CVPR12_SAS_code

所属分类:图形图像处理
开发工具:matlab
文件大小:1463KB
下载次数:185
上传日期:2014-03-26 16:05:10
上 传 者wilif
说明:  一种基于超像素的图像分割程序,是cvpr13年文章的相应代码,可以学习下
(An ultra-pixel-based image segmentation procedure is the appropriate code cvpr13 In the article, you can learn under)

文件列表:
CVPR12_SAS_code (0, 2012-07-08)
CVPR12_SAS_code\algorithms (0, 2012-06-27)
CVPR12_SAS_code\algorithms\build_bipartite_graph.m (1081, 2012-06-27)
CVPR12_SAS_code\algorithms\make_superpixels.m (1006, 2012-06-27)
CVPR12_SAS_code\algorithms\prune_knn.m (301, 2012-05-18)
CVPR12_SAS_code\algorithms\set_parameters_oversegmentation.m (1416, 2012-06-27)
CVPR12_SAS_code\algorithms\Tcut.m (1016, 2012-06-26)
CVPR12_SAS_code\algorithms\view_gt_segmentation.m (461, 2012-06-27)
CVPR12_SAS_code\algorithms\view_oversegmentation.m (399, 2012-05-15)
CVPR12_SAS_code\algorithms\view_segmentation.m (1340, 2012-06-27)
CVPR12_SAS_code\demo_SAS_BSDS.m (3085, 2012-06-27)
CVPR12_SAS_code\evals (0, 2012-06-26)
CVPR12_SAS_code\evals\compare_image_boundary_error.m (2214, 2007-03-06)
CVPR12_SAS_code\evals\compare_segmentations.m (4879, 2007-03-06)
CVPR12_SAS_code\evals\evaluate_gt.m (777, 2009-03-08)
CVPR12_SAS_code\evals\eval_bdry_Fmeasure.m (1762, 2012-03-02)
CVPR12_SAS_code\evals\eval_segmentation.m (685, 2012-06-26)
CVPR12_SAS_code\evals\GCE.m (778, 2009-11-07)
CVPR12_SAS_code\evals\locallog.m (145, 2003-12-26)
CVPR12_SAS_code\evals\Rand_index.m (3073, 2009-01-05)
CVPR12_SAS_code\evals\seg2bdry.m (957, 2012-03-02)
CVPR12_SAS_code\evals\VI.m (1347, 2003-09-27)
CVPR12_SAS_code\Graph_based_segment (0, 2012-06-27)
CVPR12_SAS_code\Graph_based_segment\compile.m (113, 2011-08-24)
CVPR12_SAS_code\Graph_based_segment\convolve.h (1940, 2006-12-28)
CVPR12_SAS_code\Graph_based_segment\COPYING (17987, 2006-12-28)
CVPR12_SAS_code\Graph_based_segment\disjoint-set.h (1857, 2006-12-28)
CVPR12_SAS_code\Graph_based_segment\filter.h (2973, 2006-12-28)
CVPR12_SAS_code\Graph_based_segment\gbis.m (602, 2012-06-27)
CVPR12_SAS_code\Graph_based_segment\image.h (2294, 2006-12-28)
CVPR12_SAS_code\Graph_based_segment\imconv.h (4926, 2006-12-28)
CVPR12_SAS_code\Graph_based_segment\imutil.h (1648, 2006-12-28)
CVPR12_SAS_code\Graph_based_segment\Makefile (338, 2005-02-23)
CVPR12_SAS_code\Graph_based_segment\misc.h (1731, 2006-12-28)
CVPR12_SAS_code\Graph_based_segment\oversegment_demo.m (1081, 2011-10-26)
CVPR12_SAS_code\Graph_based_segment\segment-graph.h (2191, 2006-12-28)
CVPR12_SAS_code\Graph_based_segment\segment-image.h (4427, 2011-10-26)
CVPR12_SAS_code\Graph_based_segment\segment.m (947, 2011-09-04)
CVPR12_SAS_code\Graph_based_segment\segmentMex.cpp (1700, 2012-06-27)
... ...

This code is to implement the segmentation method desribed in: "Segmentation Using Superpixels: A Bipartite Graph Partitioning Approach" by Zhenguo Li, Xiao-Ming Wu, and Shih-Fu Chang in IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2012. It is written in MATLAB with C++ mex files, and has been tested under windows and linux. To reproduce the results reported in our paper, first download the benchmark dataset BSDS300 (including "Images" and "Human segmentations") from http://www.eecs.berkeley.edu/Research/Projects/CS/vision/bsds/ and then set the BSDS300 directory path to a variable "bsdsRoot" in "demo_SAS_BSDS.m". We remark that part of this code is modified from the code of Tae Hoon Kim et al. for their CVPR10 paper. If you use our code, please cite our paper. For any question, please contact us via the E-mail: zgli@ee.columbia.edu.

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