Single- Frame Background Reconstruction Based on Image Semantic Propagation

Image background recognition and reconstruction is an important research content in the field of computer vision. Instead of paying attention to all the targets in the image, this paper only focuses on the static background in the scene. Therefore, an adaptive semantic propagation method is proposed to reconstruct the complete background of static images. It executes single-connected region division and edge detection on a single frame. Experimental results demonstrate the robustness and adaptability of the method, achieving convincing performance under both simple and complex road conditions.

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Publication Details

Published
2024-12-12
DOI
https://doi.org/10.1109/icarcv63323.2024.10821580
Primary Topic
Image Processing Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

Single- Frame Background Reconstruction Based on Image Semantic Propagation

Yang Zhang, P.W. Li, Qunxiong Zhu, Yuan Xu et al.
Image Processing Techniques and Applications
article

Single- Frame Background Reconstruction Based on Image Semantic Propagation

Yang Zhang, P.W. Li, Qunxiong Zhu, Yuan Xu, Yanlin He, Mingqing Zhang
article en

Abstract

Image background recognition and reconstruction is an important research content in the field of computer vision. Instead of paying attention to all the targets in the image, this paper only focuses on the static background in the scene. Therefore, an adaptive semantic propagation method is proposed to reconstruct the complete background of static images. It executes single-connected region division and edge detection on a single frame. Experimental results demonstrate the robustness and adaptability of the method, achieving convincing performance under both simple and complex road conditions.

Beijing University of Chemical Technology (CN)
Research Promotion Foundation
Openalex Percentile: Top 63%
Image Processing Techniques and Applications
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Single- Frame Background Reconstruction Based on Image Semantic Propagation — Yang Zhang, P.W. Li, et al. · (2024) | TGRS Research Map | TGRS