Deep Learning Meets Sparse Regularization: A signal processing perspective

被引:5
|
作者
Parhi R. [1 ]
Nowak R.D. [2 ]
机构
[1] École Polytechnique Fédérale de Lausanne, Biomedical Imaging Group, Lausanne
[2] University of Wisconsin-Madison, Electrical Engineering, Madison, 53706, WI
关键词
Compendex;
D O I
10.1109/MSP.2023.3286988
中图分类号
学科分类号
摘要
[No abstract available]
引用
收藏
页码:63 / 74
页数:11
相关论文
共 50 条
  • [31] Entropy Algorithms Using Deep Learning for Signal Processing
    Jeon, Gwanggil
    ENTROPY, 2023, 25 (01)
  • [32] ULTRASOUND SIGNAL PROCESSING: FROM MODELS TO DEEP LEARNING
    Luijten, Ben
    Chennakeshava, Nishith
    Eldar, Yonina C.
    Mischi, Massimo
    VAN Sloun, Ruud J. G.
    ULTRASOUND IN MEDICINE AND BIOLOGY, 2023, 49 (03): : 677 - 698
  • [33] Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement: An overview from a signal processing perspective
    Akcakaya, Mehmet
    Yaman, Burhaneddin
    Chung, Hyungjin
    Ye, Jong Chul
    IEEE SIGNAL PROCESSING MAGAZINE, 2022, 39 (02) : 28 - 44
  • [34] Applied mathematics meets signal processing
    Mallat, S
    CHALLENGES FOR THE 21ST CENTURY, 2000, : 138 - 161
  • [35] SIGNAL AND NOISE PROCESSING ALGORITHMS REGULARIZATION
    RODIMOV, AP
    POPOVSKY, VV
    GLUSHANKOV, EI
    RADIOTEKHNIKA I ELEKTRONIKA, 1983, 28 (10): : 2069 - 2071
  • [36] The regularization processing of signal deconvolution in photoacoustic signal recovery
    Song, Zhiyuan
    Su, Yixiong
    Lu, Tao
    Zhang, Fan
    Wang, Ruikang K.
    OPTICS IN TISSUE ENGINEERING AND REGENERATIVE MEDICINE, 2007, 6439
  • [37] Multi-Signal Classification Using Deep Learning and Sparse Arrays
    Shebert, Samuel R.
    Amin, Moeness G.
    Kirk, Benjamin H.
    Buehrer, R. Michael
    2022 IEEE MILITARY COMMUNICATIONS CONFERENCE (MILCOM), 2022,
  • [38] Deep Learning Based Sparse Array Design for Emitter Signal Isolations
    Juretus, Kyle
    Hamza, Syed Ali
    Amin, Moeness
    BIG DATA VI: LEARNING, ANALYTICS, AND APPLICATIONS, 2024, 13036
  • [39] An approach of regularization parameter estimation for sparse signal recovery
    Zheng, Chundi
    Li, Gang
    Zhang, Hao
    Wang, Xiqin
    2010 IEEE 10TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS (ICSP2010), VOLS I-III, 2010, : 385 - 388
  • [40] Sparse regularization-based ultrasound signal deconvolution
    Wen, Q.-N., 1600, Univ. of Electronic Science and Technology of China (42):