Saliency-Objectness-master

所属分类:matlab编程
开发工具:matlab
文件大小:419KB
下载次数:0
上传日期:2019-12-02 18:45:21
上 传 者nuha
说明:  salience object detection

文件列表:
BGweights.m (661, 2015-12-09)
BingBoxes (0, 2015-12-09)
BingBoxes\010001.txt (75909, 2015-12-09)
BingBoxes\010002.txt (75834, 2015-12-09)
BingBoxes\010003.txt (77410, 2015-12-09)
BingBoxes\010004.txt (77980, 2015-12-09)
BingBoxes\010005.txt (76139, 2015-12-09)
Data (0, 2015-12-09)
Data\GT (0, 2015-12-09)
Data\GT\010001.jpg (4885, 2015-12-09)
Data\GT\010002.jpg (5683, 2015-12-09)
Data\GT\010003.jpg (9439, 2015-12-09)
Data\GT\010004.jpg (4276, 2015-12-09)
Data\GT\010005.jpg (3987, 2015-12-09)
Data\Res (0, 2015-12-09)
Data\Res\010001_GS.png (8713, 2015-12-09)
Data\Res\010001_MR_stage2.png (7846, 2015-12-09)
Data\Res\010001_SF.png (9848, 2015-12-09)
Data\Res\010001_SObj.png (8522, 2015-12-09)
Data\Res\010001_wCtr_Optimized.png (8738, 2015-12-09)
Data\Res\010002_GS.png (7261, 2015-12-09)
Data\Res\010002_MR_stage2.png (4860, 2015-12-09)
Data\Res\010002_SF.png (7273, 2015-12-09)
Data\Res\010002_SObj.png (5960, 2015-12-09)
Data\Res\010002_wCtr_Optimized.png (6116, 2015-12-09)
Data\Res\010003_GS.png (5132, 2015-12-09)
Data\Res\010003_MR_stage2.png (4850, 2015-12-09)
Data\Res\010003_SF.png (4946, 2015-12-09)
Data\Res\010003_SObj.png (4554, 2015-12-09)
Data\Res\010003_wCtr_Optimized.png (4437, 2015-12-09)
Data\Res\010004_GS.png (6448, 2015-12-09)
Data\Res\010004_MR_stage2.png (6834, 2015-12-09)
Data\Res\010004_SF.png (5467, 2015-12-09)
Data\Res\010004_SObj.png (6661, 2015-12-09)
Data\Res\010004_wCtr_Optimized.png (6977, 2015-12-09)
Data\Res\010005_GS.png (3776, 2015-12-09)
Data\Res\010005_MR_stage2.png (1974, 2015-12-09)
Data\Res\010005_SF.png (2479, 2015-12-09)
Data\Res\010005_SObj.png (2263, 2015-12-09)
... ...

# Salient Object Detection via Objectess Measure ### Introduction This demo shows how to use Saliency Objectness [1], as well as Saliency Optimization [2], Saliency Filter [3], Geodesic Saliency [4], and Manifold Ranking [5]. Visit our [Project Webpage](http://saisrivatsan.github.io/SaliencyWebpage/) for more details Code for [1] by Sai Srivatsa R [Code](http://research.microsoft.com/en-US/people/yichenw/mcode_addslicsourcecode_8_30_2014.rar) for [2,3,4,5] by Wangjiang Zhu If you use this code, please cite both [1] and [2]. ### Instructions To run the demo for default images stored in `Data\SRC` and to perform evaluation run: `>>demo`. The saliency maps are stored in `Data\Res` . To obtain saliency maps for custom images using our approach and other methods: 1. Add the required files to `Data\SRC` . 2. Add the Objectness Proposals generated by BING [6] to `BingBoxes\` . 3. Now run the demo: `>>demo`. To evaluate our approach and other methods: 1. add the ground truth images to `Data\GT`. 2. Now run the demo: `>>demo`. ### References [1] Sai Srivatsa R, R Venkatesh Babu. Salient Object Detection via Objectness Measure. In ICIP, 2015. [2] Wangjiang Zhu, Shuang Liang, Yichen Wei, and Jian Sun. Saliency Optimization from Robust Background Detection. In CVPR, 2014. [3] F. Perazzi, P. Krahenbuhl, Y. Pritch, and A. Hornung. Saliency filters: Contrast based filtering for salient region detection. In CVPR, 2012. [4] Y.Wei, F.Wen,W. Zhu, and J. Sun. Geodesic saliency using background priors. In ECCV, 2012. [5] C. Yang, L. Zhang, H. Lu, X. Ruan, and M.-H. Yang. Saliency detection via graph-based manifold ranking. In CVPR, 2013. [6] M.M Cheng and Z. Zhang and W. Y. Lin and P. H. S. Torr. Binarized Normed Gradients for Objectness Estimation at 300fps. In CVPR, 2014.

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