메뉴 건너뛰기




Volumn , Issue , 2009, Pages 138-141

Support vector machine based method for identifying hard exudates in retinal images

Author keywords

Feature extraction; Hard exudates; Support vector machine (SVM)

Indexed keywords

CLASSIFICATION ACCURACY; DIABETIC RETINOPATHY; EARLY DETECTION; FEATURE COMBINATION; GAUSSIAN RADIAL BASIS FUNCTIONS; GRAY LEVEL CO-OCCURRENCE MATRIX; HARD EXUDATES; NOVEL METHODS; RETINAL IMAGE; SAMPLE DATASET; STATIONARY WAVELET TRANSFORMS; SUPPORT VECTOR MACHINE (SVM);

EID: 77950871217     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/YCICT.2009.5382409     Document Type: Conference Paper
Times cited : (31)

References (9)
  • 1
    • 34948883369 scopus 로고    scopus 로고
    • Identification of different stages of diabetic retinopathy using retinal optical images
    • Wong Li Yun, U. R. Acharya, and Y. V. Venkatesh, "Identification of different stages of diabetic retinopathy using retinal optical images," Journal, Inf. Sci., vol.178, pp.106-121, 2008.
    • (2008) Journal, Inf. Sci. , vol.178 , pp. 106-121
    • Yun, W.L.1    Acharya, U.R.2    Venkatesh, Y.V.3
  • 2
    • 35248820270 scopus 로고    scopus 로고
    • CAD scheme to detect hemorrhages and exudates in ocular fundus images
    • Yuji Hatanaka, Toshiaki Nakagawa, and Yoshinori Hayashi, "CAD scheme to detect hemorrhages and exudates in ocular fundus images," Journa, Proc. SPIE., vol.6514, pp.65142M 1-8,2007.
    • (2007) Journa, Proc. SPIE. , vol.6514
    • Hatanaka, Y.1    Nakagawa, T.2    Hayashi, Y.3
  • 3
    • 35548936172 scopus 로고    scopus 로고
    • Automatic detection of microaneurysms in color fundus imagews
    • Thomas Walter, Pascale Massin, and Ali Erginay, "Automatic detection of microaneurysms in color fundus imagews," Journal, Med Image Anal., vol.11, pp.555-566, 2007.
    • (2007) Journal, Med Image Anal. , vol.11 , pp. 555-566
    • Walter, T.1    Massin, P.2    Erginay, A.3
  • 4
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: The wavelet representation
    • Mallat S. "A theory for multiresolution signal decomposition: The wavelet representation," Journal, IEEE Trans. Pattern Analysis and Machine Intelligence, vol.11, no.7, pp. 674-693, 1989.
    • (1989) Journal, IEEE Trans. Pattern Analysis and Machine Intelligence , vol.11 , Issue.7 , pp. 674-693
    • Mallat, S.1
  • 5
    • 34447303296 scopus 로고    scopus 로고
    • Multi-resolution system for artifacf removal and edge enhancement in computerized tomography images
    • S. Arivazhagan, and S. Deivalakshmi,K.Kannan, "Multi-resolution system for artifacf removal and edge enhancement in computerized tomography images," Journal, Pattern Recognition Letters vol. 28, pp.1769-1780, 2007
    • (2007) Journal, Pattern Recognition Letters , vol.28 , pp. 1769-1780
    • Arivazhagan, S.1    Deivalakshmi, S.2    Kannan, K.3
  • 6
    • 40449083849 scopus 로고    scopus 로고
    • Support vector machines based computer-aided diagnosis system of breast tumor with ultrasound images (in Chinese)
    • Li Xiaofeng, and Shen Yi. "Support vector machines based computer-aided diagnosis system of breast tumor with ultrasound images (in Chinese)," Journal, J. Optoelectronic. Laser. vol.19, no.1, pp.610-614, 2008.
    • (2008) Journal, J. Optoelectronic. Laser. , vol.19 , Issue.1 , pp. 610-614
    • Xiaofeng, L.1    Yi, S.2
  • 7
    • 34247582309 scopus 로고    scopus 로고
    • Increasing the discrimination power of the co-occurrence matrix-based features
    • A.Gelzinis, A. Verikas, and M. Bacauskiene. "Increasing the discrimination power of the co-occurrence matrix-based features," Journal, Pattern Recognition. vol.40, pp.2367-2372, 2007.
    • (2007) Journal, Pattern Recognition. , vol.40 , pp. 2367-2372
    • Gelzinis, A.1    Verikas, A.2    Bacauskiene, M.3
  • 8
    • 34948844097 scopus 로고    scopus 로고
    • Retinal Blood Vessel Segmentation Using Line Operators and Support Vector Classification
    • Oct.
    • E. Ricci, and R. Perfetti. "Retinal Blood Vessel Segmentation Using Line Operators and Support Vector Classification," Journal, IEEE Trans.Medical imaging, vol.26, no.10, pp. 1357-1365, Oct. 2007.
    • (2007) Journal, IEEE Trans.Medical Imaging , vol.26 , Issue.10 , pp. 1357-1365
    • Ricci, E.1    Perfetti, R.2
  • 9
    • 60549117096 scopus 로고    scopus 로고
    • Multi-class support vector machine for classification of the ultrasonic images of supraspinatus
    • M.Huwi Horng "M ulti-class support vector machine for classification of the ultrasonic images of supraspinatus," Journal, Expert Syst. Appl., vo1.36, pp.8124-8133, 2009.
    • (2009) Journal, Expert Syst. Appl. , vol.36 , pp. 8124-8133
    • Horng, M.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.