26 January 2016 The electronic image stabilization technology research based on improved optical-flow motion vector estimation
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Proceedings Volume 9796, Selected Papers of the Photoelectronic Technology Committee Conferences held November 2015; 97962U (2016) https://doi.org/10.1117/12.2229882
Event: Selected Proceedings of the Chinese Society for Optical Engineering Conferences held November 2015, 2015, Various, China
Abstract
The electronic image stabilization technology based on improved optical-flow motion vector estimation technique can effectively improve the non normal shift, such as jitter, rotation and so on. Firstly, the ORB features are extracted from the image, a set of regions are built on these features; Secondly, the optical-flow vector is computed in the feature regions, in order to reduce the computational complexity, the multi resolution strategy of Pyramid is used to calculate the motion vector of the frame; Finally, qualitative and quantitative analysis of the effect of the algorithm is carried out. The results show that the proposed algorithm has better stability compared with image stabilization based on the traditional optical-flow motion vector estimation method.
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Chao Wang, Chao Wang, Ming Ji, Ming Ji, Ying Zhang, Ying Zhang, Wentao Jiang, Wentao Jiang, Xiaoyan Lu, Xiaoyan Lu, Jiaoying Wang, Jiaoying Wang, Heng Yang, Heng Yang, } "The electronic image stabilization technology research based on improved optical-flow motion vector estimation", Proc. SPIE 9796, Selected Papers of the Photoelectronic Technology Committee Conferences held November 2015, 97962U (26 January 2016); doi: 10.1117/12.2229882; https://doi.org/10.1117/12.2229882
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