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Volumn 7, Issue 3, 2003, Pages 141-152

Computer-Aided Tumor Detection in Endoscopic Video Using Color Wavelet Features

Author keywords

Color texture; Computer aided colonoscopy; Image analysis; Medical imaging; Polyp detection; Wavelet features

Indexed keywords

COLOR TEXTURE; COMPUTER AIDED COLONOSCOPY; POLYP DETECTION; WAVELET FEATURES;

EID: 0142151168     PISSN: 10897771     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITB.2003.813794     Document Type: Article
Times cited : (442)

References (80)
  • 3
    • 0025219584 scopus 로고
    • Flexible sigmoidoscopy plus air contrast barium enema versus colonoscopy for suspected lower gastrointestinal bleeding
    • D. Rex, R. Weddle, D. Pound, K. O'Connor, R. Hawes, R. Dittus, J. Lappas, and L. Lumeng, "Flexible sigmoidoscopy plus air contrast barium enema versus colonoscopy for suspected lower gastrointestinal bleeding," Gastroenterology, vol. 98, pp. 855-861, 1990.
    • (1990) Gastroenterology , vol.98 , pp. 855-861
    • Rex, D.1    Weddle, R.2    Pound, D.3    O'Connor, K.4    Hawes, R.5    Dittus, R.6    Lappas, J.7    Lumeng, L.8
  • 4
    • 0034181577 scopus 로고    scopus 로고
    • Pit pattern diagnosis of early colorectal carcinoma by magnifying colonoscopy: Clinical and histological implications
    • S. Nagata, S. Tanaka, K. Haruma, M. Yoshihara, K. Sumii, G. Kajiyama, and F. Shimamoto, "Pit pattern diagnosis of early colorectal carcinoma by magnifying colonoscopy: Clinical and histological implications," Int. J. Oncol., vol. 16, pp. 927-934, 2000.
    • (2000) Int. J. Oncol. , vol.16 , pp. 927-934
    • Nagata, S.1    Tanaka, S.2    Haruma, K.3    Yoshihara, M.4    Sumii, K.5    Kajiyama, G.6    Shimamoto, F.7
  • 5
    • 0033815824 scopus 로고    scopus 로고
    • Colonoscopic diagnosis and management of nonpolypoid early colorectal cancer
    • S. Kudo, H. Kashida, T. Tamura, E. Kogure, Y. Imai, H. Yamano, and A. R. Hart, "Colonoscopic diagnosis and management of nonpolypoid early colorectal cancer," World J. Surgery, vol. 24, pp. 1081-1090, 2000.
    • (2000) World J. Surgery , vol.24 , pp. 1081-1090
    • Kudo, S.1    Kashida, H.2    Tamura, T.3    Kogure, E.4    Imai, Y.5    Yamano, H.6    Hart, A.R.7
  • 7
    • 0030443396 scopus 로고    scopus 로고
    • Artificial neural networks for the classification of liver lesions by image texture parameters
    • Sept.
    • H. Sujana, S. Swarnamani, and S. Suresh, "Artificial neural networks for the classification of liver lesions by image texture parameters," VI-trasound Med. Biol., vol. 22, pp. 1177-1181, Sept. 1996.
    • (1996) VI-trasound Med. Biol. , vol.22 , pp. 1177-1181
    • Sujana, H.1    Swarnamani, S.2    Suresh, S.3
  • 10
    • 0026438641 scopus 로고
    • Brain tissue classification from MRI data by means of texture analysis
    • Newport Beach, CA
    • F. Lachmann and C. Barillot, "Brain tissue classification from MRI data by means of texture analysis," in Proc. Medical Imaging VI: Image Processing, vol. 1652. Newport Beach, CA, 1992, pp. 72-83.
    • (1992) Proc. Medical Imaging VI: Image Processing , vol.1652 , pp. 72-83
    • Lachmann, F.1    Barillot, C.2
  • 11
    • 0034310508 scopus 로고    scopus 로고
    • Texture analysis for classification of cervix lesions
    • Nov.
