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Information on the principal investigator and host institution

Information of the project and the call

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Single-pixel imaging in real time - application of machine learning methods to image reconstruction and analysis.

2019/35/D/ST7/03781

Keywords:

single-pixel camera compressive sensing machine learning image processing real-time imaging

Descriptors:

  • ST7_007:
  • ST7_005:
  • ST6_007:

Panel:

ST7 - Systems and communication engineering: electronics, communication, optoelectronics

Host institution :

Uniwersytet Warszawski, Wydział Fizyki

woj. mazowieckie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr Anna Katarzyna Pastuszczak 

Number of co-investigators in the project: 3

Call: SONATA 15 - announced on 2019-09-16

Amount awarded: 676 800 PLN

Project start date (Y-m-d): 2020-09-30

Project end date (Y-m-d): 2025-09-29

Project duration:: 60 months (the same as in the proposal)

Project status: Project settled

Project description

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Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Information in the final report

  • Publication in academic press/journals (3)
  • Articles in post-conference publications (4)
  1. High-Resolution Single-Pixel Imaging of Spatially Sparse Objects: Real-Time Imaging in the Near-Infrared and Visible Wavelength Ranges Enhanced with Iterative Processing or Deep Learning
    Authors:
    Rafał Stojek, Anna Pastuszczak, Potr Wróbel, Magdalena Cwojdzińska, Kacper Sobczak, Rafał Kotyński
    Academic press:
    Sensors (rok: 2024, tom: 24, strony: 8139), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/s24248139 - link to the publication
  2. Differential real-time single-pixel imaging with Fourier domain regularization: applications to VIS-IR imaging and polarization imaging
    Authors:
    Anna Pastuszczak, Rafał Stojek, Piotr Wróbel, and Rafał Kotyński
    Academic press:
    Optics Express (rok: 2021, tom: 29, strony: 26685-26700), Wydawca: Optica Publishing Group
    Status:
    Published
    DOI:
    10.1364/OE.433199 - link to the publication
  3. Single pixel imaging at high pixel resolutions
    Authors:
    Rafał Stojek, Anna Pastuszczak, Piotr Wróbel, Rafał Kotyński
    Academic press:
    Optics Express (rok: 2022, tom: 30, strony: 22730-22745), Wydawca: Optica Publishing Group
    Status:
    Published
    DOI:
    10.1364/OE.460025 - link to the publication
  1. Single-Pixel Imaging at High Pixel-Resolutions with Nonuniform Sampling Patterns
    Authors:
    Rafał Stojek; Anna Pastuszczak; Piotr Wróbel; Rafał Kotyński
    Conference:
    2024 24th International Conference on Transparent Optical Networks (ICTON) (rok: 2024, tom: 24th International Conference on Transparent Optical Networks (ICTON), strony: 46026), Wydawca: IEEE
    Data:
    konferencja 14-18 Lipca 2024
    Status:
    Published
    DOI:
    10.1109/ICTON62926.2024.10648178 - link to the publication
  2. Image-free object classification from compressive single-pixel measurements
    Authors:
    Magdalena Kopczyńska, Anna Pastuszczak
    Conference:
    Proc. SPIE 13698, Photonics, Devices, and Systems IX (rok: 2025, tom: Photonics Prague 2025, 2025, Prague, Czech Republic, strony: 136980O), Wydawca: SPIE
    Data:
    konferencja 9-11 czerwca 2025
    Status:
    Published
    DOI:
    10.1117/12.3072941 - link to the publication
  3. Single pixel imaging at high resolution with sampling based on image maps
    Authors:
    Anna Pastuszczak; Rafał Stojek; Piotr Wróbel; Rafał Kotyński
    Conference:
    2024 International Workshop on the Theory of Computational Sensing and its Applications to Radar, Multimodal Sensing and Imaging (CoSeRa) (rok: 2024, tom: 2024 International Workshop on the Theory of Computational Sensing and its Applications to Radar, Multimodal Sensing and Imaging (CoSeRa 2024), strony: 86-90), Wydawca: IEEE
    Data:
    konferencja 18-20 września 2024
    Status:
    Published
    DOI:
    10.1109/CoSeRa60846.2024.10720372 - link to the publication
  4. Single-pixel imaging of temporally dynamic scenes enhanced with deep learning
    Authors:
    Anna Pastuszczak, Magdalena Cwojdzińska
    Conference:
    Proc. SPIE 13698, Photonics, Devices, and Systems IX (rok: 2025, tom: Photonics Prague 2025, 2025, Prague, Czech Republic, strony: 1369804), Wydawca: SPIE
    Data:
    konferencja 9-11 czerwca 2025
    Status:
    Published
    DOI:
    10.1117/12.3072084 - link to the publication

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