2 papers
cs.CV2026
MRI Super-Resolution with RCDM/WaveMix and Task-Aware Segmentation
Kavitha Viswanathan, Harsh Choudhary, Amit Sethi
Super-resolution and quality enhancement of 1.5\,T brain MRI are normally validated with image-fidelity metrics, although their purpose is to improve downstream analysis. We study…
cs.CV2025
Low-Resource Video Super-Resolution using Memory, Wavelets, and Deformable Convolutions
Kavitha Viswanathan, Shashwat Pathak, Piyush Bharambe +2
The tradeoff between reconstruction quality and compute required for video super-resolution (VSR) remains a formidable challenge in its adoption for deployment on resource-constrai…