    • Q. Ji, J. Engel, and E. Crains, "Texture analysis for classification of cervix lesions," IEEE Trans. Med. Imag., vol. 19, pp. 1144-1149, Nov. 2000.
    • (2000) IEEE Trans. Med. Imag. , vol.19 , pp. 1144-1149
    • Ji, Q.1    Engel, J.2    Crains, E.3
  • 13
    • 0032148242 scopus 로고    scopus 로고
    • Microscopic image analysis for quantitative measurement and feature identification of normal and cancerous colonic mucosa
    • Mar.
    • A. N. Esgiar, R. N. G. Naguib, B. S. Sharif, M. K. Bennett, and A. Murray, "Microscopic image analysis for quantitative measurement and feature identification of normal and cancerous colonic mucosa," IEEE Trans. Inform. Technol. Biomed., vol. 2, pp. 197-203, Mar. 1998.
    • (1998) IEEE Trans. Inform. Technol. Biomed. , vol.2 , pp. 197-203
    • Esgiar, A.N.1    Naguib, R.N.G.2    Sharif, B.S.3    Bennett, M.K.4    Murray, A.5
  • 14
    • 0031880508 scopus 로고    scopus 로고
    • Automated feature extraction and identification of colon carcinoma
    • _, "Automated feature extraction and identification of colon carcinoma," Anal. Quant. Cytology Histology, vol. 20, pp. 297-301, 1998.
    • (1998) Anal. Quant. Cytology Histology , vol.20 , pp. 297-301
  • 15
    • 1142285328 scopus 로고    scopus 로고
    • Unsupervised texture segmentation using multiresolution analysis for feature extraction
    • Jan.
    • K. W. Abyoto, S. J. Wirdjosoedirdjo, and T. Watanabe, "Unsupervised texture segmentation using multiresolution analysis for feature extraction," J. Tokyo Univ. Inform. Sci., vol. 2, pp. 49-61, Jan. 1998.
    • (1998) J. Tokyo Univ. Inform. Sci. , vol.2 , pp. 49-61
    • Abyoto, K.W.1    Wirdjosoedirdjo, S.J.2    Watanabe, T.3
  • 16
    • 0032643166 scopus 로고    scopus 로고
    • Statistical texture characterization from discrete wavelet representations
    • Apr.
    • G. Van de Wouwer, P. Scheunders, and D. Van Dyck, "Statistical texture characterization from discrete wavelet representations," IEEE Trans. Image Processing, vol. 8, pp. 592-598, Apr. 1999.
    • (1999) IEEE Trans. Image Processing , vol.8 , pp. 592-598
    • Van de Wouwer, G.1    Scheunders, P.2    Van Dyck, D.3
  • 18
    • 0025312728 scopus 로고
    • A genetic model for colorectal tumorigenesis
    • E. R. Fearon and B. Volgelstein, "A genetic model for colorectal tumorigenesis," Cell, vol. 61, pp. 759-767, 1990.
    • (1990) Cell , vol.61 , pp. 759-767
    • Fearon, E.R.1    Volgelstein, B.2
  • 19
    • 0023748414 scopus 로고    scopus 로고
    • Genetic alterations during colorectal-tumor development
    • B. Volgelstein, E. R. Fearon, and S. Hamilton, "Genetic alterations during colorectal-tumor development," N. Eng. J. Med., vol. 319, pp. 525-532, 1998.
    • (1998) N. Eng. J. Med. , vol.319 , pp. 525-532
    • Volgelstein, B.1    Fearon, E.R.2    Hamilton, S.3
  • 20
    • 0019962362 scopus 로고
    • Polyps and cancer of the large bowel: A necroscopy study in Liverpool
    • A. R. Williams, B. A. W. Balasooriya, and D. W. Day, "Polyps and cancer of the large bowel: A necroscopy study in Liverpool," GUT, vol. 23, pp. 835-842, 1982.
