Search Results for author: Siddhartha Gairola

Found 5 papers, 1 papers with code

Towards Automating Retinoscopy for Refractive Error Diagnosis

no code implementations10 Aug 2022 Aditya Aggarwal, Siddhartha Gairola, Uddeshya Upadhyay, Akshay P Vasishta, Diwakar Rao, Aditya Goyal, Kaushik Murali, Nipun Kwatra, Mohit Jain

We develop a video processing pipeline that takes retinoscopic videos as input and estimates the net refractive error based on our proposed extension of the retinoscopy mathematical model.


Keratoconus Classifier for Smartphone-based Corneal Topographer

no code implementations7 May 2022 Siddhartha Gairola, Pallavi Joshi, Anand Balasubramaniam, Kaushik Murali, Nipun Kwatra, Mohit Jain

Similar to medical-grade topographers, SmartKC outputs curvature heatmaps and quantitative metrics that need to be evaluated by doctors for keratoconus diagnosis.

Specificity Transfer Learning

SimPropNet: Improved Similarity Propagation for Few-shot Image Segmentation

no code implementations30 Apr 2020 Siddhartha Gairola, Mayur Hemani, Ayush Chopra, Balaji Krishnamurthy

Few-shot segmentation (FSS) methods perform image segmentation for a particular object class in a target (query) image, using a small set of (support) image-mask pairs.

Image Segmentation Segmentation +1

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