4 papers
Generalizable NGP-SR: Generalizable Neural Radiance Fields Super-Resolution via Neural Graph Primitives
Wanqi Yuan, Omkar Sharad Mayekar, Connor Pennington +1
Neural Radiance Fields (NeRF) achieve photorealistic novel view synthesis but become costly when high-resolution (HR) rendering is required, as HR outputs demand dense sampling and…
Real-Time 3D Simulation of Heat-Induced Air Turbulence
Wanqi Yuan, Ethan Chung, Man Luo +4
Heat-induced air turbulence produces complex, depth-dependent image distortions that are challenging to reproduce interactively because thermally driven flow must be coupled with r…
Implicit Neural Representation for Video Restoration
Mary Aiyetigbo, Wanqi Yuan, Feng Luo +1
High-resolution (HR) videos play a crucial role in many computer vision applications. Although existing video restoration (VR) methods can significantly enhance video quality by ex…
Implicit Neural Representation for Video and Image Super-Resolution
Mary Aiyetigbo, Wanqi Yuan, Feng Luo +1
We present a novel approach for super-resolution that utilizes implicit neural representation (INR) to effectively reconstruct and enhance low-resolution videos and images. By leve…