Ms. Koushikey Chhapariya is a doctoral student at the Satellite Image Processing Lab, Centre of Studies in Resources Engineering (CSRE), IIT Bombay, Mumbai. She is working on an object-oriented deep CNN-based model for detecting selective features on hyperspectral images as part of her Ph.D. research. She is also a recipient of the Indo-French Raman-Charpak Fellowship 2022. She joined LISTIC Lab, Université Savoie Mont Blanc as a visiting research scholar in France to conduct a part of her Ph.D. thesis work. There she worked on a multi-task deep learning model for hyperspectral data for six months.
Ms. Chhapariya received the Prime Minister Research Fellowship in May 2021 under the lateral entry scheme. She completed her Master of Technology (M.Tech) from the Indian Institute of Remote Sensing (IIRS), ISRO, Dehradun. As part of her master’s project, she developed a kernel-based Modified Possibilistic c-Means (MPCM) algorithm in the fuzzy-logic-based domain to handle non-linearity in data. She was also an intern with the Indian Institute of Human Settlement (IIHS), Bengaluru, where she worked on a data management portal, administrating metadata and web-portal development. Her research interest lies in the processing and analysis of satellite images, such as hyperspectral, multispectral, and thermal data. She loves to travel, explore new places, and read in her free time.
During her Fulbright-Nehru Doctoral Research fellowship, Ms. Chhapariya is focusing on developing a deep learning-based object detection and feature extraction model for hyperspectral satellite image analysis.