Abstract
We evaluate the ability of a nonlinear anisotropic diffusion process to enhance the contrast for structural boundary regions and to reduce the speckle noise in optical coherence tomography (OCT) images. We also investigate the suitability of various image features, such as gradient magnitude and intensity or gradient profiles, for boundary localization. The results suggest that the nonlinear anisotropic diffusion method has potential in assisting segmentation and quantification of fluid-filled regions in clinical OCT images.
| Original language | English (US) |
|---|---|
| Title of host publication | Progress in Biomedical Optics and Imaging - Proceedings of SPIE |
| Editors | J.M. Fitzpatrick, J.M. Reinhardt |
| Pages | 1834-1843 |
| Number of pages | 10 |
| Volume | 5747 |
| Edition | III |
| DOIs | |
| State | Published - 2005 |
| Event | Medical Imaging 2005 - Image Processing - San Diego, CA, United States Duration: Feb 13 2005 → Feb 17 2005 |
Other
| Other | Medical Imaging 2005 - Image Processing |
|---|---|
| Country | United States |
| City | San Diego, CA |
| Period | 2/13/05 → 2/17/05 |
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Keywords
- Active contour models
- Age-related macular degeneration
- Edge detection
- Nonlinear anisotropic diffusion
- Ophthalmology
- Optical coherence tomography
- Retina
- Snakes
ASJC Scopus subject areas
- Engineering(all)
Cite this
Evaluation of a nonlinear diffusion process for segmentation and quantification of lesions in Optical Coherence Tomography images. / Cabrera DeBuc, Delia; Salinas, Harry M.
Progress in Biomedical Optics and Imaging - Proceedings of SPIE. ed. / J.M. Fitzpatrick; J.M. Reinhardt. Vol. 5747 III. ed. 2005. p. 1834-1843 213.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Evaluation of a nonlinear diffusion process for segmentation and quantification of lesions in Optical Coherence Tomography images
AU - Cabrera DeBuc, Delia
AU - Salinas, Harry M.
PY - 2005
Y1 - 2005
N2 - We evaluate the ability of a nonlinear anisotropic diffusion process to enhance the contrast for structural boundary regions and to reduce the speckle noise in optical coherence tomography (OCT) images. We also investigate the suitability of various image features, such as gradient magnitude and intensity or gradient profiles, for boundary localization. The results suggest that the nonlinear anisotropic diffusion method has potential in assisting segmentation and quantification of fluid-filled regions in clinical OCT images.
AB - We evaluate the ability of a nonlinear anisotropic diffusion process to enhance the contrast for structural boundary regions and to reduce the speckle noise in optical coherence tomography (OCT) images. We also investigate the suitability of various image features, such as gradient magnitude and intensity or gradient profiles, for boundary localization. The results suggest that the nonlinear anisotropic diffusion method has potential in assisting segmentation and quantification of fluid-filled regions in clinical OCT images.
KW - Active contour models
KW - Age-related macular degeneration
KW - Edge detection
KW - Nonlinear anisotropic diffusion
KW - Ophthalmology
KW - Optical coherence tomography
KW - Retina
KW - Snakes
UR - http://www.scopus.com/inward/record.url?scp=23844453453&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=23844453453&partnerID=8YFLogxK
U2 - 10.1117/12.596024
DO - 10.1117/12.596024
M3 - Conference contribution
VL - 5747
SP - 1834
EP - 1843
BT - Progress in Biomedical Optics and Imaging - Proceedings of SPIE
A2 - Fitzpatrick, J.M.
A2 - Reinhardt, J.M.
ER -