poselets_matlab_april2013
所属分类：图形图像处理
开发工具：matlab
文件大小：14525KB
下载次数：98
上传日期：2013-10-15 23:35:58
上 传 者：
ethan576116
说明： 人体检测很热的算法，poselet，同时可以应用到一般物体的检测
(The code of the algorithm based on poselet, which is very useful. Meanwhile,it can be used for detection of generic object.)
文件列表:
poselets_matlab_april2013\PaxHeader\poselets_matlab_april2013 (179, 2013-04-20)
poselets_matlab_april2013\poselets_matlab_april2013\data\PaxHeader\person (179, 2013-04-20)
poselets_matlab_april2013\poselets_matlab_april2013\data\person\image_sets\PaxHeader\h3d (141, 2013-04-20)
poselets_matlab_april2013\poselets_matlab_april2013\data\person\model.mat (14564376, 2013-04-20)
poselets_matlab_april2013\poselets_matlab_april2013\data\person\PaxHeader\image_sets (179, 2013-04-20)
poselets_matlab_april2013\poselets_matlab_april2013\data\person\PaxHeader\model.mat (179, 2013-04-20)
poselets_matlab_april2013\poselets_matlab_april2013\data\person\PaxHeader\test.jpg (141, 2013-04-20)
poselets_matlab_april2013\poselets_matlab_april2013\data\person\test.jpg (149868, 2013-04-20)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\._transform_resize_crop.m (82, 2013-04-20)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\annotations.m (6701, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\annotation_list.m (9063, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\create_poselet_procrustes_dist.m (6540, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\enroll_dataset_images.m (2155, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\example\example1.m (778, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\example\example2.m (4449, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\example\example3.m (424, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\example\PaxHeader\example1.m (141, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\example\PaxHeader\example2.m (141, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\example\PaxHeader\example3.m (141, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\extract_patches_of_poselets.m (4353, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\generate_annotations.m (10507, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\image_file.m (431, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\imcrop_with_padding.m (1022, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\PaxHeader\._transform_resize_crop.m (141, 2013-04-20)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\PaxHeader\annotations.m (121, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\PaxHeader\annotation_list.m (141, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\PaxHeader\create_poselet_procrustes_dist.m (141, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\PaxHeader\enroll_dataset_images.m (121, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\PaxHeader\example (141, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\PaxHeader\extract_patches_of_poselets.m (141, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\PaxHeader\generate_annotations.m (121, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\PaxHeader\image_file.m (121, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\PaxHeader\imcrop_with_padding.m (141, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\PaxHeader\person_config.m (121, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\PaxHeader\read_annotations.m (141, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\PaxHeader\segs_file.m (141, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\PaxHeader\transform_resize_crop.m (179, 2013-04-20)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\PaxHeader\write_annotations.m (141, 2013-04-08)
poselets_matlab_april2013\poselets_matlab_april2013\detector\annotation_tools\person_config.m (6795, 2013-04-08)
... ...
This folder contains self-sufficient Matlab code to demonstrate the H3D dataset and detection using poselets.
For H3D demo please run demo_annotation_tools.m
For poselet demo please run demo_poselets.
(You may need to rebuild mex_imresize inside poselet_detection directory for your platform)
The code achieves AP of 4***1 on PASCAL VOC 2007 (47.02 with the old PASCAL AP measurement algorithm)
The code is distributed with non-commercial license. Please see the associated license file.
For questions or comments please email Lubomir Bourdev at lubomir.bourdev@gmail.com
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