    • (1982) GUT , vol.23 , pp. 835-842
    • Williams, A.R.1    Balasooriya, B.A.W.2    Day, D.W.3
  • 21
    • 0033894597 scopus 로고    scopus 로고
    • CT colonography: The next colon screening examination
    • C. D. Johnson and A. H. Dachman, "CT colonography: The next colon screening examination," Radiology, vol. 216, pp. 331-341, 2000.
    • (2000) Radiology , vol.216 , pp. 331-341
    • Johnson, C.D.1    Dachman, A.H.2
  • 22
    • 0033865708 scopus 로고    scopus 로고
    • Magnetic resonance colonography and virtual magnetic resonance colonoscopy with the 1.0-T system: A feasibility study
    • Sept.
    • B. Saar, J. T. Heverhagen, T. Obst, L. D. Berthold, I. Kopp, K. J. Klose, and H. Wagner, "Magnetic resonance colonography and virtual magnetic resonance colonoscopy with the 1.0-T system: A feasibility study," Invest. Radiol., vol. 35, pp. 521-526, Sept. 2000.
    • (2000) Invest. Radiol. , vol.35 , pp. 521-526
    • Saar, B.1    Heverhagen, J.T.2    Obst, T.3    Berthold, L.D.4    Kopp, I.5    Klose, K.J.6    Wagner, H.7
  • 23
    • 1142285329 scopus 로고    scopus 로고
    • June. [Online]
    • Virtual Colonoscopy, M. Macari. (2002, June). [Online]. Available: www.nysge.org/Postgrad_1999/Macari.htm
    • (2002) Virtual Colonoscopy
    • Macari, M.1
  • 26
    • 0000054972 scopus 로고    scopus 로고
    • Detection of colonie polyps in CT colonography based on geometric features
    • Nov.
    • H. Yoshida, Y. Masutani, P. M. MacEneaney, K. Doi, Y. Kim, and A. H. Dachman, "Detection of colonie polyps in CT colonography based on geometric features," Radiology, vol. 217, pp. 582-582, Nov. 2000.
    • (2000) Radiology , vol.217 , pp. 582-582
    • Yoshida, H.1    Masutani, Y.2    MacEneaney, P.M.3    Doi, K.4    Kim, Y.5    Dachman, A.H.6
  • 27
    • 0036129342 scopus 로고    scopus 로고
    • Automated detection of polyps with CT colonography: Evaluation of volumetric features for reduction of false positive findings
    • J. Nappi and H. Yoshida, "Automated detection of polyps with CT colonography: Evaluation of volumetric features for reduction of false positive findings," Acad. Radiol., vol. 9, no. 4, pp. 386-397, 2002.
    • (2002) Acad. Radiol. , vol.9 , Issue.4 , pp. 386-397
    • Nappi, J.1    Yoshida, H.2
  • 28
    • 0018466704 scopus 로고
    • Statistical and structural approaches to texture
    • R. M. Haralick, "Statistical and structural approaches to texture," Proc. IEEE, vol. 67, pp. 786-804, 1979.
    • (1979) Proc. IEEE , vol.67 , pp. 786-804
    • Haralick, R.M.1
  • 31
    • 0027578981 scopus 로고
    • On the classification of image regions by color texture and shape
    • Apr.
    • T. Caelli and D. Reye, "On the classification of image regions by color texture and shape," Pattern Recog., vol. 26, pp. 461-470, Apr. 1993.
    • (1993) Pattern Recog. , vol.26 , pp. 461-470
    • Caelli, T.1    Reye, D.2
  • 32
    • 0028193828 scopus 로고
    • Representing the color aspects of texture images
    • J. Scharcanski, J. H. Hovis, and H. C. Shen, "Representing the color aspects of texture images," Pattern Recog. Lett., vol. 15, pp. 191-197, 1994.
    • (1994) Pattern Recog. Lett. , vol.15 , pp. 191-197
    • Scharcanski, J.1    Hovis, J.H.2    Shen, H.C.3
  • 34
    • 0034247539 scopus 로고    scopus 로고
    • Fast color texture recognition using chromaticity moments
    • G. Paschos, "Fast color texture recognition using chromaticity moments," Pattern Recog. Lett., vol. 21, pp. 847-841, 2000.
