Rice大学的的压缩感知资源： http://dsp.rice.edu/cs
理论方面的代表人物：
David Donoho; Emmanuel Candes;Terence Tao
Compressive Sensing资源主页：
Compressive Sensing Listing：http://igorcarron.googlepages.com/cslisting
国内资源
一、引论与综述
1 石光明，刘丹华，高大化，刘哲，林杰，王良君，压缩感知理论及其研究进展，http://www.cqvip.com/qk/90131x/200905/30412489.html
2 李树涛，魏丹，压缩传感综述，http://www.aas.net.cn/qikan/manage/wenzhang/2008-0751.pdf
3 喻玲娟，谢晓春，压缩感知理论简介，http://d.wanfangdata.com.cn/Periodical_dsjs200812005.aspx
4 沙威，压缩传感引论，http://www.eee.hku.hk/~wsha/Freecode/Files/Compressive_Sensing.pdf
5 Dai Qi and Wei E.I. Sha, The Physics of Compressive Sensing and the Gradient-Based Recovery Algorithms,http://arxiv.org/abs/0906.1487
二、理论分析与观测矩阵
1 方红，章权兵，韦穗，基于非常稀疏随机投影的图像重建方法，http://d.wanfangdata.com.cn/Periodical_jsjgcyyy200722008.aspx
2 方红，章权兵，韦穗，基于亚高斯随机投影的图像重建方法，http://d.wanfangdata.com.cn/Periodical_jsjyjyfz200808016.aspx
3 Lianlin Li, Yin Xiang, and Fang Li, Theoretical Analysis of Compressive Sensing via Random Filter,http://arxiv.org/abs/0811.0152
4 Xiao Z. Wang and Wei E.I. Sha, Random Sampling Using Shannon Interpolation and Poisson Summation Formulae, http://arxiv.org/abs/0909.2292
三、恢复算法
1 方红，章权兵，韦穗，改进的后退型最优正交匹配追踪图像重建方法，http://d.wanfangdata.com.cn/Periodical_hnlgdxxb200808005.aspx
2 傅迎华，可压缩传感重构算法与近似QR分解，http://epub.cnki.net/grid2008/detail.aspx?filename=JSJY200809033&dbname=CJFQ2008
3 Lianlin Li and Fang Li, Novel Algorithm for Sparse Solutions to Linear Inverse Problems with Multiple Measurements, http://arxiv.org/abs/0905.3245
4 Lianlin Li and Fang Li, A Novel Algorithm for Compressive Sensing: Iteratively Reweighed Operator Algorithm (IROA) , http://arxiv.org/abs/0903.4939
5 Yin Xiang, Lianlin Li, Fang Li, Compressive sensing by white random convolution, http://arxiv.org/abs/0909.2737v1
6 范晓维，刘哲，刘灿，分块可压缩传感的图像重构模型，http://dlib.cnki.net/kns50/detail.aspx?QueryID=17&CurRec=1
7 谢志鹏，迭代式正交匹配追踪及稀疏解，
http://epub.cnki.net/grid2008/detail.aspx?filename=WXYJ200910015&dbname=CJFD2009
8 张慧，成礼智，A~-线性Bregman迭代算法，http://epub.cnki.net/grid2008/detail.aspx?filename=JSSX201001010&dbname=CJFDTEMP
四、信号与图像处理
1 李波，谢杰镇，王博亮，基于压缩传感理论的数据重建，http://epub.cnki.net/grid2008/detail.aspx?filename=WJFZ200905006&dbname=CJFQTEMP
2 宋琳，曹吉海，基于随机滤波的雷达信号采样和目标重建方法，http://d.wanfangdata.com.cn/Periodical_kjdb200813014.aspx
3 Jianwei Ma, Compressed sensing by inverse scale space and curvelet thresholding,http://dsp.rice.edu/files/cs/Iss_Curvelet.pdf
