2015
Medical imaging algorithm research for diagnosis of ocular diseases
PhD thesis, 2015
Robust multi-scale superpixel classification for optic cup localization.
Comput. Medical Imaging Graph., 2015
A cloud-based system for automatic glaucoma screening.
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Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Multi-scale superpixel classification for optic cup localization.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Local patch reconstruction framework for optic cup localization in glaucoma detection.
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Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Superpixel Classification Based Optic Disc and Optic Cup Segmentation for Glaucoma Screening.
IEEE Trans. Medical Imaging, 2013
Research and applications: Automatic glaucoma diagnosis through medical imaging informatics.
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J. Am. Medical Informatics Assoc., 2013
Learn to recognize pathological myopia in fundus images using bag-of-feature and sparse learning approach.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Domain prior based superpixel propagation for optic cup localization.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2012
Peripapillary Atrophy Detection by Sparse Biologically Inspired Feature Manifold.
IEEE Trans. Medical Imaging, 2012
Automatic detection of the optic cup using vessel kinking in digital retinal fundus images.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Efficient optic cup localization based on superpixel classification for glaucoma diagnosis in digital fundus images.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Detecting the optic cup excavation in retinal fundus images by automatic detection of vessel kinking.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Automatic localization of the macula in a supervised graph-based approach with contextual superpixel features.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Peripapillary atrophy detection by biologically inspired feature.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Early age-related macular degeneration detection by focal biologically inspired feature.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Sector-based optic cup segmentation with intensity and blood vessel priors.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Anterior chamber angle classification using multiscale histograms of oriented gradients for glaucoma subtype identification.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Efficient optic cup localization using regional propagation based on retinal structure priors.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Automatic detection of the macula in retinal fundus images using seeded mode tracking approach.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
An ensembling approach for optic cup detection based on spatial heuristic analysis in retinal fundus images.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Automatic localization of retinal landmarks.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Automated segmentation of optic disc and optic cup in fundus images for glaucoma diagnosis.
Proceedings of CBMS 2012, 2012
Superpixel Classification Based Optic Disc Segmentation.
Proceedings of the Computer Vision, 2012
2011
Model-based optic nerve head segmentation on retinal fundus images.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Automatic glaucoma diagnosis from fundus image.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Focal edge association to glaucoma diagnosis.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Automatic optic disc segmentation based on image brightness and contrast.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Enhancement of optic cup detection through an improved vessel kink detection framework.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, 2010
Classification of left and right eye retinal images.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, 2010
Automatic classification of pathological myopia in retinal fundus images using PAMELA.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, 2010
2009
ARGALI: an automatic cup-to-disc ratio measurement system for glaucoma detection and AnaLysIs framework.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Photometric correction of retinal images by polynomial interpolation.
Proceedings of the International Conference on Image Processing, 2009
Neuro-Retinal Optic Cup Detection in Glaucoma Diagnosis.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009
Computerized Systems for Cataract Grading.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009
2008
Exact integral images at generic angles for 2D barcode detection.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008