Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

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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 completed

Project description

Download the project description in a pdf file

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 (8)
  1. 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
  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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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

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