4 Wen Tang, Jianwei Ma, and Felix J. Herrmann, Optimized compressed sensing for curvelet-based seismic data reconstruction, http://dsp.rice.edu/files/cs/OPCRSI3.pdf
5 Jianwei Ma, Improved iterative curvelet thresholding for compressed sensing,http://dsp.rice.edu/files/cs/ISTcs2.pdf
6 Gerlind Plonka and Jianwei Ma, Curvelet-wavelet regularized split bregman iteration for compressed sensing,http://www.uni-due.de/~hm0029/pdfs/SPB_IST7.pdf
7 练秋生，郝鹏鹏，基于压缩传感和代数重建法的CT图像重建，http://epub.cnki.net/grid2008/detail.aspx?filename=GXJS200903029&dbname=CJFQ2009
8 方红，王年，章权兵，韦穗，基于稀疏贝叶斯学习的图像重建方法，http://d.wanfangdata.com.cn/Periodical_zgtxtxxb-a200906009.aspx
9 刘丹华，石光明，周佳社，高大化，吴家骥，基于Compressed Sensing框架的图像多描述编码方法，http://epub.cnki.net/grid2008/detail.aspx?filename=HWYH200904013&dbname=CJFDTEMP
10 刘长红，杨扬，陈勇，基于压缩传感的手写字符识别方法，http://epub.cnki.net/grid2008/detail.aspx?filename=JSJY200908017&dbname=CJFDTEMP
11 练秋生，高彦彦，陈书贞，基于两步迭代收缩法和复数小波的压缩传感图像重构，http://d.wanfangdata.com.cn/Periodical_yqyb200907017.aspx
12 刘兆霆，何劲，刘中，基于压缩感知的高分辨频率估计，http://dlib.cnki.net/kns50/detail.aspx?QueryID=90&CurRec=1
13 侯颖妮，李道京，洪文，基于稀疏阵列和压缩感知理论的艇载雷达运动目标成像研究，http://dlib.cnki.net/kns50/detail.aspx?QueryID=90&CurRec=2
14 李林，孔令富，练秋生，基于轮廓波维纳滤波的图像压缩传感重构，http://epub.cnki.net/grid2008/detail.aspx?filename=YQXB200910008&dbname=CJFD2009
15 李鹏飞，刘红，程鸿，一种单检测器图像信号检测系统的设计，http://epub.cnki.net/grid2008/detail.aspx?filename=ZDYB200908023&dbname=CJFD2009
16 李昌利，欠定盲源分离的稀疏分量分析方法，http://epub.cnki.net/grid2008/detail.aspx?filename=SHDX200904017&dbname=CJFD2009
17 X. Qu, X. Cao, D. Guo, C. Hu, and Z. Chen, Combined sparsifying transforms for compressed sensing MRI,http://scitation.aip.org/getabs/servlet/GetabsServlet?prog=normal&id=ELLEAK000046000002000121000001&idtype=cvips&gifs=Yes&ref=no
18 郭海燕，杨震，基于近似KLT域的语音信号压缩感知，http://epub.cnki.net/grid2008/detail.aspx?filename=DZYX200912032&dbname=CJFDTEMP
19 Jianwei Ma, Compressed sensing for surface characterization and metrology, IEEE Transactions on Instrumentation and Measurement, 2009, to appear.
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5272200&tag=1
20 Gang Tang, R. Shahidi, Jianwei Ma, Felix Herrmann, Two dimensional stochastic sampling schemes for curvelet based seismic data recovery, Geophysical Prospecting, revised submitted, 2009.
http://slim.eos.ubc.ca/index.php?module=articles&func=display&catid=18&aid=296
21 Jianwei Ma, Compressed sensing by iterative thresholding of geometric wavelets: a comparing study, Int. J. Wavelet, Multiresolution and Information Process., 2009, to appear.
