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Volumn 25, Issue 3, 2016, Pages 1246-1259

CONCOLOR: Constrained Non-Convex Low-Rank Model for Image Deblocking

Author keywords

blocking artifact reduction; Image deblocking; low rank; optimization; quantization constraint

Indexed keywords

ALGORITHMS; CONSTRAINED OPTIMIZATION; IMAGE CODING;

EID: 84962667323     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2016.2515985     Document Type: Article
Times cited : (130)

References (48)
  • 1
    • 0026142897 scopus 로고
    • The JPEG still picture compression standard
    • G. K. Wallace, "The JPEG still picture compression standard, " Commun. ACM, vol. 34, no. 4, pp. 30-44, 1991.
    • (1991) Commun. ACM , vol.34 , Issue.4 , pp. 30-44
    • Wallace, G.K.1
  • 4
    • 0032024653 scopus 로고    scopus 로고
    • Review of postprocessing techniques for compression artifact removal
    • M.-Y. Shen and C.-C. J. Kuo, "Review of postprocessing techniques for compression artifact removal, " J. Vis. Commun. Image Represent., vol. 9, no. 1, pp. 2-14, 1998.
    • (1998) J. Vis. Commun. Image Represent , vol.9 , Issue.1 , pp. 2-14
    • Shen, M.-Y.1    Kuo, C.-C.J.2
  • 5
    • 84896374508 scopus 로고    scopus 로고
    • Self-learning-based post-processing for image/video deblocking via sparse representation
    • C.-H. Yeh, L.-W. Kang, Y.-W. Chiou, C.-W. Lin, and S.-J. F. Jiang, "Self-learning-based post-processing for image/video deblocking via sparse representation, " J. Vis. Commun. Image Represent., vol. 25, no. 5, pp. 891-903, 2014.
    • (2014) J. Vis. Commun. Image Represent , vol.25 , Issue.5 , pp. 891-903
    • Yeh, C.-H.1    Kang, L.-W.2    Chiou, Y.-W.3    Lin, C.-W.4    Jiang, S.-J.F.5
  • 6
    • 64149118633 scopus 로고    scopus 로고
    • Efficient image deblocking based on postfiltering in shifted windows
    • Jan.
    • G. Zhai, W. Zhang, X. Yang, W. Lin, and Y. Xu, "Efficient image deblocking based on postfiltering in shifted windows, " IEEE Trans. Circuits Syst. Video Technol., vol. 18, no. 1, pp. 122-126, Jan. 2008.
    • (2008) IEEE Trans. Circuits Syst. Video Technol , vol.18 , Issue.1 , pp. 122-126
    • Zhai, G.1    Zhang, W.2    Yang, X.3    Lin, W.4    Xu, Y.5
  • 7
    • 47649091471 scopus 로고    scopus 로고
    • Efficient deblocking with coefficient regularization, shape-adaptive filtering, and quantization constraint
    • Aug.
    • G. Zhai, W. Zhang, X. Yang, W. Lin, and Y. Xu, "Efficient deblocking with coefficient regularization, shape-adaptive filtering, and quantization constraint, " IEEE Trans. Multimedia, vol. 10, no. 5, pp. 735-745, Aug. 2008.
    • (2008) IEEE Trans. Multimedia , vol.10 , Issue.5 , pp. 735-745
    • Zhai, G.1    Zhang, W.2    Yang, X.3    Lin, W.4    Xu, Y.5
  • 8
    • 34247470408 scopus 로고    scopus 로고
    • Pointwise shape-adaptive DCT for high-quality denoising and deblocking of grayscale and color images
    • May
    • A. Foi, V. Katkovnik, and K. Egiazarian, "Pointwise shape-adaptive DCT for high-quality denoising and deblocking of grayscale and color images, " IEEE Trans. Image Process., vol. 16, no. 5, pp. 1395-1411, May 2007.
    • (2007) IEEE Trans. Image Process , vol.16 , Issue.5 , pp. 1395-1411
    • Foi, A.1    Katkovnik, V.2    Egiazarian, K.3
  • 9
    • 79952452031 scopus 로고    scopus 로고
    • Image postprocessing by nonlocal Kuan's filter
    • R. Zhang, W. Ouyang, and W.-K. Cham, "Image postprocessing by nonlocal Kuan's filter, " J. Vis. Commun. Image Represent., vol. 22, no. 3, pp. 251-262, 2011.
