Compressed Sensing for THz Imaging

Abstract

High resolution THz imaging often involves the use of mechanical scanning techniques since multi-pixel THz cameras are still an emerging technology. One promising alternative approach to realize high resolution THz imaging without mechanical scanning is the use of so called single-pixel cameras.

Cosip (SPP1798 Priority Program)

Compressed sensing for terahertz body scanners at SPP1798 Priority Program

Bilinear Compressed Sensing Webpage at SPP1798 Priority Program

Related Publications

  1. Martin Reiche and Peter Jung, “DeepInit Phase Retrieval,” jul 2020.
    [BibTeX] [URL]

    @article{Reiche:deepinit:2020,
      author = {Reiche, Martin and Jung, Peter},
      title = {DeepInit Phase Retrieval},
      year = {2020},
      url = {http://arxiv.org/abs/2007.08214}
    }
    
  2. Sven Augustin, Peter Jung, Sven Frohmann and Heinz-Wilhelm Hubers, “Terahertz Dynamic Aperture Imaging at Standoff Distances Using a Compressed Sensing Protocol,” IEEE Transactions on Terahertz Science and Technology, vol. 9, no. 4, pp. 364-372, jul 2019.
    [BibTeX] [URL]

    @article{Augustin2019,
      author = {Augustin, Sven and Jung, Peter and Frohmann, Sven and Hubers, Heinz-Wilhelm},
      title = {Terahertz Dynamic Aperture Imaging at Standoff Distances Using a Compressed Sensing Protocol},
      journal = {IEEE Transactions on Terahertz Science and Technology},
      year = {2019},
      volume = {9},
      number = {4},
      pages = {364--372},
      url = {http://arxiv.org/abs/1902.07935 https://ieeexplore.ieee.org/document/8709738/},
      doi = {http://doi.org/10.1109/TTHZ.2019.2915640}
    }
    
  3. S. Augustin, P. Jung, S. Frohmann and H.-W. Hubers, “Optically initiated spatial modulation of THz radiation at far-field distances using a Compressed Sensing protocol,” in 2019 44th International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz), pp. 1-2, sep 2019.
    [BibTeX] [URL]

    @inproceedings{Augustin:irmmw19,
      author = {Augustin, S. and Jung, P. and Frohmann, S. and Hubers, H.-W.},
      title = {Optically initiated spatial modulation of THz radiation at far-field distances using a Compressed Sensing protocol},
      booktitle = {2019 44th International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)},
      publisher = {IEEE},
      year = {2019},
      pages = {1--2},
      url = {https://ieeexplore.ieee.org/document/8874151/},
      doi = {http://doi.org/10.1109/IRMMW-THz.2019.8874151}
    }
    
  4. Martin Burger, Janic Föcke, Lukas Nickel, Peter Jung and Sven Augustin, “Reconstruction Methods in THz Single-Pixel Imaging,” pp. 263-290, mar 2019.
    [BibTeX] [URL]

    @incollection{burger:csa2017,
      author = {Burger, Martin and Föcke, Janic and Nickel, Lukas and Jung, Peter and Augustin, Sven},
      title = {Reconstruction Methods in THz Single-Pixel Imaging},
      booktitle = {Compressed Sensing and Applications},
      publisher = {Springer},
      year = {2019},
      pages = {263--290},
      url = {http://arxiv.org/abs/1903.08893 https://rd.springer.com/chapter/10.1007/978-3-319-73074-5_9 http://link.springer.com/10.1007/978-3-319-73074-5_9},
      doi = {http://doi.org/10.1007/978-3-319-73074-5_9}
    }
    
  5. S. Augustin, P. Jung, S. Frohmann, Z. Szollmann and W. H. Hübers, “0.35 THz Dynamic Aperture Far-Field Imaging using a Several 10k Pixel THz-SLM,” in The International Society of Infrared, Millimeter, and Terahertz Waves (IRMMW18), 2018.
    [BibTeX]

    @inproceedings{Augustin:irmmw18,
      author = {Augustin, S. and Jung, P. and Frohmann, S. and Szollmann, Z. and Hübers, W. H.},
      title = {0.35 THz Dynamic Aperture Far-Field Imaging using a Several 10k Pixel THz-SLM},
      booktitle = {The International Society of Infrared, Millimeter, and Terahertz Waves (IRMMW18)},
      year = {2018}
    }
    
