A comprehensive study on digital video stabilization

Chenfeng Sheng

doi:10.1117/12.2662184

22 December 2022 A comprehensive study on digital video stabilization

Chenfeng Sheng

Proceedings Volume 12508, International Symposium on Artificial Intelligence and Robotics 2022; 125080O (2022) https://doi.org/10.1117/12.2662184
Event: Seventh International Symposium on Artificial Intelligence and Robotics 2022, 2022, Shanghai, China

Abstract

Video stabilization is a technology used to improve video stabilization for higher video quality. The traditional video anti-shake technology adopts the 2D optical flow estimation method, but it will produce great errors in the face of complex spatial scenes. In recent years, with the deepening of deep learning in the field of video processing, video stabilization has achieved unprecedented results, and some works are also quite subtle for 3D spatial processing. However, they either fail to account for dynamic parts of the scene, or cause frame clipping. Considering the background of related fields, this article reviews the video anti-shake methods in the past years, puts forward optimization thinking on existing problems, and finally gives an outlook.

Citation Download Citation

Chenfeng Sheng "A comprehensive study on digital video stabilization", Proc. SPIE 12508, International Symposium on Artificial Intelligence and Robotics 2022, 125080O (22 December 2022); https://doi.org/10.1117/12.2662184

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