Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

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F+E: Enchancing Perception through the Integration of Frame and Event Cameras

2024/53/N/ST6/04254

Keywords:

frame cameras event cameras deep neural networks multimodality embedded platforms

Descriptors:

  • ST6_07:
  • ST6_08:
  • ST6_02:

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

woj. małopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

Kamil Andrzej Jeziorek 

Number of co-investigators in the project: 2

Call: PRELUDIUM 23 - announced on 2024-03-21

Amount awarded: 200 080 PLN

Project start date (Y-m-d): 2025-01-27

Project end date (Y-m-d): 2028-01-26

Project duration:: 36 months (the same as in the proposal)

Project status: Pending project

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

  • Articles in post-conference publications (3)
  1. Learning from noise: enhancing DNNs for event-based vision through controlled noise injection
    Authors:
    Marcin KOWALCZYK, Kamil JEZIOREK, Tomasz KRYJAK
    Conference:
    2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (rok: 2025, tom: 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), strony: 5092-5102), Wydawca: IEEE
    Data:
    konferencja 11-12 June 2025
    Status:
    Published
    DOI:
    10.1109/CVPRW67362.2025.00504 - link to the publication
  2. Self-supervised event representations: towards accurate, real-time perception on SoC FPGAs
    Authors:
    Kamil JEZIOREK, Tomasz KRYJAK
    Conference:
    Real-time Processing of Image, Depth, and Video Information 2025 (Proceedings of SPIE, Volume 13526) (rok: 2025, tom: SPIE Optics + Optoelectronics 2025, strony: 1352602-1), Wydawca: SPIE
    Data:
    konferencja 7–10 April 2025
    Status:
    Published
    DOI:
    10.1117/12.3056056 - link to the publication
  3. Hardware-aware Graph Neural Networks prunning for embedded event-based vision
    Authors:
    Piotr WZOREK, Kamil JEZIOREK, Tomasz KRYJAK
    Conference:
    2025 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA) (rok: 2025, tom: 2025 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), strony: 182-187), Wydawca: IEEE
    Data:
    konferencja 17-19 September 2025
    Status:
    Published
    DOI:
    10.23919/SPA65537.2025.11215154 - link to the publication

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