  6. Sven Augustin, Sven Frohmann, Peter Jung and Heinz-Wilhelm Hübers, “Mask Responses for Single-Pixel Terahertz Imaging,” Scientific Reports, vol. 8, no. 1, pp. 4886, dec 2018.
    [BibTeX] [URL]

    @article{Augustin:srep18,
      author = {Augustin, Sven and Frohmann, Sven and Jung, Peter and Hübers, Heinz-Wilhelm},
      title = {Mask Responses for Single-Pixel Terahertz Imaging},
      journal = {Scientific Reports},
      year = {2018},
      volume = {8},
      number = {1},
      pages = {4886},
      url = {http://www.nature.com/articles/s41598-018-23313-6},
      doi = {http://doi.org/10.1038/s41598-018-23313-6}
    }
    
  7. S. Augustin, W. H. Hübers and P. Jung, “Compressive Imaging Using an Optically Controllable 0.35 THz Single-Pixel Camera,” in 2nd German Terahertz Conference, 2017.
    [BibTeX]

    @inproceedings{Augustin:dtz17,
      author = {Augustin, S. and Hübers, W. H. and Jung, P.},
      title = {Compressive Imaging Using an Optically Controllable 0.35 THz Single-Pixel Camera},
      booktitle = {2nd German Terahertz Conference},
      year = {2017}
    }
    
  8. S. Augustin, Z. Szollmann, P. Jung and H.W. Hübers, “Breaking Imaging Limits using Dithering Masks in 0.35 Terahertz Single-Pixel Imaging,” 2017.
    [BibTeX] [URL]

    @inproceedings{Augustin:icassp18,
      author = {Augustin, S. and Szollmann, Z. and Jung, P. and Hübers, H.W.},
      title = {Breaking Imaging Limits using Dithering Masks in 0.35 Terahertz Single-Pixel Imaging},
      year = {2017},
      url = {https://arxiv.org/abs/1711.02995}
    }
    
  9. S. Augustin, S. Frohmann, P. Jung and H.-W. Hübers, “An optically controllable 0.35 THz single-pixel camera for millimeter resolution imaging,” in The International Society of Infrared, Millimeter, and Terahertz Waves (IRMMW17), 2017.
    [BibTeX]

    @inproceedings{Augustin:irmmw17,
      author = {Augustin, S. and Frohmann, S. and Jung, P. and Hübers, H.-W.},
      title = {An optically controllable 0.35 THz single-pixel camera for millimeter resolution imaging},
      booktitle = {The International Society of Infrared, Millimeter, and Terahertz Waves (IRMMW17)},
      year = {2017},
      doi = {http://doi.org/10.1109/IRMMW-THz.2017.8066996}
    }
    
  10. S. Augustin, P. Jung and W. H. Hübers, “Towards real-world THz imaging with optically controllable single-pixel cameras,” in Optical Terahertz Science and Technology (OTST), 2017.
    [BibTeX]

    @inproceedings{Augustin:otst17,
      author = {Augustin, S. and Jung, P. and Hübers, W. H.},
      title = {Towards real-world THz imaging with optically controllable single-pixel cameras},
      booktitle = {Optical Terahertz Science and Technology (OTST)},
      year = {2017}
    }
    
  11. S. Augustin, J. Hieronymus, P. Jung and W. H. Hübers, “Compressed Sensing in a Fully Non-Mechanical 350 GHz Imaging Setting,” Journal of Infrared, Millimeter, and Terahertz Waves, vol. 36, no. 5, pp. 496-512, 2015.
    [BibTeX] [URL]

    @article{Augustin2015,
      author = {Augustin, S. and Hieronymus, J. and Jung, P. and Hübers, W. H.},
      title = {Compressed Sensing in a Fully Non-Mechanical 350 GHz Imaging Setting},
      journal = {Journal of Infrared, Millimeter, and Terahertz Waves},
      year = {2015},
      volume = {36},
      number = {5},
      pages = {496--512},
      url = {http://link.springer.com/article/10.1007/s10762-014-0141-5},
      doi = {http://doi.org/10.1007/s10762-014-0141-5}
    }