Research Projects
Estimating Sugar content in hyperspectral images of fruits using CycleGAN.
We are estimating the sugar content in hyperspectral images of fruits for which we are generating NIR hyperspectral images from VIS hyperspectral using attention based CycleGAN.
Data Driven Exploration of Microscopic Realms.
It encompasses diverse research areas. Currently, my work is focussing on detection of mitochondria for biomarkers using different microscope images, and the development of AI tools for cancer detection utilising histopathology images.
Studying the effect of music on cognition using non-invasive biosignals.
Using non-invasive biosignals like ECG, EEG, GSR and voice for creating better Human-Computer Interface Systems for person state recognition.
A pick-and-place robotic arm.
To bring the novelty by picking up transparent & slippery objects and make it to work with human collaboration.
Boundary Refinement in Abdomen segmentation using MRIs and CT scans
To overcome the constraint of precise boundary segmentation, we introduce a novel loss function to capture the spatial distance between the ground truth and predicted surfaces, thereby enhancing the delineation of predicted segmentation.
