Ajeet Kumar Verma

Towards Adaptive Super-Resolution and Quality Assessment via Test-Time Adaptation

This paper presents doctoral research on adaptive video super-resolution and perceptual quality modeling under real-world conditions. Existing video super-resolution (VSR) methods struggle to generalize under unknown degradations arising from heterogeneous devices, codecs, and network environments. We address this chal...