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[资源]
压缩感知书籍Compressed Sensing Theory and Applications
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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 2 : Chapter_01_Introduction_to_Compressed.pdf
- 附件 3 : Chapter_02_Second_generation_sparse_modeling_structured_and_collaborative_signal_analysis.pdf
- 附件 4 : Chapter_03_Xampling_Compressed_Sensing_of_Analog_Signals.pdf
- 附件 5 : Chapter_04_Sampling_at_the_Rate_of_Innovation_Theory_and_Applications.pdf
- 附件 6 : Chapter_05_Introduction_to_the_non-asymptotic_analysis_of_random_matrices.pdf
- 附件 7 : Chapter_06_Adaptive_Sensing_for_Sparse_Recovery.pdf
- 附件 8 : Chapter_07_Fundamental_thresholds_in_compressed_sensing_a_high_dimensional_geometry_approach.pdf
- 附件 9 : Chapter_08_Greedy_algorithms_for_compressed_sensing.pdf
- 附件 10 : Chapter_09_Graphical_Models_Concepts_in_Compressed_Sensing.pdf
- 附件 11 : Chapter_10_Finding_needles_in_compressed_haystacks.pdf
- 附件 12 : Chapter_11_Data_Separation_by_Sparse_Representations.pdf
- 附件 13 : Chapter_12_Face_recognition_by_sparse_representation.pdf
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