Projects funded by the NCN


Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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Image segmentation methods integrating texture analysis and deformable models

2017/25/N/ST6/01849

Keywords:

image segmentation deformable models texture analysis GPGPU

Descriptors:

  • ST6_8: Computer graphics, image processing, computer vision, multimedia, computer games
  • ST6_6: Algorithms, parallel, distributed and network algorithms, algorithmic game theory

Panel:

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

Host institution :

Politechnika Białostocka, Wydział Informatyki

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Other projects carried out by the institution 

Principal investigator (from the host institution):

Daniel Reska 

Number of co-investigators in the project: 2

Call: PRELUDIUM 13 - announced on 2017-03-15

Amount awarded: 150 200 PLN

Project start date (Y-m-d): 2018-01-30

Project end date (Y-m-d): 2023-01-29

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

Project status: Project settled

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.

Equipment purchased [PL]

  1. Akcelerator GPU (35 000 PLN)

Information in the final report

  • Publication in academic press/journals (3)
  1. GPU-accelerated Lung CT Segmentation Based on Level Sets and Texture Analysis
    Authors:
    Daniel Reska, Marek Krętowski
    Academic press:
    Scientific Reports , Wydawca: Nature Portfolio
    Status:
    Submitted
  2. GPU-accelerated image segmentation based on level sets and multiple texture features
    Authors:
    Daniel Reska, Marek Krętowski
    Academic press:
    Multimedia Tools and Applications (rok: 2021, tom: 80 (4), strony: 5087-5109), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s11042-020-09911-5 - link to the publication
  3. Multi-Resolution Texture-Based 3D Level Set Segmentation
    Authors:
    Daniel Reska, Marek Krętowski
    Academic press:
    IEEE Access (rok: 2020, tom: 8, strony: 143294-143305), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2020.3014075 - link to the publication