Deep online video stabilization with multi-grid war** transformation learning

M Wang, GY Yang, JK Lin, SH Zhang… - … on Image Processing, 2018 - ieeexplore.ieee.org
Video stabilization techniques are essential for most hand-held captured videos due to high-
frequency shakes. Several 2D-, 2.5 D-, and 3D-based stabilization techniques have been …

Deep online fused video stabilization

Z Shi, F Shi, WS Lai, CK Liang… - Proceedings of the …, 2022 - openaccess.thecvf.com
We present a deep neural network (DNN) that uses both sensor data (gyroscope) and image
content (optical flow) to stabilize videos through unsupervised learning. The network fuses …

Video synthesis via transform-based tensor neural network

Y Zhang, XY Liu, B Wu, A Walid - Proceedings of the 28th ACM …, 2020 - dl.acm.org
Video frame synthesis is an important task in computer vision and has drawn great interests
in wide applications. However, existing neural network methods do not explicitly impose …

Deep online video stabilization using imu sensors

C Li, L Song, S Chen, R **e… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, we propose a deep learning based sensor-driven method for online video
stabilization. This method utilizes the Euler angles and acceleration values estimated from …

A fast traffic video stabilization method based on trajectory derivatives

M Zhao, S Deng, Q Ling - IEEE Access, 2019 - ieeexplore.ieee.org
This paper aims to solve the stabilization problem of traffic videos, which are mostly captured
by the cameras mounted on the vehicles. Compared with normal videos captured with …

Electronic devices and corresponding methods for performing image stabilization processes as a function of touch input type

RB Desai, MD Moises, AK Agrawal - US Patent 12,114,072, 2024 - Google Patents
An electronic device includes a device housing supporting a user interface, one or more
touch sensors, and at least one image capture device. One or more processors cause, in …

Electronic devices and corresponding methods for performing image stabilization processes as a function of touch input type

RB Desai, MD Moises, AK Agrawal - US Patent 11,770,612, 2023 - Google Patents
An electronic device includes a device housing supporting a user interface, one or more
touch sensors, and at least one image capture device. One or more processors cause, in …

Electronic devices and corresponding methods for capturing image quantities as a function of touch input type

MD Moises, RB Desai, AK Agrawal - US Patent 12,067,231, 2024 - Google Patents
An electronic device includes a device housing supporting a user interface, one or more
touch sensors, and at least one image capture device. One or more processors cause, in …

[PDF][PDF] Image stabilization for video productions

OJ Awad - marshallplan.at
Video stabilization is a persistent matter in video productions. With recording systems getting
smaller and the amount of video content continually rising, it has become an essential …

基於像素級轉換的多尺度深度線上影片穩定

YT Chen - 國立臺灣大學資訊工程學系學位論文, 2020 - airitilibrary.com
In this thesis, a learning-based method is proposed to solve the online video stabilization
problems. We build a multi-scale architecture and can stabilize the unstable videos in real …