2 papers
cs.LG2024
Structuring a Training Strategy to Robustify Perception Models with Realistic Image Augmentations
Ahmed Hammam, Bharathwaj Krishnaswami Sreedhar, Nura Kawa +2
Advancing Machine Learning (ML)-based perception models for autonomous systems necessitates addressing weak spots within the models, particularly in challenging Operational Design…
cs.CV2018
DRUNET: A Dilated-Residual U-Net Deep Learning Network to Digitally Stain Optic Nerve Head Tissues in Optical Coherence Tomography Images
Sripad Krishna Devalla, Prajwal K. Renukanand, Bharathwaj K. Sreedhar +8
Given that the neural and connective tissues of the optic nerve head (ONH) exhibit complex morphological changes with the development and progression of glaucoma, their simultaneou…