL FEATURES; STRUCTURAL INFORMATION; SUPERRESOLUTION; SYNTHESIS STAGES;

EID: 84862549633     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2012.2190080     Document Type: Article
Times cited : (329)

References (50)
  • 1
    • 85032751363 scopus 로고    scopus 로고
    • Super-resolution image reconstruction: A technical overview
    • May
    • S. Park, M. Park, and M. Kang, "Super-resolution image reconstruction: A technical overview," IEEE Signal Process. Mag., vol. 20, no. 3, pp. 21-36, May 2003.
    • (2003) IEEE Signal Process. Mag. , vol.20 , Issue.3 , pp. 21-36
    • Park, S.1    Park, M.2    Kang, M.3
  • 2
    • 0035474760 scopus 로고    scopus 로고
    • New edge-directed interpolation
    • Oct.
    • X. Li and M. T. Orchard, "New edge-directed interpolation," IEEE Trans. Image Process., vol. 10, no. 10, pp. 1521-1527, Oct. 2001.
    • (2001) IEEE Trans. Image Process. , vol.10 , Issue.10 , pp. 1521-1527
    • Li, X.1    Orchard, M.T.2
  • 3
    • 0031237840 scopus 로고    scopus 로고
    • Quadratic interpolation for image resampling
    • Sep.
    • N. A. Dodgson, "Quadratic interpolation for image resampling," IEEE Trans. Image Process., vol. 6, no. 9, pp. 1322-1326, Sep. 1997.
    • (1997) IEEE Trans. Image Process. , vol.6 , Issue.9 , pp. 1322-1326
    • Dodgson, N.A.1
  • 4
    • 33746265598 scopus 로고    scopus 로고
    • An edge-guided image interpolation algorithm via directional filtering and data fusion
    • Aug.
    • L. Zhang and X. Wu, "An edge-guided image interpolation algorithm via directional filtering and data fusion," IEEE Trans. Image Process., vol. 15, no. 8, pp. 2226-2238, Aug. 2006.
    • (2006) IEEE Trans. Image Process. , vol.15 , Issue.8 , pp. 2226-2238
    • Zhang, L.1    Wu, X.2
  • 5
    • 0000089810 scopus 로고
    • Multi-frame image restoration and registration
    • T. S. Huang and R. Y. Tsai, "Multi-frame image restoration and registration," Adv. Comput. Vis. Image Process., vol. 1, no. 2, pp. 317-339, 1984.
    • (1984) Adv. Comput. Vis. Image Process. , vol.1 , Issue.2 , pp. 317-339
    • Huang, T.S.1    Tsai, R.Y.2
  • 6
    • 70349298322 scopus 로고    scopus 로고
    • A multi-frame image super-resolution method
    • Feb.
    • X. Li, Y. Hu, X. Gao, D. Tao, and B. Ning, "A multi-frame image super-resolution method," Signal Process., vol. 90, no. 2, pp. 405-414, Feb. 2010.
    • (2010) Signal Process. , vol.90 , Issue.2 , pp. 405-414
    • Li, X.1    Hu, Y.2    Gao, X.3    Tao, D.4    Ning, B.5
  • 7
    • 58149144703 scopus 로고    scopus 로고
    • Generalizing the nonlocal-means to super-resolution reconstruction
    • Jan.
    • M. Protter,M. Elad, H. Takeda, and P. Milanfar, "Generalizing the nonlocal-means to super-resolution reconstruction," IEEE Trans. Image Process., vol. 18, no. 1, pp. 36-51, Jan. 2009.
    • (2009) IEEE Trans. Image Process. , vol.18 , Issue.1 , pp. 36-51
    • Protter, M.1    Elad, M.2    Takeda, H.3    Milanfar, P.4
  • 8
    • 80052902363 scopus 로고    scopus 로고
    • Zernike-momentbased image super resolution
    • Oct.
    • X. Gao, Q. Wang, X. Li, D. Tao, and K. Zhang, "Zernike-momentbased image super resolution," IEEE Trans. Image Process., vol. 20, no. 10, pp. 2738-2747, Oct. 2011.
