Uday Bondi

I am a final year undergraduate student at the Indian Institute of Technology Madras, where I work on deep learning for medical image analysis under the supervision of Prof. R Krishna Kumar.

I am currently working on Super Resolution of medical images under the guidance of Prof. Jinman Kim and Prof. R Krishna Kumar. Previously, I worked as an undergraduate researcher at the Advanced Geometric Computing Lab on sketch simplification with Prof. M Ramanathan Muthuganapathy. In the summer of 2019, I was fortunate to work at BMIT research group in School of Computer Science, The University of Sydney under the guidance of Prof. Jinman Kim and Dr. Ralph Nannan.

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I'm interested in deep learning, machine learning and computer vision. Much of my current research is about developing learning based computer vision techniques to problems from medicine and other domains.

A sketch simplification algorithm that converts rough raster hand drawn sketches to simplified vector strokes.

A proof of concept for an augmented reality system that users in drawing and shading an input sketch.

A novel neural network architecture, Parallel Capsule Net (PCN) for segmentation of Ischemic Stroke.

Thank you Dr. Jon Barron for this beautiful template.