Retinal image matching using hierarchical vascular features.
Publication
, Journal Article
Bhuiyan, A; Lamoureux, E; Nath, B; Ramamohanarao, K; Wong, TY
Published in: Comput Intell Neurosci
2011
We propose a method for retinal image matching that can be used in image matching for person identification or patient longitudinal study. Vascular invariant features are extracted from the retinal image, and a feature vector is constructed for each of the vessel segments in the retinal blood vessels. The feature vectors are represented in a tree structure with maintaining the vessel segments actual hierarchical positions. Using these feature vectors, corresponding images are matched. The method identifies the same vessel in the corresponding images for comparing the desired feature(s). Initial results are encouraging and demonstrate that the proposed method is suitable for image matching and patient longitudinal study.
Duke Scholars
Published In
Comput Intell Neurosci
DOI
EISSN
1687-5273
Publication Date
2011
Volume
2011
Start / End Page
749054
Location
United States
Related Subject Headings
- Retinal Artery
- Retina
- Reproducibility of Results
- Predictive Value of Tests
- Neurology & Neurosurgery
- Neuroimaging
- Longitudinal Studies
- Imaging, Three-Dimensional
- Image Processing, Computer-Assisted
- Humans
Citation
APA
Chicago
ICMJE
MLA
NLM
Bhuiyan, A., Lamoureux, E., Nath, B., Ramamohanarao, K., & Wong, T. Y. (2011). Retinal image matching using hierarchical vascular features. Comput Intell Neurosci, 2011, 749054. https://doi.org/10.1155/2011/749054
Bhuiyan, Alauddin, Ecosse Lamoureux, Baikunth Nath, Kotagiri Ramamohanarao, and Tien Y. Wong. “Retinal image matching using hierarchical vascular features.” Comput Intell Neurosci 2011 (2011): 749054. https://doi.org/10.1155/2011/749054.
Bhuiyan A, Lamoureux E, Nath B, Ramamohanarao K, Wong TY. Retinal image matching using hierarchical vascular features. Comput Intell Neurosci. 2011;2011:749054.
Bhuiyan, Alauddin, et al. “Retinal image matching using hierarchical vascular features.” Comput Intell Neurosci, vol. 2011, 2011, p. 749054. Pubmed, doi:10.1155/2011/749054.
Bhuiyan A, Lamoureux E, Nath B, Ramamohanarao K, Wong TY. Retinal image matching using hierarchical vascular features. Comput Intell Neurosci. 2011;2011:749054.
Published In
Comput Intell Neurosci
DOI
EISSN
1687-5273
Publication Date
2011
Volume
2011
Start / End Page
749054
Location
United States
Related Subject Headings
- Retinal Artery
- Retina
- Reproducibility of Results
- Predictive Value of Tests
- Neurology & Neurosurgery
- Neuroimaging
- Longitudinal Studies
- Imaging, Three-Dimensional
- Image Processing, Computer-Assisted
- Humans