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Volumn 6, Issue 4, 2011, Pages 370-378

Directional features for automatic tumor classification of mammogram images

Author keywords

classification; directional features; Gabor features; mammogram; noise; proximal support vector machines

Indexed keywords

CLASSIFICATION (OF INFORMATION); CLUSTERING ALGORITHMS; IMAGE SEGMENTATION; MAMMOGRAPHY; MEDICAL IMAGING; SUPPORT VECTOR MACHINES; TUMORS; X RAY RADIOGRAPHY; X RAY SCREENS;

EID: 80052440876     PISSN: 17468094     EISSN: 17468108     Source Type: Journal    
DOI: 10.1016/j.bspc.2010.10.003     Document Type: Article
Times cited : (100)

References (34)
  • 1
    • 0030129835 scopus 로고    scopus 로고
    • Wavelet Transforms for Detecting Microcalcifications in Mammograms
    • R.N. Strickland, and H. Hahn Wavelet Transforms for Detecting Microcalcifications in Mammograms" IEEE Trans. on Medical Imaging 15 1996 218 229
    • (1996) IEEE Trans. on Medical Imaging , vol.15 , pp. 218-229
    • Strickland, R.N.1    Hahn, H.2
  • 2
    • 77949455281 scopus 로고    scopus 로고
    • Data Mining and On-line Recognition of Mammographic Images Based on Haar Wavelets, Principal Component Analysis and Rough Sets Methods
    • R. Swiniarski, T. Luu, A. Swiniarska, and H. Tanto Data Mining and On-line Recognition of Mammographic Images Based on Haar Wavelets, Principal Component Analysis and Rough Sets Methods International SPIE Symposium Medical Imaging 2001 17 23
    • (2001) International SPIE Symposium Medical Imaging , pp. 17-23
    • Swiniarski, R.1    Luu, T.2    Swiniarska, A.3    Tanto, H.4
  • 6
    • 0037646051 scopus 로고    scopus 로고
    • Highly Regular Wavelets for the Detection of Clustered Microcalcifications in Mammograms
    • G. Lemaur, K. Drouiche, and J. DeConinck Highly Regular Wavelets for the Detection of Clustered Microcalcifications in Mammograms IEEE Trans. on Medical Imaging 22 2003 393 401
    • (2003) IEEE Trans. on Medical Imaging , vol.22 , pp. 393-401
    • Lemaur, G.1    Drouiche, K.2    Deconinck, J.3
  • 7
    • 0037375835 scopus 로고    scopus 로고
    • Analysis of Mammogram Classification Using a Wavelet Transform Decomposition
    • C.B.R. Ferreira, and D.L. Borges Analysis of Mammogram Classification Using a Wavelet Transform Decomposition Pattern Recognition Letters 24 2003 973 982
    • (2003) Pattern Recognition Letters , vol.24 , pp. 973-982
    • Ferreira, C.B.R.1    Borges, D.L.2
  • 8
    • 33745402022 scopus 로고    scopus 로고
    • An Evaluation of Wavelet Features Subsets for Mammogram Classification", Progress in Pattern Recognition
    • C.B.R. Ferreira, and D.L. Borges An Evaluation of Wavelet Features Subsets for Mammogram Classification", Progress in Pattern Recognition Image Analysis and Applications vol.3773 2005 620 630
    • (2005) Image Analysis and Applications , vol.3773 VOL. , pp. 620-630
    • Ferreira, C.B.R.1    Borges, D.L.2
  • 9
    • 19044383038 scopus 로고    scopus 로고
    • A Study on Several Machine-Learning Methods for Classification of Malignant and Benign Clustered Microcalcifications
    • L. Wei, Y. Yang, R.M. Nishikawa, and Y. Jiang A Study on Several Machine-Learning Methods for Classification of Malignant and Benign Clustered Microcalcifications IEEE Trans. on Medical Imaging 24 3 2005 371 380
    • (2005) IEEE Trans. on Medical Imaging , vol.24 , Issue.3 , pp. 371-380
    • Wei, L.1    Yang, Y.2    Nishikawa, R.M.3    Jiang, Y.4
  • 10
    • 70350340919 scopus 로고    scopus 로고
    • Breast Tissue Classification Using Statistical Feature Extraction of Mammograms
