Rolling shutter camera: Modeling, optimization and learning

B Fan, Y Dai, M He - Machine Intelligence Research, 2023 - Springer
Most modern consumer-grade cameras are often equipped with a rolling shutter
mechanism, which is becoming increasingly important in computer vision, robotics and …

Towards rolling shutter correction and deblurring in dynamic scenes

Z Zhong, Y Zheng, I Sato - … of the IEEE/CVF Conference on …, 2021 - openaccess.thecvf.com
Joint rolling shutter correction and deblurring (RSCD) techniques are critical for the
prevalent CMOS cameras. However, current approaches are still based on conventional …

Context-aware video reconstruction for rolling shutter cameras

B Fan, Y Dai, Z Zhang, Q Liu… - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
With the ubiquity of rolling shutter (RS) cameras, it is becoming increasingly attractive to
recover the latent global shutter (GS) video from two consecutive RS frames, which also …

Sunet: symmetric undistortion network for rolling shutter correction

B Fan, Y Dai, M He - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
The vast majority of modern consumer-grade cameras employ a rolling shutter mechanism,
leading to image distortions if the camera moves during image acquisition. In this paper, we …

Evunroll: Neuromorphic events based rolling shutter image correction

X Zhou, P Duan, Y Ma, B Shi - Proceedings of the IEEE/CVF …, 2022 - openaccess.thecvf.com
This paper proposes to use neuromorphic events for correcting rolling shutter (RS) images
as consecutive global shutter (GS) frames. RS effect introduces edge distortion and region …

Inverting a rolling shutter camera: bring rolling shutter images to high framerate global shutter video

B Fan, Y Dai - Proceedings of the IEEE/CVF International …, 2021 - openaccess.thecvf.com
Rolling shutter (RS) images can be viewed as the result of the row-wise combination of
global shutter (GS) images captured by a virtual moving GS camera over the period of …

Learning adaptive warping for real-world rolling shutter correction

M Cao, Z Zhong, J Wang, Y Zheng… - Proceedings of the …, 2022 - openaccess.thecvf.com
This paper proposes a real-world rolling shutter (RS) correction dataset, BS-RSC, and a
corresponding model to correct the RS frames in a distorted video. Mobile devices in the …

Deep shutter unrolling network

P Liu, Z Cui, V Larsson… - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
We present a novel network for rolling shutter effect correction. Our network takes two
consecutive rolling shutter images and estimates the corresponding global shutter image of …

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 Deblurring with Row-dependent Blur Magnitude

X Ji, Z Wang, S Satoh, Y Zheng - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Image degradation often occurs during fast camera or object movements, regardless of the
exposure modes: global shutter (GS) or rolling shutter (RS). Since these two exposure …