    • (2011) J. Vis. Commun. Image Represent , vol.22 , Issue.3 , pp. 251-262
    • Zhang, R.1    Ouyang, W.2    Cham, W.-K.3
  • 11
    • 84876912747 scopus 로고    scopus 로고
    • Adaptive non-local means filter for image deblocking
    • C. Wang, J. Zhou, and S. Liu, "Adaptive non-local means filter for image deblocking, " Signal Process., Image Commun., vol. 28, no. 5, pp. 522-530, 2013.
    • (2013) Signal Process., Image Commun , vol.28 , Issue.5 , pp. 522-530
    • Wang, C.1    Zhou, J.2    Liu, S.3
  • 12
    • 79953874923 scopus 로고    scopus 로고
    • On the application of structured sparse model selection to JPEG compressed images
    • Milan, Italy, Apr.
    • G. Farinella and S. Battiato, "On the application of structured sparse model selection to JPEG compressed images, " in Proc. 3rd Int. Workshop Comput. Color Imag., Milan, Italy, Apr. 2011, pp. 137-151.
    • (2011) Proc. 3rd Int. Workshop Comput. Color Imag. , pp. 137-151
    • Farinella, G.1    Battiato, S.2
  • 13
    • 68949166323 scopus 로고    scopus 로고
    • Adaptive blocking artifact reduction using wavelet-based block analysis
    • May
    • J. Kim, "Adaptive blocking artifact reduction using wavelet-based block analysis, " IEEE Trans. Consum. Electron., vol. 55, no. 2, pp. 933-940, May 2009.
    • (2009) IEEE Trans. Consum. Electron , vol.55 , Issue.2 , pp. 933-940
    • Kim, J.1
  • 14
    • 84907448611 scopus 로고    scopus 로고
    • Post-processing for blocking artifact reduction based on inter-block correlation
    • Oct.
    • S. B. Yoo, K. Choi, and J. B. Ra, "Post-processing for blocking artifact reduction based on inter-block correlation, " IEEE Trans. Multimedia, vol. 16, no. 6, pp. 1536-1548, Oct. 2014.
    • (2014) IEEE Trans. Multimedia , vol.16 , Issue.6 , pp. 1536-1548
    • Yoo, S.B.1    Choi, K.2    Ra, J.B.3
  • 15
    • 84956669793 scopus 로고    scopus 로고
    • Image deblocking using groupbased sparse representation and quantization constraint prior
    • Sep.
    • J. Zhang, S. Ma, Y. Zhang, and W. Gao, "Image deblocking using groupbased sparse representation and quantization constraint prior, " in Proc. IEEE Int. Conf. Image Process., Sep. 2015, pp. 306-310.
    • (2015) Proc. IEEE Int. Conf. Image Process. , pp. 306-310
    • Zhang, J.1    Ma, S.2    Zhang, Y.3    Gao, W.4
  • 16
    • 0026838050 scopus 로고
    • Iterative procedures for reduction of blocking effects in transform image coding
    • Mar.
    • A. Zakhor, "Iterative procedures for reduction of blocking effects in transform image coding, " IEEE Trans. Circuits Syst. Video Technol., vol. 2, no. 1, pp. 91-95, Mar. 1992.
    • (1992) IEEE Trans. Circuits Syst. Video Technol , vol.2 , Issue.1 , pp. 91-95
    • Zakhor, A.1
  • 17
    • 0029341202 scopus 로고
    • Projection-based spatially adaptive reconstruction of block-transform compressed images
    • Jul.
    • Y. Yang, N. P. Galatsanos, and A. K. Katsaggelos, "Projection-based spatially adaptive reconstruction of block-transform compressed images, " IEEE Trans. Image Process., vol. 4, no. 7, pp. 896-908, Jul. 1995.
    • (1995) IEEE Trans. Image Process , vol.4 , Issue.7 , pp. 896-908
    • Yang, Y.1    Galatsanos, N.P.2    Katsaggelos, A.K.3
  • 18
    • 0031245256 scopus 로고    scopus 로고
    • Removal of compression artifacts using projections onto convex sets and line process modeling
    • Oct.
    • Y. Yang and N. P. Galatsanos, "Removal of compression artifacts using projections onto convex sets and line process modeling, " IEEE Trans. Image Process., vol. 6, no. 10, pp. 1345-1357, Oct. 1997.
