Summer Research Intern
Preserving Topology Using Deep Image Segmentation under the supervision of Dr Amit Chattopadhyay. Introducing a continuous-valued loss function to preserve correct Topology of fine-scaled structures. This function is designed to enforce segmentation to maintain correct topology akin to the ground truth, ensuring consistent Betti numbers. The innovative.