    • (2011) IEEE Trans. Image Process. , vol.20 , Issue.10 , pp. 2738-2747
    • Gao, X.1    Wang, Q.2    Li, X.3    Tao, D.4    Zhang, K.5
  • 11
    • 33744956601 scopus 로고    scopus 로고
    • An improved super-resolution with manifold learning and histogram matching
    • T.-M. Chan and J. Zhang, "An improved super-resolution with manifold learning and histogram matching," in Proc. IAPR Int. Conf. Biometrics, 2006, pp. 756-762.
    • (2006) Proc. IAPR Int. Conf. Biometrics , pp. 756-762
    • Chan, T.-M.1    Zhang, J.2
  • 12
    • 35148891709 scopus 로고    scopus 로고
    • Image hallucination using neighbor embedding over visual primitive manifolds
    • Jun.
    • W. Fan and D. Y. Yeung, "Image hallucination using neighbor embedding over visual primitive manifolds," in Proc. IEEE Conf. Comput. Vis. Pattern Recog., Jun. 2007, pp. 1-7.
    • (2007) Proc. IEEE Conf. Comput. Vis. Pattern Recog. , pp. 1-7
    • Fan, W.1    Yeung, D.Y.2
  • 13
    • 60249093963 scopus 로고    scopus 로고
    • Neighbor embedding based super-resolution algorithm through edge detection and feature selection
    • Apr.
    • T.-M. Chan, J. Zhang, J. Pu, and H. Huang, "Neighbor embedding based super-resolution algorithm through edge detection and feature selection," Pattern Recog. Lett., vol. 30, no. 5, pp. 494-502, Apr. 2009.
    • (2009) Pattern Recog. Lett. , vol.30 , Issue.5 , pp. 494-502
    • Chan, T.-M.1    Zhang, J.2    Pu, J.3    Huang, H.4
  • 14
    • 79952931901 scopus 로고    scopus 로고
    • Partially supervised neighbor embedding for example-based image super-resolution
    • Apr.
    • K. Zhang, X. Gao, X. Li, and D. Tao, "Partially supervised neighbor embedding for example-based image super-resolution," IEEE J. Sel. Topics. Signal Process., vol. 5, no. 2, pp. 230-239, Apr. 2011.
    • (2011) IEEE J. Sel. Topics. Signal Process. , vol.5 , Issue.2 , pp. 230-239
    • Zhang, K.1    Gao, X.2    Li, X.3    Tao, D.4
  • 15
    • 78049312324 scopus 로고    scopus 로고
    • Image super-resolution via sparse representation
    • Nov.
    • J. 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.1    Wright, J.2    Huang, T.3    Ma, Y.4
  • 18
    • 55649094906 scopus 로고    scopus 로고
    • Image super-resolution by TV-regularization and Bregman iteration
    • Dec.
    • A. Marquina and S. J. Osher, "Image super-resolution by TV-regularization and Bregman iteration," J. Sci. Comput., vol. 37, no. 3, pp. 367-382, Dec. 2008.
    • (2008) J. Sci. Comput. , vol.37 , Issue.3 , pp. 367-382
    • Marquina, A.1    Osher, S.J.2
  • 19
    • 79959594311 scopus 로고    scopus 로고
    • Image deblurring and superresolution by adaptive sparse domain selection and adaptive regularization
    • Jul.
    • W. Dong, L. Zhang, G. Shi, and X. Wu, "Image deblurring and superresolution by adaptive sparse domain selection and adaptive regularization," IEEE Trans. Image Process., vol. 20, no. 7, pp. 1838-1857, Jul. 2011.
    • (2011) IEEE Trans. Image Process. , vol.20 , Issue.7 , pp. 1838-1857
    • Dong, W.1    Zhang, L.2    Shi, G.3    Wu, X.4
  • 20
    • 84863012902 scopus 로고    scopus 로고
    • Centralized sparse representation for image restoration
    • W. Dong, L. Zhang, and G. Shi, "Centralized sparse representation for image restoration," in Proc. IEEE Int. Conf. Comput. Vis., 2011, pp. 1259-1266.
    • (2011) Proc. IEEE Int. Conf. Comput. Vis. , pp. 1259-1266
    • Dong, W.1    Zhang, L.2    Shi, G.3
  • 21
    • 77951623771 scopus 로고    scopus 로고
    • Single-image super-resolution using sparse regression and natural image prior
    • Jun.
    • K. I. Kim and Y. Kwon, "Single-image super-resolution using sparse regression and natural image prior," IEEE Trans. Pattern Anal. Mach. Intell., vol. 32, no. 6, pp. 1127-1133, Jun. 2010.
