warmstrat: some warmstart functions
functions: some main functions
internal: some functions for image alignment
test_data: test data:
airport.mat 144x176x400 video without camera jitter
t_airport.mat 144x176x400 synthetic transformed video with camera jitter
sidewalk.mat 220x352x400 real-world video with camera jitter
Dummy.mat 59 x 59x100 unaligned face with different illumination
All the test data can be downloaded from here or here.
Directly run the testing demo demo.m and demo_t.m to test OMoGMF and t-OMoGMF,respectively and
run the testing demo demo_path.m with your video image path.
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Please cite the following papers: [1] Deyu Meng, Fernando De la Toree, Matrix Factorization with Unknown Noise. ICCV, 2013. [2] Hongwei Yong, Deyu Meng, Wangmeng Zuo, Lei Zhang, Robust Online Matrix Factorization for Dynamic Background Subtraction, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017. In press.
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Resources for research purpose only, shall not be used for commercial purposes! All copyrights belong to the original anthors. The technology has applied for patents. If you want to purchase the patents for commercial purposes, please contact the corresponding author: Deyu Meng, dymeng@mail.xjtu.edu.cn. Thank you!
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The code is written by Hongwei Yong. If having any question, feel free to contact: cshyong@comp.polyu.edu.hk or yonghw@stu.xjtu.edu.cn.
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Version 1.0, release date: 2017.8.2