Implementation code (V3) for cvpr 2015:
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W. Wang, J. Shen, F. Porikli,
Saliency-aware geodesic video object segmentation,
IEEE CVPR, pp. 3395-3402, 2015
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The code is free to use for research purposes. If you use this software for research
purposes, you should cite [1,2] in any resulting publication.
[1] W. Wang, J. Shen, F. Porikli, Saliency-aware geodesic video object segmentation,
IEEE CVPR, pp. 3395-3402, 2015
[2] W. Wang, J. Shen, R. Yang, and F. Porikli, Saliency-aware Video Object Segmentation,
IEEE Trans. on Pattern Analysis and Machine Intelligence, 40(1):20-33, 2018
The code has been tested on 32-bit/64-bit Window and 64-bit Linux platforms with matlab
R2009b/R2011b/R2012b/R2013a/R2015. Please compile '*.cpp' files in 'subCode'.
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Note:
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The saliency demo code (computeSaliency.m) produces slightly different results
to those reported in the paper [1]. This is due to changes in the parameters and
the final saliency results are stored in data/outputs/(videoname)/final_saliency.
Saliency results stored in the folder 'intra-frame_saliency' and 'inter-frame saliency'
are generated by our intra-frame graph and inter-frame graph respectively.
We directly modify Canny as our edge detection method.
And use our function 'computeBoundary.m' for computing static boundary
for better performance with more computation time
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Changelog
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v3: Remove some unuseful functions and fix small bugs
v2: Provide binaries for 64-bit Linux and fix small bugs
v1: First public release
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Contact Information
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Email:
wenguanwang@bit.edu.cn
shenjianbing@bit.edu.cn shenjianbingcg@gmail.com
This code uses some public source codes from internet.
We thank all the authors for the release of their codes.
shenjianbing/Saliency-Aware-Video-Object-Segmentation
Saliency Aware Video Object Segmentation (CVPR15, PAMI18)
Matlab