Search Results for author: Muhammad Kashif Ali

Found 3 papers, 1 papers with code

Harnessing Meta-Learning for Improving Full-Frame Video Stabilization

no code implementations6 Mar 2024 Muhammad Kashif Ali, Eun Woo Im, DongJin Kim, Tae Hyun Kim

Video stabilization is a longstanding computer vision problem, particularly pixel-level synthesis solutions for video stabilization which synthesize full frames add to the complexity of this task.

Meta-Learning Test-time Adaptation +1

Task Agnostic Restoration of Natural Video Dynamics

no code implementations ICCV 2023 Muhammad Kashif Ali, DongJin Kim, Tae Hyun Kim

In many video restoration/translation tasks, image processing operations are na\"ively extended to the video domain by processing each frame independently, disregarding the temporal connection of the video frames.

Translation Video Restoration

Deep Motion Blind Video Stabilization

1 code implementation19 Nov 2020 Muhammad Kashif Ali, Sangjoon Yu, Tae Hyun Kim

Despite the advances in the field of generative models in computer vision, video stabilization still lacks a pure regressive deep-learning-based formulation.

Motion Estimation Video Stabilization

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