22 郭军伟，应用CS理论实现同步采样压缩成像，http://chineseoptics.net.cn/qikan/manage/wenzhang/1674-2915(2009)06-0525-06.pdf
23 李杰，程旺宗，基于压缩传感的背景差分方法研究，http://epub.cnki.net/grid2008/detail.aspx?filename=DNZS201002068&dbname=CJFDTEMP
24 苏晓园，练秋生，基于迭代收缩法和三维复数小波的视频压缩传感重构，http://epub.cnki.net/grid2008/detail.aspx?filename=GDGC201002023&dbname=CJFDTEMP
25 赵瑞珍，刘晓宇，LI ChingChung，SCLABASSI Robert J，孙民贵，基于稀疏表示的小波去噪，http://epub.cnki.net/grid2008/detail.aspx?filename=PZKX201001005&dbname=CJFDTEMP
五、物理、化学、与其它
1 Lianlin Li, Wenji Zhang, and Fang Li, Compressive Diffraction Tomography for Weakly Scattering,http://arxiv.org/abs/0904.2695
2 Lianlin Li, Wenji Zhang, Yin Xiang, and Fang Li, The Design of Compressive Sensing Filter,http://arxiv.org/abs/0811.2637
3 Lianlin Li, Wenji Zhang, and Yin Xiang, The Design of Sparse Antenna Array, http://arxiv.org/abs/0811.0705
4 Jianwei Ma and Francois-Xavier Le Dimet, Deblurring from highly incomplete measurements for remote sensing,http://dsp.rice.edu/files/cs/CS_Deblurring.pdf
5 Jianwei Ma, Single-pixel remote sensing, http://dsp.rice.edu/files/cs/GRSL.pdf
6 肖龙帅，黄华，夏建刚，李灵，压缩传感方位估计，http://epub.cnki.net/grid2008/detail.aspx?filename=TXJS200911070&dbname=CJFD2009
7 杨璋，程旺宗，基于CS理论的LFM信号DOA估计，
http://epub.cnki.net/grid2008/detail.aspx?filename=JSYJ200912066&dbname=CJFDTEMP
8 汪振兴，杨涛，胡波，基于互信息的分布式贝叶斯压缩感知，
http://epub.cnki.net/grid2008/detail.aspx?filename=ZKJD200910009&dbname=CJFD2009
9 Jianwei Ma, A single-pixel imaging system for remote sensing using two-step iterative curvelet thresholding, IEEE Geoscience and Remote Sensing Letters, 2009, 6 (4), 676-680
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5159504&tag=1
10 程旺宗，王建英，尹忠科，谭亲林，一种DOA估计新方法，http://d.wanfangdata.com.cn/Periodical_jsjyyyj200910101.aspx
11 陈书贞，张亚静，练秋生，OFDM系统中基于压缩传感理论的信道估计算法，http://epub.cnki.net/grid2008/detail.aspx?filename=XXCN201001031&dbname=CJFDTEMP
12 余慧敏，方广有，压缩感知理论在探地雷达三维成像中的应用，http://epub.cnki.net/grid2008/detail.aspx?filename=DZYX201001005&dbname=CJFDTEMP
13 Hu海峰，杨震，无线传感器网络中基于空间相关性的分布式压缩感知，http://epub.cnki.net/grid2008/detail.aspx?filename=NJYD200906002&dbname=CJFD2009
14 张先玉，刘郁林，王开，超宽带通信压缩感知信道估计与信号检测方法，http://epub.cnki.net/grid2008/detail.aspx?filename=XAJT201002017&dbname=CJFDTEMP
15 屈乐乐，黄琼，方广有，基于压缩感知的频率步进探地雷达成像算法，http://epub.cnki.net/grid2008/detail.aspx?filename=XTYD201002020&dbname=CJFDTEMP
六、博客分享
1 李廉林，http://to-cs.blog.sohu.com/
2 马坚伟，http://www.dynamics.tsinghua.edu.cn/dynctr/faculty/teacher.asp?id=36
3 桂冠，http://guiuestc.blog.sohu.com/
4 刘翼鹏，http://hi.baidu.com/yipengliu/blog
5 沙威，http://spaces.msn.com/waveletlegend
6.南京大学杨俊锋 http://maths.nju.edu.cn/~jfyang/indexc.html
七、程序与软件包
1 正交匹配算法为信号重建，沙威，http://www.eee.hku.hk/~wsha/Freecode/Files/CS_OMP.rar
2 图像压缩传感通过正交匹配追踪和正交小波变换，沙威，http://www.eee.hku.hk/~wsha/Freecode/Files/Wavelet_OMP.zip