Abstract

A retrieval scheme for liver computerize tomography (CT) images based on Gabor texture is presented. For each hepatic CT image, we manually delineate abnormal regions within liver area. Then, a continuous Gabor transform is utilized to analyze the texture of the pathology bearing region and extract the corresponding feature vectors. For a given sample image, we compare its feature vector with those of other images. Similar images with the highest rank are retrieved. In experiments, 45 liver CT images are collected, and the effectiveness of Gabor texture for content based retrieval is verified.

© 2005 Chinese Optics Letters

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  1. A. Pentland, R. W. Picard, and S. Sclaroff, Proc. SPIE 2185, 34 (1994).
  2. M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, B. Dom, M. Gorkani, J. Hafner, D. Lee, D. Petkovic, D. Steele, and P. Yanker, IEEE Computer 28, 23 (1995).
  3. C. Shyu, C. E. Brodley, A. C. Kak, A. Kosaka, A. M. Aisen, and L. S. Broderick, Computer Vision and Image Understanding 75, 111 (1999).
  4. M. Porat and Y. Y. Zeevi, IEEE Trans. Biomedical Engineering 36, 115 (1989).
  5. M. Porat and Y. Y. Zeevi, IEEE Trans. Pattern Analysis and Machine Intelligence 10, 452 (1988).

1999 (1)

C. Shyu, C. E. Brodley, A. C. Kak, A. Kosaka, A. M. Aisen, and L. S. Broderick, Computer Vision and Image Understanding 75, 111 (1999).

1995 (1)

M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, B. Dom, M. Gorkani, J. Hafner, D. Lee, D. Petkovic, D. Steele, and P. Yanker, IEEE Computer 28, 23 (1995).

1994 (1)

A. Pentland, R. W. Picard, and S. Sclaroff, Proc. SPIE 2185, 34 (1994).

1989 (1)

M. Porat and Y. Y. Zeevi, IEEE Trans. Biomedical Engineering 36, 115 (1989).

1988 (1)

M. Porat and Y. Y. Zeevi, IEEE Trans. Pattern Analysis and Machine Intelligence 10, 452 (1988).

Aisen, A. M.

C. Shyu, C. E. Brodley, A. C. Kak, A. Kosaka, A. M. Aisen, and L. S. Broderick, Computer Vision and Image Understanding 75, 111 (1999).

Ashley, J.

M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, B. Dom, M. Gorkani, J. Hafner, D. Lee, D. Petkovic, D. Steele, and P. Yanker, IEEE Computer 28, 23 (1995).

Broderick, L. S.

C. Shyu, C. E. Brodley, A. C. Kak, A. Kosaka, A. M. Aisen, and L. S. Broderick, Computer Vision and Image Understanding 75, 111 (1999).

Brodley, C. E.

C. Shyu, C. E. Brodley, A. C. Kak, A. Kosaka, A. M. Aisen, and L. S. Broderick, Computer Vision and Image Understanding 75, 111 (1999).

Dom, B.

M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, B. Dom, M. Gorkani, J. Hafner, D. Lee, D. Petkovic, D. Steele, and P. Yanker, IEEE Computer 28, 23 (1995).

Flickner, M.

M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, B. Dom, M. Gorkani, J. Hafner, D. Lee, D. Petkovic, D. Steele, and P. Yanker, IEEE Computer 28, 23 (1995).

Gorkani, M.

M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, B. Dom, M. Gorkani, J. Hafner, D. Lee, D. Petkovic, D. Steele, and P. Yanker, IEEE Computer 28, 23 (1995).

Hafner, J.

M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, B. Dom, M. Gorkani, J. Hafner, D. Lee, D. Petkovic, D. Steele, and P. Yanker, IEEE Computer 28, 23 (1995).

Huang, Q.

M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, B. Dom, M. Gorkani, J. Hafner, D. Lee, D. Petkovic, D. Steele, and P. Yanker, IEEE Computer 28, 23 (1995).

Kak, A. C.

C. Shyu, C. E. Brodley, A. C. Kak, A. Kosaka, A. M. Aisen, and L. S. Broderick, Computer Vision and Image Understanding 75, 111 (1999).

Kosaka, A.

C. Shyu, C. E. Brodley, A. C. Kak, A. Kosaka, A. M. Aisen, and L. S. Broderick, Computer Vision and Image Understanding 75, 111 (1999).

Lee, D.

M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, B. Dom, M. Gorkani, J. Hafner, D. Lee, D. Petkovic, D. Steele, and P. Yanker, IEEE Computer 28, 23 (1995).

Niblack, W.

M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, B. Dom, M. Gorkani, J. Hafner, D. Lee, D. Petkovic, D. Steele, and P. Yanker, IEEE Computer 28, 23 (1995).

Pentland, A.

A. Pentland, R. W. Picard, and S. Sclaroff, Proc. SPIE 2185, 34 (1994).

Petkovic, D.

M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, B. Dom, M. Gorkani, J. Hafner, D. Lee, D. Petkovic, D. Steele, and P. Yanker, IEEE Computer 28, 23 (1995).

Picard, R. W.

A. Pentland, R. W. Picard, and S. Sclaroff, Proc. SPIE 2185, 34 (1994).

Porat, M.

M. Porat and Y. Y. Zeevi, IEEE Trans. Biomedical Engineering 36, 115 (1989).

M. Porat and Y. Y. Zeevi, IEEE Trans. Pattern Analysis and Machine Intelligence 10, 452 (1988).

Sawhney, H.

M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, B. Dom, M. Gorkani, J. Hafner, D. Lee, D. Petkovic, D. Steele, and P. Yanker, IEEE Computer 28, 23 (1995).

Sclaroff, S.

A. Pentland, R. W. Picard, and S. Sclaroff, Proc. SPIE 2185, 34 (1994).

Shyu, C.

C. Shyu, C. E. Brodley, A. C. Kak, A. Kosaka, A. M. Aisen, and L. S. Broderick, Computer Vision and Image Understanding 75, 111 (1999).

Steele, D.

M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, B. Dom, M. Gorkani, J. Hafner, D. Lee, D. Petkovic, D. Steele, and P. Yanker, IEEE Computer 28, 23 (1995).

Yanker, P.

M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, B. Dom, M. Gorkani, J. Hafner, D. Lee, D. Petkovic, D. Steele, and P. Yanker, IEEE Computer 28, 23 (1995).

Zeevi, Y. Y.

M. Porat and Y. Y. Zeevi, IEEE Trans. Biomedical Engineering 36, 115 (1989).

M. Porat and Y. Y. Zeevi, IEEE Trans. Pattern Analysis and Machine Intelligence 10, 452 (1988).

Computer Vision and Image Understanding (1)

C. Shyu, C. E. Brodley, A. C. Kak, A. Kosaka, A. M. Aisen, and L. S. Broderick, Computer Vision and Image Understanding 75, 111 (1999).

IEEE Computer (1)

M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, B. Dom, M. Gorkani, J. Hafner, D. Lee, D. Petkovic, D. Steele, and P. Yanker, IEEE Computer 28, 23 (1995).

IEEE Trans. Biomedical Engineering (1)

M. Porat and Y. Y. Zeevi, IEEE Trans. Biomedical Engineering 36, 115 (1989).

IEEE Trans. Pattern Analysis and Machine Intelligence (1)

M. Porat and Y. Y. Zeevi, IEEE Trans. Pattern Analysis and Machine Intelligence 10, 452 (1988).

Proc. SPIE (1)

A. Pentland, R. W. Picard, and S. Sclaroff, Proc. SPIE 2185, 34 (1994).

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