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Volumn 21, Issue 4, 2012, Pages 695-703

Decision-based filter based on SVM and evidence theory for image noise removal

Author keywords

Evidence theory; Image restoration; Impulsive noise; Least mean square; Support vector machine

Indexed keywords

CORRUPTED IMAGES; DECISION BASED FILTER; DEMPSTER SHAFER EVIDENCE THEORY; DETAIL PRESERVATION; EVIDENCE THEORIES; FEATURE VECTORS; FILTER-BASED; FILTERING TECHNIQUE; IMAGE NOISE; IMPULSE DETECTOR; INPUT DATAS; LEAST MEAN SQUARES; NOISE SUPPRESSION; OPTIMAL WEIGHT; SCALAR QUANTIZATION;

EID: 84861191858     PISSN: 09410643     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00521-011-0648-9     Document Type: Article
Times cited : (23)

References (32)
  • 3
    • 0346399882 scopus 로고    scopus 로고
    • Adaptive two-pass median filter based on support vector machines for image restoration
    • Lin T-C, Yu P-T (2004) Adaptive two-pass median filter based on support vector machines for image restoration. Neural Comput 16: 333-354.
    • (2004) Neural Comput , vol.16 , pp. 333-354
    • Lin, T.-C.1    Yu, P.-T.2
  • 4
    • 77249128453 scopus 로고    scopus 로고
    • An improved adaptive impulsive noise suppression scheme for digital images
    • Sa PK, Majhi B (2010) An improved adaptive impulsive noise suppression scheme for digital images. Int J Electron Commun 64: 322-328.
    • (2010) Int J Electron Commun , vol.64 , pp. 322-328
    • Sa, P.K.1    Majhi, B.2
  • 5
    • 0029753840 scopus 로고    scopus 로고
    • Median filters based on fuzzy rules and its application to image restoration
    • Arakawa K (1996) Median filters based on fuzzy rules and its application to image restoration. Fuzzy Sets Syst 77: 3-13.
    • (1996) Fuzzy Sets Syst , vol.77 , pp. 3-13
    • Arakawa, K.1
  • 6
    • 70449523453 scopus 로고    scopus 로고
    • Some improvements for image filtering using peer group techniques
    • Camarena J-G, Gregori V, Morillas S, Sapena A (2010) Some improvements for image filtering using peer group techniques. Image Vis Comput 28: 188-201.
    • (2010) Image Vis Comput , vol.28 , pp. 188-201
    • Camarena, J.-G.1    Gregori, V.2    Morillas, S.3    Sapena, A.4
  • 7
  • 9
    • 0035369693 scopus 로고    scopus 로고
    • Application of partition-based median type filters for suppressing noise in images
    • Chen T, Wu HR (2001) Application of partition-based median type filters for suppressing noise in images. IEEE Trans Image Process 10: 829-836.
    • (2001) IEEE Trans Image Process , vol.10 , pp. 829-836
    • Chen, T.1    Wu, H.R.2
  • 10
    • 4344708952 scopus 로고    scopus 로고
    • Partition fuzzy median filter based on fuzzy rules for image restoration
    • Lin T-C, Yu P-T (2004) Partition fuzzy median filter based on fuzzy rules for image restoration. Fuzzy Sets Syst 147: 75-97.
    • (2004) Fuzzy Sets Syst , vol.147 , pp. 75-97
    • Lin, T.-C.1    Yu, P.-T.2
  • 11
    • 33646495704 scopus 로고    scopus 로고
    • Thresholding noise-free ordered mean filter based on Dempster-Shafer theory for image restoration
    • Lin T-C, Yu P-T (2006) Thresholding noise-free ordered mean filter based on Dempster-Shafer theory for image restoration. IEEE Trans Circuits Syst I Regul Pap 53: 1057-1064.
    • (2006) IEEE Trans Circuits Syst I Regul Pap , vol.53 , pp. 1057-1064
    • Lin, T.-C.1    Yu, P.-T.2
  • 12
    • 33751217714 scopus 로고    scopus 로고
    • A new adaptive center weighted median filter for suppressing noise in images
    • Lin T-C (2007) A new adaptive center weighted median filter for suppressing noise in images. Inf Sci 177: 1073-1087.
    • (2007) Inf Sci , vol.177 , pp. 1073-1087
    • Lin, T.-C.1
  • 13
    • 34548032583 scopus 로고    scopus 로고
    • Partition belief median filter based on Dempster-Shafer theory in image processing
