메뉴 건너뛰기




Volumn , Issue , 2007, Pages 503-506

Optimal feature selection and automatic classification of abnormal masses in ultrasound liver images

Author keywords

Classification; Clustering; Feature extraction; Feature selection; Image analysis; Texture

Indexed keywords

BIOLOGICAL ORGANS; CLUSTERING ALGORITHMS; FEATURE EXTRACTION; IMAGE ANALYSIS; IMAGE CLASSIFICATION; TEXTURES; TUMORS;

EID: 34548168385     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSCN.2007.350789     Document Type: Conference Paper
Times cited : (32)

References (15)
  • 1
    • 0022358204 scopus 로고
    • Diagnostic Accuracy of computerized B-Scan texture analysis and conventional ultra-sonography in diffuse parenchymal and malignant liver disease
    • Reath U., Schlaps D. and Limberg B., "Diagnostic Accuracy of computerized B-Scan texture analysis and conventional ultra-sonography in diffuse parenchymal and malignant liver disease", Journal of Clinical Ultrasound, Vol. 13, pp. 87-89, 1985.
    • (1985) Journal of Clinical Ultrasound , vol.13 , pp. 87-89
    • Reath, U.1    Schlaps, D.2    Limberg, B.3
  • 2
    • 0037983974 scopus 로고    scopus 로고
    • Ultrasonic liver tissues Classification by Fractal Texture Vector based on M-Band Wavelet Transform
    • Lee W. and Yang-Chang Chen, "Ultrasonic liver tissues Classification by Fractal Texture Vector based on M-Band Wavelet Transform", IEEE Transaction on Medical Imaging, Vol.22, No.3, pp.382-392, 2003.
    • (2003) IEEE Transaction on Medical Imaging , vol.22 , Issue.3 , pp. 382-392
    • Lee, W.1    Chen, Y.2
  • 3
  • 6
    • 0030443396 scopus 로고    scopus 로고
    • Application of Artificial neural networks for the classification of liver lesions by image texture parameters
    • Sujana H., Swarnamani S. and Suresh S., "Application of Artificial neural networks for the classification of liver lesions by image texture parameters", Ultrasound Medical Biology, Vol.22, No. 9, pp. 1177-1181, 1996.
    • (1996) Ultrasound Medical Biology , vol.22 , Issue.9 , pp. 1177-1181
    • Sujana, H.1    Swarnamani, S.2    Suresh, S.3
  • 8
    • 34047136257 scopus 로고    scopus 로고
    • A method for texture classification of ultrasonic liver images based on Gabor Wavelet
    • hmadian A., Mustafa A., Abolhassami M.D., "A method for texture classification of ultrasonic liver images based on Gabor Wavelet", IEEE ICSP'04 Proc., 2004.
    • (2004) IEEE ICSP'04 Proc
    • hmadian, A.1    Mustafa, A.2    Abolhassami, M.D.3
  • 10
    • 1542271673 scopus 로고    scopus 로고
    • Gr .Mougiakakou , Valavanis.I , Nikita.K.S , Nikita.A , Kelekis.D , Characterization of CT Liver Lesions Based on Texture Features and a Multiple Neural Network Classification Scheme, Proc. IEEE EMBC, pp 1287-1290,2003.
    • Gr .Mougiakakou , Valavanis.I , Nikita.K.S , Nikita.A , Kelekis.D , "Characterization of CT Liver Lesions Based on Texture Features and a Multiple Neural Network Classification Scheme", Proc. IEEE EMBC, pp 1287-1290,2003.
  • 11
    • 34047124258 scopus 로고    scopus 로고
    • oonguzhali.S and Ravindran.G,Performance evaluation of feature extraction methods for classifying liver abnormalities in ultrasound images using Neural network , Proc. of the 28th Annual International Conference of the IEEE EMBS, New York, pp 4791-4794, 2006.
    • oonguzhali.S and Ravindran.G,"Performance evaluation of feature extraction methods for classifying liver abnormalities in ultrasound images using Neural network ", Proc. of the 28th Annual International Conference of the IEEE EMBS, New York, pp 4791-4794, 2006.
  • 12
    • 0345080725 scopus 로고
    • A quantification of textures on aerial photographs
    • Boston University, Boston, Tech Note 121
    • Kaizer H., "A quantification of textures on aerial photographs', Boston University Research Laboratories, Boston University, Boston, Tech Note 121, 1995.
    • (1995) Boston University Research Laboratories
    • Kaizer, H.1
  • 13
    • 0018466704 scopus 로고
    • Statistical and Structural approaches to texture
    • Haralick R.M., "Statistical and Structural approaches to texture", Proc. IEEE Vol.67, pp.610-621, 1979.
    • (1979) Proc. IEEE , vol.67 , pp. 610-621
    • Haralick, R.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.