    • (1997) IEEE Trans. Image Process , vol.6 , Issue.10 , pp. 1345-1357
    • Yang, Y.1    Galatsanos, N.P.2
  • 19
    • 0033322556 scopus 로고    scopus 로고
    • Theory of projection onto the narrow quantization constraint set and its application
    • Oct.
    • S. H. Park and D. S. Kim, "Theory of projection onto the narrow quantization constraint set and its application, " IEEE Trans. Image Process., vol. 8, no. 10, pp. 1361-1373, Oct. 1999.
    • (1999) IEEE Trans. Image Process , vol.8 , Issue.10 , pp. 1361-1373
    • Park, S.H.1    Kim, D.S.2
  • 20
    • 84865278612 scopus 로고    scopus 로고
    • A total variation-based JPEG decompression model
    • K. Bredies and M. Holler, "A total variation-based JPEG decompression model, " SIAM J. Imag. Sci., vol. 5, no. 1, pp. 366-393, 2012.
    • (2012) SIAM J. Imag. Sci , vol.5 , Issue.1 , pp. 366-393
    • Bredies, K.1    Holler, M.2
  • 21
    • 84861642551 scopus 로고    scopus 로고
    • Image deblocking via sparse representation
    • C. Jung, L. Jiao, H. Qi, and T. Sun, "Image deblocking via sparse representation, " Signal Process., Image Commun., vol. 27, no. 6, pp. 663-677, 2012.
    • (2012) Signal Process., Image Commun , vol.27 , Issue.6 , pp. 663-677
    • Jung, C.1    Jiao, L.2    Qi, H.3    Sun, T.4
  • 22
    • 84897741752 scopus 로고    scopus 로고
    • Sparsity-based soft decoding of compressed images in transform domain
    • Sep.
    • X. Liu, X. Wu, and D. Zhao, "Sparsity-based soft decoding of compressed images in transform domain, " in Proc. IEEE Int. Conf. Image Process., Sep. 2013, pp. 563-566.
    • (2013) Proc. IEEE Int. Conf. Image Process. , pp. 563-566
    • Liu, X.1    Wu, X.2    Zhao, D.3
  • 23
    • 84893398483 scopus 로고    scopus 로고
    • Reducing artifacts in JPEG decompression via a learned dictionary
    • Feb.
    • H. Chang, M. K. Ng, and T. Zeng, "Reducing artifacts in JPEG decompression via a learned dictionary, " IEEE Trans. Signal Process., vol. 62, no. 3, pp. 718-728, Feb. 2014.
    • (2014) IEEE Trans. Signal Process , vol.62 , Issue.3 , pp. 718-728
    • Chang, H.1    Ng, M.K.2    Zeng, T.3
  • 24
    • 0029481726 scopus 로고
    • Improved image decompression for reduced transform coding artifacts
    • Dec.
    • T. P. O'Rourke and R. L. Stevenson, "Improved image decompression for reduced transform coding artifacts, " IEEE Trans. Circuits Syst. Video Technol., vol. 5, no. 6, pp. 490-499, Dec. 1995.
    • (1995) IEEE Trans. Circuits Syst. Video Technol , vol.5 , Issue.6 , pp. 490-499
    • O'Rourke, T.P.1    Stevenson, R.L.2
  • 25
    • 0032663656 scopus 로고    scopus 로고
    • Reduction of blocking artifacts in image and video coding
    • Apr.
    • T. Meier, K. N. Ngan, and G. Crebbin, "Reduction of blocking artifacts in image and video coding, " IEEE Trans. Circuits Syst. Video Technol., vol. 9, no. 3, pp. 490-500, Apr. 1999.
    • (1999) IEEE Trans. Circuits Syst. Video Technol , vol.9 , Issue.3 , pp. 490-500
    • Meier, T.1    Ngan, K.N.2    Crebbin, G.3
  • 26
    • 36348994477 scopus 로고    scopus 로고
    • Postprocessing of low bit-rate block DCT coded images based on a fields of experts prior
    • Nov.
    • D. Sun and W.-K. Cham, "Postprocessing of low bit-rate block DCT coded images based on a fields of experts prior, " IEEE Trans. Image Process., vol. 16, no. 11, pp. 2743-2751, Nov. 2007.
