347 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Indian Institute of Technology BombayIN6 papers
- Indian Institute of Technology MadrasIN6 papers
- Birla Institute of Technology and Science, PilaniIN4 papers
- Indian Institute of Science BangaloreIN4 papers
- Indian Institute of Technology GandhinagarIN4 papers
- Indian Statistical InstituteIN4 papers
- University of Maryland, College ParkUS4 papers
- Carnegie Mellon UniversityUS3 papers
- Indian Institute of Science Education and Research PuneIN3 papers
- Indian Institute of Technology KharagpurIN3 papers
- Indraprastha Institute of Information Technology DelhiIN3 papers
- International Institute of Information Technology, HyderabadIN3 papers
4 papers · 1 filter
An Image Processing approach to identify solar plages observed at 393.37 nm by the Kodaikanal Solar Observatory
Sarvesh Gharat, Bhaskar Bose, Abhimanyu Borthakur +1
Solar plages, which are bright regions on the Sun's surface, are an important indicator of solar activity. In this study, we propose an automated algorithm for identifying solar pl…
Segmentation of Blood Vessels, Optic Disc Localization, Detection of Exudates and Diabetic Retinopathy Diagnosis from Digital Fundus Images
Soham Basu, Sayantan Mukherjee, Ankit Bhattacharya +1
Diabetic Retinopathy (DR) is a complication of long-standing, unchecked diabetes and one of the leading causes of blindness in the world. This paper focuses on improved and robust…
On Classifying Images using Quantum Image Representation
Ankit Khandelwal, M Girish Chandra, Sayantan Pramanik
In this paper, we consider different Quantum Image Representation Methods to encode images into quantum states and then use a Quantum Machine Learning pipeline to classify the imag…
A Control Theoretic Framework for Adaptive Gradient Optimizers in Machine Learning
Kushal Chakrabarti, Nikhil Chopra
Adaptive gradient methods have become popular in optimizing deep neural networks; recent examples include AdaGrad and Adam. Although Adam usually converges faster, variations of Ad…