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 …

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 …

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 learning for camera calibration and beyond: A survey

K Liao, L Nie, S Huang, C Lin, J Zhang, Y Zhao… - arXiv preprint arXiv …, 2023 - arxiv.org
Camera calibration involves estimating camera parameters to infer geometric features from
captured sequences, which is crucial for computer vision and robotics. However …

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 …

Joint appearance and motion learning for efficient rolling shutter correction

B Fan, Y Mao, Y Dai, Z Wan… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Rolling shutter correction (RSC) is becoming increasingly popular for RS cameras that are
widely used in commercial and industrial applications. Despite the promising performance …

USB-NeRF: Unrolling shutter bundle adjusted neural radiance fields

M Li, P Wang, L Zhao, B Liao, P Liu - arXiv preprint arXiv:2310.02687, 2023 - arxiv.org
Neural Radiance Fields (NeRF) has received much attention recently due to its impressive
capability to represent 3D scene and synthesize novel view images. Existing works usually …