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Rectangling irregular videos by optimal spatio-temporal warping

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摘要 Image and video processing based on geometric principles typically changes the rectangular shape of video frames to an irregular shape. This paper presents a warping based approach for rectangling such irregular frame boundaries in space and time, i.e., making them rectangular again. To reduce geometric distortion in the rectangling process, we employ contentpreserving deformation of a mesh grid with line structures as constraints to warp the frames. To conform to the original inter-frame motion, we keep feature trajectory distribution as constraints during motion compensation to ensure stability after warping the frames. Such spatially and temporally optimized warps enable the output of regular rectangular boundaries for the video frames with low geometric distortion and jitter. Our experiments demonstrate that our approach can generate plausible video rectangling results in a variety of applications.
出处 《Computational Visual Media》 SCIE EI CSCD 2022年第1期93-103,共11页 计算可视媒体(英文版)
基金 supported by the National Natural Science Foundation of China under Grant Nos.61922014 and 61772069.
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