CVPR12_SAS_code

所属分类:图形图像处理
开发工具:matlab
文件大小:1406KB
下载次数:99
上传日期:2013-05-15 20:07:16
上 传 者lxzfhust
说明:  2012 CVPR 文章:Segmentation Using Superpixels A Bipartite Graph Partitioning Approach对应的代码
(2012 CVPR paper:Segmentation Using Superpixels A Bipartite Graph Partitioning Approach)

文件列表:
CVPR12_SAS_code (0, 2012-06-27)
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. This code is implemented in MATLAB with C++ mex files. It has been tested under windows and linux. To reproduce the results 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. For any question, please contact zgli@ee.columbia.edu.

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