    • (2007) IEEE Trans. Image Process , vol.16 , Issue.11 , pp. 2743-2751
    • Sun, D.1    Cham, W.-K.2
  • 27
    • 84868117887 scopus 로고    scopus 로고
    • Reducing blocking artifacts in compressed images via transform-domain non-local coefficients estimation
    • Jul.
    • X. Zhang, R. Xiong, S. Ma, and W. Gao, "Reducing blocking artifacts in compressed images via transform-domain non-local coefficients estimation, " in Proc. IEEE Int. Conf. Multimedia Expo, Jul. 2012, pp. 836-841.
    • (2012) Proc. IEEE Int. Conf. Multimedia Expo , pp. 836-841
    • Zhang, X.1    Xiong, R.2    Ma, S.3    Gao, W.4
  • 28
    • 84884884845 scopus 로고    scopus 로고
    • Compression artifact reduction by overlapped-block transform coefficient estimation with block similarity
    • Dec.
    • X. Zhang, R. Xiong, X. Fan, S. Ma, and W. Gao, "Compression artifact reduction by overlapped-block transform coefficient estimation with block similarity, " IEEE Trans. Image Process., vol. 22, no. 12, pp. 4613-4626, Dec. 2013.
    • (2013) IEEE Trans. Image Process , vol.22 , Issue.12 , pp. 4613-4626
    • Zhang, X.1    Xiong, R.2    Fan, X.3    Ma, S.4    Gao, W.5
  • 31
    • 84868144718 scopus 로고    scopus 로고
    • Exploiting image local and nonlocal consistency for mixed Gaussian-impulse noise removal
    • Jul.
    • J. Zhang, R. Xiong, C. Zhao, S. Ma, and D. Zhao, "Exploiting image local and nonlocal consistency for mixed Gaussian-impulse noise removal, " in Proc. IEEE Int. Conf. Multimedia Expo, Jul. 2012, pp. 592-597.
    • (2012) Proc. IEEE Int. Conf. Multimedia Expo , pp. 592-597
    • Zhang, J.1    Xiong, R.2    Zhao, C.3    Ma, S.4    Zhao, D.5
  • 33
    • 85084935975 scopus 로고    scopus 로고
    • Image blocking artifacts reduction via patch clustering and low-rank minimization
    • Mar.
    • J. Ren, J. Liu, M. Li, W. Bai, and Z. Guo, "Image blocking artifacts reduction via patch clustering and low-rank minimization, " in Proc. IEEE Data Compress. Conf. (DCC), Mar. 2013, p. 516.
    • (2013) Proc. IEEE Data Compress. Conf. (DCC) , pp. 516
    • Ren, J.1    Liu, J.2    Li, M.3    Bai, W.4    Guo, Z.5
  • 34
    • 84925459059 scopus 로고    scopus 로고
    • Patch-based image deblocking using geodesic distance weighted low-rank approximation
    • Dec.
    • M. Li, J. Liu, J. Ren, and Z. Guo, "Patch-based image deblocking using geodesic distance weighted low-rank approximation, " in Proc. IEEE Int. Conf. Vis. Commun. Image Process., Dec. 2014, pp. 101-104.
    • (2014) Proc. IEEE Int. Conf. Vis. Commun. Image Process. , pp. 101-104
    • Li, M.1    Liu, J.2    Ren, J.3    Guo, Z.4
  • 35
    • 84872300081 scopus 로고    scopus 로고
    • Nonlocal image restoration with bilateral variance estimation: A low-rank approach
    • Feb.
    • W. Dong, G. Shi, and X. Li, "Nonlocal image restoration with bilateral variance estimation: A low-rank approach, " IEEE Trans. Image Process., vol. 22, no. 2, pp. 700-711, Feb. 2013.
    • (2013) IEEE Trans. Image Process , vol.22 , Issue.2 , pp. 700-711
    • Dong, W.1    Shi, G.2    Li, X.3
  • 36
    • 84862748797 scopus 로고    scopus 로고
    • Robust video restoration by joint sparse and low rank matrix approximation
    • H. Ji, S. Huang, Z. Shen, and Y. Xu, "Robust video restoration by joint sparse and low rank matrix approximation, " SIAM J. Imag. Sci., vol. 4, no. 4, pp. 1122-1142, 2011.
    • (2011) SIAM J. Imag. Sci , vol.4 , Issue.4 , pp. 1122-1142
    • Ji, H.1    Huang, S.2    Shen, Z.3    Xu, Y.4
  • 38
    • 79960675858 scopus 로고    scopus 로고
    • Robust principal component analysis?