    • (2010) IEEE Trans. Pattern Anal. Mach. Intell. , vol.32 , Issue.6 , pp. 1127-1133
    • Kim, K.I.1    Kwon, Y.2
  • 22
  • 25
    • 79952923946 scopus 로고    scopus 로고
    • Single-image super-resolution via local learning
    • Mar.
    • Y. Tang, P.Yan,Y.Yuan, and X. Li, "Single-image super-resolution via local learning," Int. J. Mach. Learn. Cybern., vol. 2, no. 1, pp. 15-23, Mar. 2011.
    • (2011) Int. J. Mach. Learn. Cybern. , vol.2 , Issue.1 , pp. 15-23
    • Tang, Y.1    Yan, P.2    Yuan, Y.3    Li, X.4
  • 26
    • 84885461033 scopus 로고    scopus 로고
    • Greedy regression in sparse coding space for single-image super-resolution
    • to be published
    • Y. Tang, Y. Yuan, P. Yan, and X. Li, "Greedy regression in sparse coding space for single-image super-resolution," J. Vis. Commun. Image Represent., 2012, to be published.
    • (2012) J. Vis. Commun. Image Represent.
    • Tang, Y.1    Yuan, Y.2    Yan, P.3    Li, X.4
  • 28
    • 84863011854 scopus 로고    scopus 로고
    • Joint learning for single-image super-resolution via a coupled constraint
    • Feb.
    • X. Gao, K. Zhang, X. Li, and D. Tao, "Joint learning for single-image super-resolution via a coupled constraint," IEEE Trans. Image Process., vol. 21, no. 2, pp. 469-480, Feb. 2012.
    • (2012) IEEE Trans. Image Process. , vol.21 , Issue.2 , pp. 469-480
    • Gao, X.1    Zhang, K.2    Li, X.3    Tao, D.4
  • 30
    • 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
  • 32
    • 85032751965 scopus 로고    scopus 로고
    • Compressive sensing
    • Jul.
    • R. G. Baraniuk, "Compressive sensing," IEEE Signal Process. Mag., vol. 24, no. 4, pp. 118-124, Jul. 2007.
    • (2007) IEEE Signal Process. Mag. , vol.24 , Issue.4 , pp. 118-124
    • Baraniuk, R.G.1
  • 33
    • 58649115827 scopus 로고    scopus 로고
    • A fast approach for overcomplete sparse decomposition based on smoothed L0 norm
    • Jan.
    • H. Mohimani, M. Babaie-Zadeh, and C. Jutten, "A fast approach for overcomplete sparse decomposition based on smoothed L0 norm," IEEE Trans. Signal Process., vol. 57, no. 1, pp. 289-301, Jan. 2009.
    • (2009) IEEE Trans. Signal Process. , vol.57 , Issue.1 , pp. 289-301
    • Mohimani, H.1    Babaie-Zadeh, M.2    Jutten, C.3
  • 35
    • 70549094080 scopus 로고    scopus 로고
    • Nearest neighborhood criterion for improving locally linear embedding
    • A. Eftekhari, H. A.Moghaddam, andM. Babaie-Zadeh, " -nearest neighborhood criterion for improving locally linear embedding," in Proc. CGIV, 2009, pp. 392-397.
    • (2009) Proc. CGIV , pp. 392-397
    • Eftekhari, A.1    Moghaddam, H.A.2    Babaie-Zadeh, M.3
  • 37
    • 0026359271 scopus 로고
    • Improving resolution by image registration
    • May
    • M. Irani and S. Peleg, "Improving resolution by image registration," CVGIP: Graph. Models Image Process., vol. 53, no. 3, pp. 231-239, May 1991.
    • (1991) CVGIP: Graph. Models Image Process. , vol.53 , Issue.3 , pp. 231-239
    • Irani, M.1    Peleg, S.2
  • 38
    • 0001287271 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the lasso
    • R. Tibshirani, "Regression shrinkage and selection via the lasso," J. R. Stat. Soc. Ser. B, vol. 58, no. 1, pp. 267-288, 1996.
    • (1996) J. R. Stat. Soc. Ser. B , vol.58 , Issue.1 , pp. 267-288
    • Tibshirani, R.1
  • 40
    • 0027842081 scopus 로고
    • Matching pursuitswith time-frequency dictionaries
    • Dec.
