Code

Source code for the salient object detection method based on structured matrix decomposition

Source code for the structured matrix decomposition model:

Platform

The code is run on MATLAB R2012a-2014a on Windows 7 or Linux  - 32/64 bit.

Usage

>> put the input images into file '\INPUT_IMG'
>> put the groundtruth images into file '\GROUND_TRUTH'
>> run 'Demo.m'
>> 
the output saliency maps are stored in the file '\SAL_MAP'
>> the evaluation results are stored in the file '\results'

Reference

[1] 
H. Peng, B. Li, R. Ji, W. Hu, W. Xiong, and C. Lang, “Salient object detection via low-rank and structured sparse matrix decomposition,” in AAAI, 2013.
[2] X. Shen and Y. Wu, “A unified approach to salient object detection via low rank matrix recovery,” in CVPR, 2012, pp. 2296–2303.
[3] P. Felzenszwalb and D. Huttenlocher, “Efficient graph-based image segmentation,” International Journal of Computer Vision, vol. 59, no. 2, pp. 167–181, 2004.
[4] W. Zhu, S. Liang, Y. Wei, and J. Sun, “Saliency optimization from robust background detection,” CVPR, Columbus, OH, USA, June 23-28, 2014, 2014, pp. 2814–2821.