Publications

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2019
Leopold, H., J. Orchard, J. Zelek, and V. Lakshminarayanan, "PixelBNN: Augmenting the Pixelcnn with batch normalization and the presentation of a fast architecture for retinal vessel segmentation", Journal of Imaging, vol. 5, no. 2, 2019.
2018
Roy, P., M. Parthasarathy, J. Zelek, and V. Lakshminarayanan, "Comparison of Gaussian filter versus wavelet-based denoising on graph-based segmentation of retinal OCT images", Progress in Biomedical Optics and Imaging - Proceedings of SPIE; Medical Imaging 2018: Biomedical Applications in Molecular, Structural, and Functional Imaging, vol. 10578, 03/2018.
Almoqbel, F., S. Alodhayb, E. Osman, E. Ramadan, M. Hummadi, M. Dlaim, M. Alkatee, K. Raahemifar, and V. Lakshminarayanan, "Retinal fundus images for glaucoma analysis: The RIGA dataset", Progress in Biomedical Optics and Imaging - Proceedings of SPIE; Medical Imaging 2018: Imaging Informatics for Healthcare, Research, and Applications, vol. 10579, Houston, Texas, United States, SPIE, 03/2018.
2017
Almoqbel, F., S. Alodhayb, K. Raahemifar, and V. Lakshminarayanan, "Optic cup segmentation: Type-II fuzzy thresholding approach and blood vessel extraction", Clinical Ophthalmology, vol. 11, pp. 841-854, 2017.
Almoqbel, F., W. Sun, S. Alodhayb, K. Raahemifar, and V. Lakshminarayanan, "Optic disc segmentation for glaucoma screening system using fundus images", Clinical Ophthalmology, vol. 11, pp. 2017-2029, 2017.
Leopold, H., J. Orchard, J. Zelek, and V. Lakshminarayanan, "Use of gabor filters and deep networks in the segmentation of retinal vessel morphology", Progress in Biomedical Optics and Imaging - Proceedings of SPIE; Imaging, Manipulation, and Analysis of Biomolecules, Cells, and Tissues XV, vol. 10068, 02/2017.