    • Lin T-C (2008) Partition belief median filter based on Dempster-Shafer theory in image processing. Pattern Recognit 41: 139-151.
    • (2008) Pattern Recognit , vol.41 , pp. 139-151
    • Lin, T.-C.1
  • 15
    • 24944442066 scopus 로고    scopus 로고
    • Fast detection and impulsive noise removal in color images
    • Smolka B, Chydzinski A (2005) Fast detection and impulsive noise removal in color images. Real Time Imaging 11: 389-402.
    • (2005) Real Time Imaging , vol.11 , pp. 389-402
    • Smolka, B.1    Chydzinski, A.2
  • 16
    • 0028416490 scopus 로고
    • Detail-preserving median based filters in image processing
    • Sun T, Neuvo Y (1994) Detail-preserving median based filters in image processing. Pattern Recognit Lett 15: 341-347.
    • (1994) Pattern Recognit Lett , vol.15 , pp. 341-347
    • Sun, T.1    Neuvo, Y.2
  • 17
    • 0026222410 scopus 로고
    • Center weighted median filters and their applications to image enhancement
    • Ko SJ, Lee YH (1991) Center weighted median filters and their applications to image enhancement. IEEE Trans Circuits Syst 38: 984-993.
    • (1991) IEEE Trans Circuits Syst , vol.38 , pp. 984-993
    • Ko, S.J.1    Lee, Y.H.2
  • 19
    • 0030393636 scopus 로고    scopus 로고
    • Adaptive LMS L-filters for noise suppression in images
    • Kotropoulos C, Pitas I (1996) Adaptive LMS L-filters for noise suppression in images. IEEE Trans Image Process 5: 1596-1609.
    • (1996) IEEE Trans Image Process , vol.5 , pp. 1596-1609
    • Kotropoulos, C.1    Pitas, I.2
  • 20
    • 0035336976 scopus 로고    scopus 로고
    • Convergence behavior of the LMS algorithm in subband adaptive filtering
    • Ohno S, Sakai H (2001) Convergence behavior of the LMS algorithm in subband adaptive filtering. Signal Process 81: 1053-1059.
    • (2001) Signal Process , vol.81 , pp. 1053-1059
    • Ohno, S.1    Sakai, H.2
  • 22
    • 73149116437 scopus 로고    scopus 로고
    • Mass function derivation and combination in multivariate data spaces
    • Wang H, Liu J, Augusto JC (2010) Mass function derivation and combination in multivariate data spaces. Inf Sci 180: 813-819.
    • (2010) Inf Sci , vol.180 , pp. 813-819
    • Wang, H.1    Liu, J.2    Augusto, J.C.3
  • 26
    • 41649115835 scopus 로고    scopus 로고
    • Deriving evidence theoretical functions in multivariate data space
    • Wang H, McClean S (2008) Deriving evidence theoretical functions in multivariate data space. IEEE Trans Syst Man Cybern 38: 455-465.
    • (2008) IEEE Trans Syst Man Cybern , vol.38 , pp. 455-465
    • Wang, H.1    McClean, S.2
  • 29
    • 0038895405 scopus 로고    scopus 로고
    • Training nu-support vector regression: theory and algorithms
    • Chang C-C, Lin C-J (2002) Training nu-support vector regression: theory and algorithms. Neural Comput 14: 1959-1977.
    • (2002) Neural Comput , vol.14 , pp. 1959-1977
    • Chang, C.-C.1    Lin, C.-J.2
  • 30
    • 0036158552 scopus 로고    scopus 로고
    • A simple decomposition method for support vector machines
    • Hsu C-W, Lin C-J (2002) A simple decomposition method for support vector machines. Mach Learn 46: 291-314.
    • (2002) Mach Learn , vol.46 , pp. 291-314
    • Hsu, C.-W.1    Lin, C.-J.2
  • 31
    • 0036737295 scopus 로고    scopus 로고
    • A formal analysis of stopping criteria of decomposition methods for support vector machines
    • Lin C-J (2002) A formal analysis of stopping criteria of decomposition methods for support vector machines. IEEE Trans Neural Netw 13: 1045-1052.
    • (2002) IEEE Trans Neural Netw , vol.13 , pp. 1045-1052
    • Lin, C.-J.1
  • 32
    • 0742321291 scopus 로고    scopus 로고
    • A study on reduced support vector machines
    • Lin KM, Lin CJ (2003) A study on reduced support vector machines. IEEE Trans Neural Netw 14: 1449-1459.
    • (2003) IEEE Trans Neural Netw , vol.14 , pp. 1449-1459
    • Lin, K.M.1    Lin, C.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.