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[资源] 压缩感知书籍Compressed Sensing Theory and Applications

本书共12章。附件1为原始文件，12章都在里面
1. Introduction to compressed sensing Mark A. Davenport, Marco F. Duarte, Yonina C. Eldar and Gitta Kutyniok;
2. Second generation sparse modeling: structured and collaborative signal analysis Alexey Castrodad, Ignacio Ramirez, Guillermo Sapiro, Pablo Sprechmann and Guoshen Yu;
3. Xampling: compressed sensing of analog signals Moshe Mishali and Yonina C. Eldar;
4. Sampling at the rate of innovation: theory and applications Jose Antonia Uriguen, Yonina C. Eldar, Pier Luigi Dragotta and Zvika Ben-Haim;
5. Introduction to the non-asymptotic analysis of random matrices Roman Vershynin;
6. Adaptive sensing for sparse recovery Jarvis Haupt and Robert Nowak;
7. Fundamental thresholds in compressed sensing: a high-dimensional geometry approach Weiyu Xu and Babak Hassibi;
8. Greedy algorithms for compressed sensing Thomas Blumensath, Michael E. Davies and Gabriel Rilling;
9. Graphical models concepts in compressed sensing Andrea Montanari;
10. Finding needles in compressed haystacks Robert Calderbank, Sina Jafarpour and Jeremy Kent;
11. Data separation by sparse representations Gitta Kutyniok;
12. Face recognition by sparse representation Arvind Ganesh, Andrew Wagner, Zihan Zhou, Allen Y. Yang, Yi Ma and John Wright.

cover.jpg[ Last edited by yyiu1199 on 2013-10-27 at 10:32 ]

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附件 1 : Compressed+Sensing+Theory.rar

2013-10-27 10:26:58, 23.41 M

附件 2 : Chapter_01_Introduction_to_Compressed.pdf

2013-10-27 10:28:10, 819.18 K

附件 3 : Chapter_02_Second_generation_sparse_modeling_structured_and_collaborative_signal_analysis.pdf

2013-10-27 10:28:17, 2.69 M

附件 4 : Chapter_03_Xampling_Compressed_Sensing_of_Analog_Signals.pdf

2013-10-27 10:28:28, 5.89 M

附件 5 : Chapter_04_Sampling_at_the_Rate_of_Innovation_Theory_and_Applications.pdf

2013-10-27 10:28:43, 2.72 M

附件 6 : Chapter_05_Introduction_to_the_non-asymptotic_analysis_of_random_matrices.pdf

2013-10-27 10:28:51, 651.76 K

附件 7 : Chapter_06_Adaptive_Sensing_for_Sparse_Recovery.pdf

2013-10-27 10:28:57, 1.09 M

附件 8 : Chapter_07_Fundamental_thresholds_in_compressed_sensing_a_high_dimensional_geometry_approach.pdf

2013-10-27 10:29:05, 2.67 M

附件 9 : Chapter_08_Greedy_algorithms_for_compressed_sensing.pdf

2013-10-27 10:29:13, 3 M

附件 10 : Chapter_09_Graphical_Models_Concepts_in_Compressed_Sensing.pdf

2013-10-27 10:29:24, 540.11 K

附件 11 : Chapter_10_Finding_needles_in_compressed_haystacks.pdf

2013-10-27 10:29:34, 3.16 M

附件 12 : Chapter_11_Data_Separation_by_Sparse_Representations.pdf

2013-10-27 10:29:45, 937.4 K

附件 13 : Chapter_12_Face_recognition_by_sparse_representation.pdf

2013-10-27 10:29:57, 3.11 M

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