    • May
    • E. J. Candes, X. Li, Y. Ma, and J. Wright, "Robust principal component analysis?" J. ACM, vol. 58, no. 3, pp. 11: 1-11: 37, May 2011.
    • (2011) J. ACM , vol.58 , Issue.3 , pp. 111-1137
    • Candes, E.J.1    Li, X.2    Ma, Y.3    Wright, J.4
  • 39
    • 77951291046 scopus 로고    scopus 로고
    • A singular value thresholding algorithm for matrix completion
    • J.-F. Cai, E. J. Candès, and Z. Shen, "A singular value thresholding algorithm for matrix completion, " SIAM J. Optim., vol. 20, no. 4, pp. 1956-1982, 2010.
    • (2010) SIAM J. Optim , vol.20 , Issue.4 , pp. 1956-1982
    • Cai, J.-F.1    Candès, E.J.2    Shen, Z.3
  • 40
    • 1242330875 scopus 로고    scopus 로고
    • Super-resolution reconstruction of compressed video using transform-domain statistics
    • Jan.
    • B. K. Gunturk, Y. Altunbasak, and R. M. Mersereau, "Super-resolution reconstruction of compressed video using transform-domain statistics, " IEEE Trans. Image Process., vol. 13, no. 1, pp. 33-43, Jan. 2004.
    • (2004) IEEE Trans. Image Process , vol.13 , Issue.1 , pp. 33-43
    • Gunturk, B.K.1    Altunbasak, Y.2    Mersereau, R.M.3
  • 42
    • 84902131051 scopus 로고    scopus 로고
    • Image restoration using joint statistical modeling in a space-transform domain
    • Jun.
    • J. Zhang, D. Zhao, R. Xiong, S. Ma, and W. Gao, "Image restoration using joint statistical modeling in a space-transform domain, " IEEE Trans. Circuits Syst. Video Technol., vol. 24, no. 6, pp. 915-928, Jun. 2014.
    • (2014) IEEE Trans. Circuits Syst. Video Technol , vol.24 , Issue.6 , pp. 915-928
    • Zhang, J.1    Zhao, D.2    Xiong, R.3    Ma, S.4    Gao, W.5
  • 43
    • 84904285443 scopus 로고    scopus 로고
    • Group-based sparse representation for image restoration
    • Aug.
    • J. Zhang, D. Zhao, and W. Gao, "Group-based sparse representation for image restoration, " IEEE Trans. Image Process., vol. 23, no. 8, pp. 3336-3351, Aug. 2014.
    • (2014) IEEE Trans. Image Process , vol.23 , Issue.8 , pp. 3336-3351
    • Zhang, J.1    Zhao, D.2    Gao, W.3
  • 45
    • 84890351391 scopus 로고    scopus 로고
    • Reduced rank regression via adaptive nuclear norm penalization
    • K. Chen, H. Dong, and K.-S. Chan, "Reduced rank regression via adaptive nuclear norm penalization, " Biometrika, vol. 100, no. 4, pp. 901-920, 2012.
    • (2012) Biometrika , vol.100 , Issue.4 , pp. 901-920
    • Chen, K.1    Dong, H.2    Chan, K.-S.3
  • 46
    • 34547760736 scopus 로고    scopus 로고
    • Image denoising by sparse 3-D transform-domain collaborative filtering
    • Aug.
    • K. Dabov, A. Foi, V. Katkovnik, and K. Egiazarian, "Image denoising by sparse 3-D transform-domain collaborative filtering, " IEEE Trans. Image Process., vol. 16, no. 8, pp. 2080-2095, Aug. 2007.
    • (2007) IEEE Trans. Image Process , vol.16 , Issue.8 , pp. 2080-2095
    • Dabov, K.1    Foi, A.2    Katkovnik, V.3    Egiazarian, K.4
  • 47
    • 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
  • 48
    • 79551528467 scopus 로고    scopus 로고
    • Quality assessment of deblocked images
    • Jan.
    • C. Yim and A. C. Bovik, "Quality assessment of deblocked images, " IEEE Trans. Image Process., vol. 20, no. 1, pp. 88-98, Jan. 2011.
    • (2011) IEEE Trans. Image Process , vol.20 , Issue.1 , pp. 88-98
    • Yim, C.1    Bovik, A.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.