    • H.S. Sheshadri, and A. Kandaswamy Breast Tissue Classification Using Statistical Feature Extraction Of Mammograms Medical Imaging and Information Sciences 23 3 2006 105 107
    • (2006) Medical Imaging and Information Sciences , vol.23 , Issue.3 , pp. 105-107
    • Sheshadri, H.S.1    Kandaswamy, A.2
  • 11
    • 70449450126 scopus 로고    scopus 로고
    • Hybrid Mammogram Classification using Rough Set and Fuzzy Classifier
    • Article ID 680508, 12 pages
    • F. A. Amara and I. A. Qader, "Hybrid Mammogram Classification using Rough Set and Fuzzy Classifier", International Journal of Biomedical Imaging, Vol. 2009, Article ID 680508, 12 pages.
    • (2009) International Journal of Biomedical Imaging
    • Amara, F.A.1    Qader, I.A.2
  • 14
    • 0035287364 scopus 로고    scopus 로고
    • Radiographic digital image enhancement. Part II: Transform domain techniques
    • M. Analoui Radiographic digital image enhancement. Part II: transform domain techniques Dentomax. Radiol. 30 2001 65 77
    • (2001) Dentomax. Radiol. , vol.30 , pp. 65-77
    • Analoui, M.1
  • 17
    • 77957596092 scopus 로고    scopus 로고
    • Noise Reduction and Image Enhancement Algorithms for Low-Dose X-Ray Fluoroscopy
    • T. Aach, D. Kunz, R. Florent, and S. Makram-Ebeid Noise Reduction and Image Enhancement Algorithms for Low-Dose X-Ray Fluoroscopy Proc. BVM 1996 95 100
    • (1996) Proc. BVM , pp. 95-100
    • Aach, T.1    Kunz, D.2    Florent, R.3    Makram-Ebeid, S.4
  • 20
    • 34548064632 scopus 로고    scopus 로고
    • Quantum Noise Suppression in X-ray Images using Fuzzy 2-D Wiener Filter
    • A. Toprak Quantum Noise Suppression in X-ray Images using Fuzzy 2-D Wiener Filter Journal of Medical Systems 31 5 Oct 2007 351 355
    • (2007) Journal of Medical Systems , vol.31 , Issue.5 , pp. 351-355
    • Toprak, A.1
  • 24
    • 84858444410 scopus 로고    scopus 로고
    • Mammographic Image Analysis Society
    • Mammographic Image Analysis Society, http://www.wiau.man.ac.uk/services/ MIAS/MIASweb.html.
  • 26
    • 0023016186 scopus 로고
    • Texture Discrimination by Gabor functions
    • M.R. Turner Texture Discrimination by Gabor functions Biological Cybernetics vol.55 1986 71 82
    • (1986) Biological Cybernetics , vol.55 VOL. , pp. 71-82
    • Turner, M.R.1
  • 28
    • 34250168323 scopus 로고    scopus 로고
    • Rotation-invariant and Scale-invariant Gabor Features for Texture Image Retrieval
    • J. Han, and K.-K. Ma Rotation-invariant and Scale-invariant Gabor Features for Texture Image Retrieval Image and Vision Computing 25 9 2007 1474 1481
    • (2007) Image and Vision Computing , vol.25 , Issue.9 , pp. 1474-1481
    • Han, J.1    Ma, K.-K.2
  • 31
    • 32044457119 scopus 로고    scopus 로고
    • Approaches for Automated Detection and Classification of Masses in Mammograms
    • H.D. Cheng, X.J. Shi, R. Min, L.M.L.M. Hu, X.P. Cai, and H.N. Du Approaches for Automated Detection and Classification of Masses in Mammograms" Pattern Recognition 39 4 2006 646 668
    • (2006) Pattern Recognition , vol.39 , Issue.4 , pp. 646-668
    • Cheng, H.D.1    Shi, X.J.2    Min, R.3    Hu, L.M.L.M.4    Cai, X.P.5    Du, H.N.6
  • 33
    • 71249094411 scopus 로고    scopus 로고
    • Classification of benign and malignant patterns in digital mammograms for the diagnosis of breast cancer
    • B. Verma, P. McLeod, and A. Klevansy Classification of benign and malignant patterns in digital mammograms for the diagnosis of breast cancer Expert Systems with Applications 37 4 2010 3344 3351
    • (2010) Expert Systems with Applications , vol.37 , Issue.4 , pp. 3344-3351
    • Verma, B.1    McLeod, P.2    Klevansy, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.