    • S.Mallat and Z. Zhang, "Matching pursuitswith time-frequency dictionaries," IEEE Trans. Signal Process., vol. 41, no. 12, pp. 3397-3415, Dec. 1993.
    • (1993) IEEE Trans. Signal Process. , vol.41 , Issue.12 , pp. 3397-3415
    • Mallat, S.1    Zhang, Z.2
  • 41
    • 0031102203 scopus 로고    scopus 로고
    • Sparse signal reconstruction fromlimited data usingFOCUSS:Are-weighted normminimization algorithm
    • Mar.
    • I. F.Gorodnitsky andB.D.Rao, "Sparse signal reconstruction fromlimited data usingFOCUSS:Are-weighted normminimization algorithm," IEEE Trans. Signal Process., vol. 45, no. 3, pp. 600-616, Mar. 1997.
    • (1997) IEEE Trans. Signal Process. , vol.45 , Issue.3 , pp. 600-616
    • Gorodnitsky, I.F.1    Rao, B.D.2
  • 43
    • 0020102027 scopus 로고
    • Least squares quantization in PCM
    • Mar.
    • S. Lloyd, "Least squares quantization in PCM," IEEE Trans. Inf. Theory, vol. IT-28, no. 2, pp. 129-137, Mar. 1982.
    • (1982) IEEE Trans. Inf. Theory , vol.IT-28 , Issue.2 , pp. 129-137
    • Lloyd, S.1
  • 44
    • 80052896677 scopus 로고    scopus 로고
    • Sparsity-based image denoising via dictionary learning and structural clustering
    • Jun.
    • W. Dong,X. Li, L. Zhang, andG. Shi, "Sparsity-based image denoising via dictionary learning and structural clustering," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Jun. 2011, pp. 457-464.
    • (2011) Proc. IEEE Conf. Comput. Vis. Pattern Recognit. , pp. 457-464
    • Dong, W.1    Li, X.2    Zhang, L.3    Shi, G.4
  • 45
    • 79960509746 scopus 로고    scopus 로고
    • FSIM: A feature similarity index for image quality assessment
    • Aug.
    • L. Zhang, L. Zhang, X. Mou, and D. Zhang, "FSIM: A feature similarity index for image quality assessment," IEEE. Trans. Image Process., vol. 20, no. 8, pp. 2378-2386, Aug. 2011.
    • (2011) IEEE. Trans. Image Process. , vol.20 , Issue.8 , pp. 2378-2386
    • Zhang, L.1    Zhang, L.2    Mou, X.3    Zhang, D.4
  • 46
    • 1942436689 scopus 로고    scopus 로고
    • Image quality assessment: Fromerror visibility to structural similarity
    • Apr.
    • Z. Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli, "Image quality assessment: Fromerror 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
  • 47
    • 67649861051 scopus 로고    scopus 로고
    • Image quality assessment based on multiscale geometric analysis
    • Jul.
    • X. Gao,W. Lu, D. Tao, and X. Li, "Image quality assessment based on multiscale geometric analysis," IEEE Trans. Image Process., vol. 18, no. 7, pp. 1409-1423, Jul. 2009.
    • (2009) IEEE Trans. Image Process. , vol.18 , Issue.7 , pp. 1409-1423
    • Gao, X.1    Lu, W.2    Tao, D.3    Li, X.4
  • 48
    • 38849095762 scopus 로고    scopus 로고
    • Fuzziness measurement of fuzzy sets and its application in cluster validity analysis
    • X. Gao, J. Li, D. Tao, and X. Li, "Fuzziness measurement of fuzzy sets and its application in cluster validity analysis," Int. J. Fuzzy Syst. (IJFS), vol. 9, no. 4, pp. 188-197, 2007.
    • (2007) Int. J. Fuzzy Syst. (IJFS) , vol.9 , Issue.4 , pp. 188-197
    • Gao, X.1    Li, J.2    Tao, D.3    Li, X.4
  • 50
    • 67650673460 scopus 로고    scopus 로고
    • Model-guided adaptive recovery of compressive sensing
    • X. Wu, X. Zhang, and J. Wang, "Model-guided adaptive recovery of compressive sensing," in Proc. Data Compress. Conf., 2009, pp. 123-132.
    • (2009) Proc. Data Compress. Conf. , pp. 123-132
    • Wu, X.1    Zhang, X.2    Wang, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.