Deep homography mixture for single image rolling shutter correction

W Yan, RT Tan, B Zeng, S Liu - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
We present a deep homography mixture motion model for single image rolling shutter
correction. Rolling shutter (RS) effects are often caused by row-wise exposure delay in the …

Single image rolling shutter removal with diffusion models

Z Yang, H Li, M Hong, B Zeng, S Liu - arXiv preprint arXiv:2407.02906, 2024 - arxiv.org
We present RS-Diffusion, the first Diffusion Models-based method for single-frame Rolling
Shutter (RS) correction. RS artifacts compromise visual quality of frames due to the row wise …

Let's Roll: A Synthetic and Real Dataset for Pedestrian Detection Across Different Shutter Types

Y Hu, G Datta, K Beerel, Y Liu… - 2024 IEEE Workshop on …, 2024 - ieeexplore.ieee.org
Computer vision (CV) pipelines are typically eval-uated on datasets processed by image
signal processing (ISP) pipelines. However, in order to deploy CV pipelines in resource …

Let's Roll: Synthetic Dataset Analysis for Pedestrian Detection Across Different Shutter Types

Y Hu, G Datta, K Beerel, P Beerel - arXiv preprint arXiv:2309.08136, 2023 - arxiv.org
Computer vision (CV) pipelines are typically evaluated on datasets processed by image
signal processing (ISP) pipelines even though, for resource-constrained applications, an …

[PDF][PDF] Image Restoration using Feature-guidance.

M Suin, K Purohit, AN Rajagopalan - arXiv preprint arXiv:2201.00187, 2022 - academia.edu
Image restoration is the task of recovering a clean image from a degraded version. In most
cases, the degradation is spatially varying, and it requires the restoration network to both …