BPJDL-CVPR
所属分类:图形图像处理
开发工具:matlab
文件大小:8930KB
下载次数:36
上传日期:2015-03-20 15:19:38
上 传 者:
zengkun301
说明: beta过程+稀疏表示,做单帧超分辨率重建
(single imagle super-resolution by beta process)
文件列表:
BPJDL (0, 2013-10-16)
BPJDL\backprojection.m (560, 2013-09-03)
BPJDL\BPJDL (0, 2013-10-16)
BPJDL\BPJDL\BPJDL_Gibbs.m (4040, 2013-10-16)
BPJDL\BPJDL\BPJDL_Init.m (674, 2013-10-16)
BPJDL\BPJDL\BPJDL_sample_DZS.m (2913, 2013-10-16)
BPJDL\BPJDL\BPJDL_sample_g_eps.m (337, 2013-10-16)
BPJDL\BPJDL\BPJDL_sample_g_s.m (473, 2013-10-16)
BPJDL\BPJDL\BPJDL_sample_Pi.m (232, 2013-10-16)
BPJDL\Compute_NLM_Matrix.m (2081, 2013-09-04)
BPJDL\compute_rmse.m (293, 2011-01-13)
BPJDL\Data (0, 2013-10-12)
BPJDL\Data\high (0, 2013-09-03)
BPJDL\Data\high\1.bmp (252776, 2012-02-24)
BPJDL\Data\high\2.bmp (230390, 2012-02-24)
BPJDL\Data\high\3.bmp (196662, 2011-01-11)
BPJDL\Data\high\4.bmp (196664, 2011-10-17)
BPJDL\Data\high\5.bmp (292094, 2012-02-24)
BPJDL\Data\low (0, 2013-09-03)
BPJDL\Data\low\1.bmp (63234, 2012-02-24)
BPJDL\Data\low\2.bmp (57638, 2012-02-24)
BPJDL\Data\low\3.bmp (49206, 2012-02-24)
BPJDL\Data\low\4.bmp (49206, 2012-02-24)
BPJDL\Data\low\5.bmp (73362, 2012-02-24)
BPJDL\Data\Training (0, 2013-10-12)
BPJDL\Data\Training\c11.bmp (194280, 2011-10-27)
BPJDL\Data\Training\c12.bmp (234440, 2011-10-27)
BPJDL\Data\Training\c2.bmp (294968, 2011-10-27)
BPJDL\Data\Training\c3.bmp (194348, 2011-10-27)
BPJDL\Data\Training\c4.bmp (294968, 2011-10-27)
BPJDL\Data\Training\c5.bmp (242708, 2011-10-27)
BPJDL\Data\Training\c7.bmp (202492, 2011-10-27)
BPJDL\Data\Training\c8.bmp (157584, 2011-10-27)
BPJDL\Data\Training\c9.bmp (184956, 2011-10-27)
BPJDL\Data\Training\s3_5_high.bmp (215154, 2012-02-24)
BPJDL\Dictionary (0, 2013-10-16)
BPJDL\Dictionary\D_7_771_s2.mat (6056530, 2012-11-04)
BPJDL\dict_learn.m (1578, 2013-10-16)
BPJDL\example_dict_learn.m (1299, 2013-10-16)
BPJDL\example_sr.m (3023, 2013-10-12)
... ...
Super-Resolution test code using beta process joint dictionary learning
v1, 10/15/2013
Dictionary learning example: example_dict_learn.m
Super resolution test example: example_sr.m
Training data: Data\Training
Test data:
Input: Data\low
Ground truth: Data\high
reference paper:
Li He, Hairong Qi, Russell Zaretzki,
"Beta Process Joint Dictionary Learning for Coupled Feature Spaces with Application to Single Image Super-Resolution", CVPR 2013
Contact:
Li He
University of Tennessee, Knoxville
lhe4@utk.edu
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