    • (2000) Pattern Recog. Lett. , vol.21 , pp. 847-841
    • Paschos, G.1
  • 37
    • 0033097039 scopus 로고    scopus 로고
    • Segmentation of monochrome and color textures using moving average modeling approach
    • K. B. Eom, "Segmentation of monochrome and color textures using moving average modeling approach," Image Vision Comput., vol. 17, pp. 233-244, 1999.
    • (1999) Image Vision Comput. , vol.17 , pp. 233-244
    • Eom, K.B.1
  • 38
    • 0033728516 scopus 로고    scopus 로고
    • Color and texture fusion: Application to aerial image segmentation and GIS updating
    • M. P. Dubuisson-Jolly and A. Gupta, "Color and texture fusion: Application to aerial image segmentation and GIS updating," Image Vision Comput., vol. 18, pp. 823-832, 2000.
    • (2000) Image Vision Comput. , vol.18 , pp. 823-832
    • Dubuisson-Jolly, M.P.1    Gupta, A.2
  • 39
    • 0035425908 scopus 로고    scopus 로고
    • Experiments in color texture analysis
    • A. Drimbarean and P. F. Whelan, "Experiments in color texture analysis," Pattern Recognition Lett., vol. 22, pp. 1161-1167, 2001.
    • (2001) Pattern Recognition Lett. , vol.22 , pp. 1161-1167
    • Drimbarean, A.1    Whelan, P.F.2
  • 40
    • 0032089655 scopus 로고    scopus 로고
    • Chromatic correlation features for texture recognition
    • G. Paschos, "Chromatic correlation features for texture recognition," Pattern Recognition Lett., vol. 19, pp. 643-650, 1998.
    • (1998) Pattern Recognition Lett. , vol.19 , pp. 643-650
    • Paschos, G.1
  • 41
  • 42
    • 0034440581 scopus 로고    scopus 로고
    • Unsupervised color texture feature extraction and selection for soccer image segmentation
    • N. Vandenbroucke, L. Macaire, and J.-G. Postaire, "Unsupervised color texture feature extraction and selection for soccer image segmentation," Proc. IEEE Int. Conf. Image Processing, vol. 2, pp. 800-803, 2000.
    • (2000) Proc. IEEE Int. Conf. Image Processing , vol.2 , pp. 800-803
    • Vandenbroucke, N.1    Macaire, L.2    Postaire, J.-G.3
  • 43
    • 0002915034 scopus 로고
    • Ways of coloring: Comparative color vision as a case study for cognitive science
    • Jan.
    • E. Thompson, A. Palacios, and F. J. Varela, "Ways of coloring: Comparative color vision as a case study for cognitive science," Behavioral Brain Sci., vol. 15, pp. 1-74, Jan. 1992.
    • (1992) Behavioral Brain Sci. , vol.15 , pp. 1-74
    • Thompson, E.1    Palacios, A.2    Varela, F.J.3
  • 44
    • 0020513203 scopus 로고
    • Color coding in the cerebal cortex: The reaction of cells in monkey visual cortex to wavelengths and colors
    • S. Zeki, "Color coding in the cerebal cortex: The reaction of cells in monkey visual cortex to wavelengths and colors," Neuroscience, vol. 9, pp. 741-765, 1983.
    • (1983) Neuroscience , vol.9 , pp. 741-765
    • Zeki, S.1
  • 45
    • 0034310509 scopus 로고    scopus 로고
    • Regularized color clustering in medical image database
    • Nov.
    • C. H. Li, "Regularized color clustering in medical image database," IEEE Trans. Med. Imag., vol. 19, pp. 1150-1155, Nov. 2000.
    • (2000) IEEE Trans. Med. Imag. , vol.19 , pp. 1150-1155
    • Li, C.H.1
  • 48
    • 0033895101 scopus 로고    scopus 로고
    • PicToSeek: Combining color and shape invariant features for image retrieval
    • Jan.
