IOTFS
所属分类：图形图像处理
开发工具：matlab
文件大小：8297KB
下载次数：8
上传日期：2015-11-26 10:29:13
上 传 者：
西门吹雪
说明： 一个新的数学和算法框架的无监督图像分割。描述了一个灵活的分割框架，利用现有的工作，非负矩阵分解和图像去卷积。合成纹理的马赛克和真正的组织学图像。
(Unsupervised image of a new mathematical and algorithmic framework segmentation. It describes a flexible framework segmentation, use of the existing work, NMF and image deconvolution. Synthetic texture mosaics and real histology images.)
文件列表:
Images as occlusions of textures a framework for segmentation\Code\Deconv\Parametric\deconv_voronoi.m (3167, 2013-11-20)
Images as occlusions of textures a framework for segmentation\Code\example.m (1897, 2013-12-12)
Images as occlusions of textures a framework for segmentation\Code\Factor\imlocalhistogram.m (967, 2013-01-24)
Images as occlusions of textures a framework for segmentation\Code\Factor\nmf.m (2201, 2013-12-03)
Images as occlusions of textures a framework for segmentation\Code\main.m (6303, 2013-12-03)
Images as occlusions of textures a framework for segmentation\Code\make_params.m (1034, 2013-11-20)
Images as occlusions of textures a framework for segmentation\Code\Quantize\color_k_means.m (786, 2013-07-04)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\10_gt.png (639, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\10_mos.png (7352, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\11_gt.png (710, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\11_mos.png (7295, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\12_gt.png (731, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\12_mos.png (7253, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\13_gt.png (736, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\13_mos.png (7317, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\14_gt.png (577, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\14_mos.png (6852, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\15_gt.png (679, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\15_mos.png (7410, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\16_gt.png (566, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\16_mos.png (6476, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\17_gt.png (730, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\17_mos.png (7497, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\18_gt.png (489, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\18_mos.png (7560, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\19_gt.png (631, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\19_mos.png (7432, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\1_gt.png (580, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\1_mos.png (6938, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\20_gt.png (578, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\20_mos.png (7313, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\21_gt.png (599, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\21_mos.png (7210, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\22_gt.png (720, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\22_mos.png (7351, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\23_gt.png (600, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\23_mos.png (7254, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\24_gt.png (665, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\24_mos.png (6880, 2013-06-10)
Images as occlusions of textures a framework for segmentation\Images\Bimagic\25_gt.png (681, 2013-06-10)
... ...
This is the code for the paper:
M. T. McCann, D. G. Mixon, M. C. Fickus, C. A. Castro, J. A. Ozolek, and J. Kovacevic, "Images as occlusions of random textures: A framework for segmentation," IEEE Trans. Image Process., 2013, submitted.
For examples of how to run it, look at Code/example.m
The Images/ directory holds the datasets from the paper.
To report bugs, make comments, or ask questions, contact Michael McCann, mtmccann@cmu.edu
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