Scene Conditional Background Update for Moving Object Detection in a Moving Camera

This Git repository is an binary exe file of the journal paper "Scene Conditional Background Update for Moving Object Detection in a Moving Camera," Yun et al., Pattern Recongition Letters, 2017.

Paper: http://www.sciencedirect.com/science/article/pii/S0167865517300260

Usage

SMCS_Detection.exe <video_path>

<write_option> 1: "result" directory is made, and the foreground results (jpeg images) are saved. 0: Not save

Example: SMCS_Detection.exe "video/cheetah.avi" 1

Environment

Windows OS, OpenCV2.4.9

License

Copyright (c) 2017 Kimin Yun. All rights reserved.

This software is strictly for non-commercial use only.
For commercial use, please contact me at kimin.yun (at) gmail.com or kimin.yun (at) etri.re.kr Also, when used for academic purposes, please cite the paper: K. Yun, J. Lim, and J. Y. Choi, “Scene conditional background update for moving object detection in a moving camera,” Pattern Recognition Letters, vol. 88, pp. 57–63, 2017.

Video Result

1. [Pattern Recognition Letters 17] Scene Conditional Background Update for Moving Object Detection in a Moving Camera

2. (Previous Version) [ICIP'15] Robust and Fast Moving Object Detection in a Non-Stationary Camera via Foreground Probability based Sampling

Other Links

Dataset links & other papers

https://sites.google.com/view/kiminyun/publication