    • T. Gevers and W. M. Smeulders, "PicToSeek: Combining color and shape invariant features for image retrieval," IEEE Trans. Image Processing, vol. 9, pp. 102-119, Jan. 2000.
    • (2000) IEEE Trans. Image Processing , vol.9 , pp. 102-119
    • Gevers, T.1    Smeulders, W.M.2
  • 49
    • 0028996862 scopus 로고
    • Toward moment-invariant automatic lip-reading and speech recognition
    • P. Duchnowski, M. Hunke, D. Busching, M. Meier, and A. Waibel, "Toward moment-invariant automatic lip-reading and speech recognition," in Proc. ICASSP, vol. 1, 1995, pp. 109-112.
    • (1995) Proc. ICASSP , vol.1 , pp. 109-112
    • Duchnowski, P.1    Hunke, M.2    Busching, D.3    Meier, M.4    Waibel, A.5
  • 53
    • 0035368851 scopus 로고    scopus 로고
    • Perceptually uniform color spaces for color texture analysis: An empirical evaluation
    • June
    • G. Paschos, "Perceptually uniform color spaces for color texture analysis: An empirical evaluation," IEEE Trans. Image Processing, vol. 10, pp. 932-937, June 2001.
    • (2001) IEEE Trans. Image Processing , vol.10 , pp. 932-937
    • Paschos, G.1
  • 60
    • 0034142578 scopus 로고    scopus 로고
    • A novel approach based on computerized image analysis for traditional Chinese medical diagnosis of the tongue
    • C. Chiu, "A novel approach based on computerized image analysis for traditional Chinese medical diagnosis of the tongue," Computer Methods and Programs in Biomedicine, vol. 61, pp. 77-89, 2000.
    • (2000) Computer Methods and Programs in Biomedicine , vol.61 , pp. 77-89
    • Chiu, C.1
  • 61
    • 0029409269 scopus 로고
    • Texture classification and segmentation using wavelet frames
    • M. Unser, "Texture classification and segmentation using wavelet frames," IEEE Trans. Image Processing, vol. 4, pp. 1549-1560, 1995.
    • (1995) IEEE Trans. Image Processing , vol.4 , pp. 1549-1560
    • Unser, M.1
  • 64
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: The wavelet representation
    • S. G. Mallat, "A theory for multiresolution signal decomposition: The wavelet representation," IEEE Trans. Pattern Anal. Machine Intell., vol. 11, pp. 674-693, 1989.
    • (1989) IEEE Trans. Pattern Anal. Machine Intell. , vol.11 , pp. 674-693
    • Mallat, S.G.1
  • 65
    • 0022498882 scopus 로고
    • Texton gradients: The texton theory revisited
    • B. Julesz, "Texton gradients: The texton theory revisited," Biol. Cybern., vol. 54, pp. 245-251, 1986.
    • (1986) Biol. Cybern. , vol.54 , pp. 245-251
    • Julesz, B.1
  • 67
    • 0033824429 scopus 로고    scopus 로고
    • Image recognition and neuronal networks: Intelligent systems for the improvement of imaging information
    • S. Karkanis, G. D. Magoulas, and N. Theofanous, "Image recognition and neuronal networks: Intelligent systems for the improvement of imaging information," Minimal Invasive Therapy and Allied Technologies, vol. 9, pp. 225-230, 2000.
    • (2000) Minimal Invasive Therapy and Allied Technologies , vol.9 , pp. 225-230
    • Karkanis, S.1    Magoulas, G.D.2    Theofanous, N.3
  • 68
    • 0035159672 scopus 로고    scopus 로고
    • Evaluation of textural feature extraction schemes for neural network-based interpretation of regions in medical images
    • S. A. Karkanis, G. D. Magoulas, D. K. Iakovidis, D. A. Karras, and D. E. Maroulis, "Evaluation of textural feature extraction schemes for neural network-based interpretation of regions in medical images," Proc. IEEE ICIP, pp. 281-284, 2001.
