4 papers · 1 filter
CREST: Curvature-Regulated Event-Centric Sampling for Efficient Long-Video Understanding
Mehrajul Abadin Miraj, Abdul Mohaimen Al Radi, Shariful Islam Rayhan +4
Selecting informative frames from long videos is a combinatorial problem that existing methods address either through efficient heuristics without explicit modeling of query-condit…
Aero-World: Action-Conditioned Aerial Video Generation from Inertial Controls
Abdul Mohaimen Al Radi, Kunyang Li, Yuzhang Shang +2
Foundation video models produce visually impressive results, but their use in embodied AI remains limited because they are primarily trained on natural language rather than low-lev…
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos
Syed Mumtahin Mahmud, Mahdi Mohd Hossain Noki, Prothito Shovon Majumder +4
We introduce the largest real-world image deblurring dataset constructed from smartphone slow-motion videos. Using 240 frames captured over one second, we simulate realistic long-e…
Blind Image Deblurring with FFT-ReLU Sparsity Prior
Abdul Mohaimen Al Radi, Prothito Shovon Majumder, Md. Mosaddek Khan
Blind image deblurring is the process of recovering a sharp image from a blurred one without prior knowledge about the blur kernel. It is a small data problem, since the key challe…