Zmiana języka

Projects search

Cognitive Hierarchical Active Partitions

2012/05/D/ST6/03091

Keywords

Descriptors

  • ST6_11: Uczenie maszynowe, statystyczne przetwarzanie danych i zastosowanie w przetwarzaniu sygnałów
  • ST6_7: Sztuczna inteligencja, systemy inteligentne i wieloagentowe

Panel

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

Host institution

Politechnika Łódzka, Wydział Fizyki Technicznej, Informatyki i Matematyki Stosowanej

Voivodeship: łódzkie

Other projects carried out by the institution »

Principal investigator (from the host institution)

dr Arkadiusz Tomczyk

Number of co-investigators in the project: 10

Call

SONATA 3 – announced on 2012-03-15

Amount awarded
467 145 PLN
Project start date
2013-02-04
Project end date
2017-08-03
Project duration
54 months (the same as in the proposal)
Project status
Project settled

Equipment purchased [PL]

  1. Serwer obliczeniowy GPU wraz z urządzeniem UPS.
  2. Serwer obliczeniowy.. Cost: 30 000 PLN
  3. Serwer produkcyjny.. Cost: 7 000 PLN
  4. Urzędzenie UPS.. Cost: 5 000 PLN

Information in the final report

Publication in academic press/journals (5)

  1. Ear Detection Using Convolutional Neural Network on Graphs with Filter Rotation

    Authors:
    Arkadiusz Tomczyk, Piotr S. Szczepaniak
    Academic press:
    Sensors (year: 2019, volume: 19, pages: 5510), Publisher: MDPI
    Status:
    Published
    DOI:
    10.3390/s19245510 – link to the publication

  2. Automatic Identification of Local Features Representing Image Content with the Use of Convolutional Neural Networks

    Authors:
    Paweł Tarasiuk, Arkadiusz Tomczyk, Bartłomiej Stasiak
    Academic press:
    Applied Sciences (year: 2020, volume: 10, pages: 5186), Publisher: MDPI
    Status:
    Published
    DOI:
    10.3390/app10155186 – link to the publication

  3. Application of Convolutional Neural Networks with Anatomical Knowledge for Brain MRI Analysis in MS Patients

    Authors:
    Bartłomiej Stasiak, Paweł Tarasiuk, Izabela Michalska, Arkadiusz Tomczyk
    Academic press:
    Bulletin of the Polish Academy of Sciences, Technical Scences (year: 2018, volume: 66, pages: 857-868), Publisher: De Gruyter
    Status:
    Published
    DOI:
    10.24425/bpas.2018.125933 – link to the publication

  4. Detection of Line Segments

    Authors:
    Arkadiusz Tomczyk
    Academic press:
    Journal of Applied Computer Science (year: 2014, volume: 22, pages: 81-90), Publisher: Technical University Press, Lodz, Poland
    Status:
    Published

  5. Potential Contour Ensembles

    Authors:
    Arkadiusz Tomczyk
    Academic press:
    Schedae Informaticae (year: 2015, volume: 24, pages: 113-121), Publisher: Jagiellonian University Press, Cracow, Poland
    Status:
    Published
    DOI:
    10.4467/20838476SI.15.011.3033 – link to the publication

Articles in post-conference publications (2)

  1. Localization of Demyelinating Plaques in MRI using Convolutional Neural Networks

    Authors:
    Bartłomiej Stasiak, Paweł Tarasiuk, Izabela Michalska, Arkadiusz Tomczyk, Piotr Szczepaniak
    Conference:
    4th International Conference on BIOIMAGING (year: 2017, pages: 55-64), Publisher: SCITEPRESS
    Date:
    conference 21.02.2017-23-02.2017
    Status:
    Published

  2. Localization of Neuron Nucleuses in Microscopy Images with Convolutional Neural Networks

    Authors:
    Arkadiusz Tomczyk, Bartłomiej Stasiak, Paweł Tarasiuk, Anna Gorzkiewicz, Anna Walczewska, Piotr Szczepaniak
    Conference:
    5th International Conference on BIOIMAGING (year: 2018, pages: 188-196), Publisher: SCITEPRESS
    Date:
    conference 19.01.2018-21-01.2018
    Status:
    Published

Book publications / chapters in book publications (7)

  1. From Pattern Recognition to Image Understanding

    Authors:
    Piotr Szczepaniak, Arkadiusz Tomczyk
    Book:
    Artificial Intelligence and Soft Computing, 16th International Conference, ICAISC 2017, Zakopane, Poland, June 11-15, 2017, Proceedings, Part I, Lecture Notes in Computer Science (year: 2017, volume: 10245, pages: 591-602), Publisher: Springer, Cham
    Status:
    Published

  2. Method of Pattern Detection in Mammographic Images

    Authors:
    Jagoda Lazarek, Piotr S. Szczepaniak, Arkadiusz Tomczyk
    Book:
    Intelligent Systems in Technical and Medical Diagnostics, Advances in Intelligent Systems and Computing (year: 2014, volume: 230, pages: 235-245), Publisher: Springer, Berlin, Heidelberg
    Status:
    Published

  3. Knowledge Based Active Partition Approach for Heart Ventricle Recognition

    Authors:
    Arkadiusz Tomczyk, Piotr S. Szczepaniak
    Book:
    Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, Advances in Intelligent Systems and Computing (year: 2017, volume: 578, pages: 286-297), Publisher: Springer
    Status:
    Published

  4. Detection of Elongated Structures with Hierarchical Active Partitions and CEC-Based Image Representation

    Authors:
    Arkadiusz Tomczyk, Przemysław Spurek, Michał Podgorski, Krzysztof Misztal, Jacek Tabor
    Book:
    Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, Advances in Intelligent Systems and Computing (year: 2015, volume: 403, pages: 159-168), Publisher: Springer, Cham
    Status:
    Published

  5. Object Localization Using Active Partitions and Structural Description

    Authors:
    Mateusz Jadczyk, Arkadiusz Tomczyk
    Book:
    Artificial Intelligence and Soft Computing, 14th International Conference, ICAISC 2015, Zakopane, Poland, June 14-18, 2015, Proceedings, Part I, Lecture Notes in Computer Science (year: 2015, volume: 9119, pages: 727-736), Publisher: Springer, Cham
    Status:
    Published

  6. Active Partitions in Localization of Semantically Important Image Structures

    Authors:
    Arkadiusz Tomczyk
    Book:
    Bridging the Semantic Gap in Image and Video Analysis, Intelligent Systems Reference Library (year: 2018, volume: 145, pages: 51-72), Publisher: Springer
    Status:
    Published

  7. Convolutional Neural Network Based Segmentation of Demyelinating Plaques in MRI

    Authors:
    Bartłomiej Stasiak, Paweł Tarasiuk, Izabela Michalska, Arkadiusz Tomczyk, Piotr Szczepaniak
    Book:
    Biomedical Engineering Systems and Technologies, Communications in Computer and Information Science (year: 2018, volume: 881, pages: 163-188), Publisher: Springer, Cham
    Status:
    Published

« New search

Graphic design and implementation: Jakub Piotrowski