    • (2001) Proc. IEEE ICIP , pp. 281-284
    • Karkanis, S.A.1    Magoulas, G.D.2    Iakovidis, D.K.3    Karras, D.A.4    Maroulis, D.E.5
  • 69
    • 0035163965 scopus 로고    scopus 로고
    • Detection of lesions in endoscopic video using textural descriptors on wavelet domain supported by artificial neural network architectures
    • S. A. Karkanis, D. K. Iakovidis, D. A. Karras, and D. E. Maroulis, "Detection of lesions in endoscopic video using textural descriptors on wavelet domain supported by artificial neural network architectures," Proc. IEEE ICIP, pp. 833-836, 2001.
    • (2001) Proc. IEEE ICIP , pp. 833-836
    • Karkanis, S.A.1    Iakovidis, D.K.2    Karras, D.A.3    Maroulis, D.E.4
  • 73
    • 0023135260 scopus 로고
    • Test-retest reliability of a standardised psychiatric interview (DIS/CIDI)
    • G. Semler et al., "Test-retest reliability of a standardised psychiatric interview (DIS/CIDI)," European Archives of Psychiatry Neurology Science, vol. 236, pp. 214-222, 1987.
    • (1987) European Archives of Psychiatry Neurology Science , vol.236 , pp. 214-222
    • Semler, G.1
  • 74
    • 84888976640 scopus 로고    scopus 로고
    • Jan. [Online]
    • Performance Libraries (2002, Jan.). [Online]. Available: http://developer.intel.com/software/products/
    • (2002) Performance Libraries
  • 75
    • 0034333656 scopus 로고    scopus 로고
    • Model selection for a medical diagnostic decision support system: A breast cancer detection case
    • D. West and V. West, "Model selection for a medical diagnostic decision support system: A breast cancer detection case," Artificial Intelligence in Medicine, pp. 183-204, 2000.
    • (2000) Artificial Intelligence in Medicine , pp. 183-204
    • West, D.1    West, V.2
  • 76
    • 0001972236 scopus 로고    scopus 로고
    • Addressing the curse of imbalanced training sets: One-sided selection
    • M. Kubat and S. Matwin, "Addressing the curse of imbalanced training sets: One-sided selection," in Proc. 14th Int. Conf. Machine Learning, 1997, pp. 179-186.
    • (1997) Proc. 14th Int. Conf. Machine Learning , pp. 179-186
    • Kubat, M.1    Matwin, S.2
  • 77
    • 84996197026 scopus 로고    scopus 로고
    • Psychological science can improve diagnostic decisions
    • J. A. Swets, R. M. Dawes, and J. Monahan, "Psychological science can improve diagnostic decisions," Psych. Sci. Public Interest, vol. 1, pp. 1-26, 2000.
    • (2000) Psych. Sci. Public Interest , vol.1 , pp. 1-26
    • Swets, J.A.1    Dawes, R.M.2    Monahan, J.3
  • 78
    • 0036146454 scopus 로고    scopus 로고
    • The problem of bias in training data in regression problems in medical decision support
    • Jan.
    • B. Mac Namee, P. Cunningham, S. Byrne, and O. I. Corrigan, "The problem of bias in training data in regression problems in medical decision support," AI Med., vol. 24, Jan. 2002.
    • (2002) AI Med. , vol.24
    • Mac Namee, B.1    Cunningham, P.2    Byrne, S.3    Corrigan, O.I.4
  • 79
    • 1142273267 scopus 로고
    • Linear regression and correlation
    • Princeton, NJ: Van Nostrand
    • J. F. Kenney and E. S. Keeping, "Linear regression and correlation," in Mathematics of Statistics, 3rd ed. Princeton, NJ: Van Nostrand, 1962, pp. 252-285.
    • (1962) Mathematics of Statistics, 3rd Ed. , pp. 252-285
    • Kenney, J.F.1    Keeping, E.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.