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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Representation of dynamic 3D scenes using the Atomic Shapes Network model

2011/03/D/ST6/03753

Keywords:

3D representation 3D reconstruction Dynamic Bayesian Networks parametrized shapes

Descriptors:

  • ST6_4: Formal methods, foundations of computer science, including theoretical computer science, quantum algorithms
  • ST6_8: Computer graphics, image processing, computer vision, multimedia, computer games
  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)

Panel:

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

Host institution :

INSTYTUT INFORMATYKI TEORETYCZNEJ I STOSOWANEJ PAN

woj. śląskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr Przemysław Głomb 

Number of co-investigators in the project: 7

Call: SONATA 2 - announced on 2011-09-15

Amount awarded: 552 264 PLN

Project start date (Y-m-d): 2012-09-03

Project end date (Y-m-d): 2016-03-02

Project duration:: 42 months (the same as in the proposal)

Project status: Project settled

Equipment purchased [PL]

  1. Kamera hiperspektralna (120 000 PLN)

Information in the final report

  • Publication in academic press/journals (10)
  • Articles in post-conference publications (6)
  • Book publications / chapters in book publications (2)
  1. Hyperspectral Endmember Identification with a Combination of Gibbs Sampling and Geometrical Evaluation
    Authors:
    Przemysław Głomb, Michał Cholewa, Michał Romaszewski
    Academic press:
    IEEE Geoscience and Remote Sensing Letters (rok: 2016, tom: -, strony: -), Wydawca: IEEE
    Status:
    Submitted
    DOI:
    brak - link to the publication
  2. Locality sensitive hubness-aware nearest neighbour classifier with application to hyperspectral data
    Authors:
    Michał Romaszewski, Przemysław Głomb, Michał Cholewa
    Academic press:
    Pattern Recognition Letters (rok: 2016, tom: -, strony: -), Wydawca: Elsevier
    Status:
    Submitted
    DOI:
    brak - link to the publication
  3. Quantum image classification using principal component analysis
    Authors:
    Mateusz Ostaszewski, Przemysław Sadowski, Piotr Gawron
    Academic press:
    Theoretical and Applied Informatics (rok: 2015, tom: 27(1), strony: 45303), Wydawca: IITiS PAN
    Status:
    Published
    DOI:
    10.20904/271001 - link to the publication
  4. Two-stage multiparameter Bag-of-Words classification enhanced with Tree Augmented Naive Bayes for image classification
    Authors:
    Michał Cholewa, Przemysław Głomb
    Academic press:
    Expert Systems with Applications (rok: 2016, tom: -, strony: -), Wydawca: Elsevier
    Status:
    Submitted
    DOI:
    brak - link to the publication
  5. Ensemble approach to visual object detection from small number of training samples
    Authors:
    Michał Cholewa, Przemysław Głomb
    Academic press:
    Pattern Recognition Letters (rok: 2016, tom: -, strony: -), Wydawca: Elsevier
    Status:
    Submitted
    DOI:
    brak - link to the publication
  6. Optimizing Markov Random Field-based Hyperspectral Classification with Spatial Statistics
    Authors:
    Przemysław Głomb
    Academic press:
    IEEE Transactions on Geoscience and Remote Sensing (rok: 2016, tom: -, strony: -), Wydawca: IEEE
    Status:
    Submitted
    DOI:
    brak - link to the publication
  7. Dimensionality reduction of dynamic mesh animations using HO-SVD
    Authors:
    Michał Romaszewski, Piotr Gawron, Sebastian Opozda
    Academic press:
    Journal of Artificial Intelligence and Soft Computing Research (rok: 2014, tom: 3 (4), strony: 277–289), Wydawca: Polish Neural Network Society
    Status:
    Published
    DOI:
    10.2478/jaiscr-2014-0020 - link to the publication
  8. Quantum hidden Markov models based on transition operation matrices
    Authors:
    Michał Cholewa, Piotr Gawron, Przemysław Głomb, Dariusz Kurzyk
    Academic press:
    Quantum Information Processing (rok: 2017, tom: 16, strony: 101-), Wydawca: Springer US
    Status:
    Published
    DOI:
    10.1007/s11128-017-1544-8 - link to the publication
  9. Semi-supervised hyperspectral classification from a small number of training samples using a co-training approach
    Authors:
    Michał Romaszewski, Przemysław Głomb, Michał Cholewa
    Academic press:
    ISPRS Journal of Photogrammetry and Remote Sensing (rok: 2016, tom: 121, strony: 60-76), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.isprsjprs.2016.08.011 - link to the publication
  10. A Spatial-Spectral Disagreement-Based Sample Selection for Hyperspectral Data Classification
    Authors:
    Michał Cholewa, Przemysław Głomb, Michał Romaszewski
    Academic press:
    IEEE Geoscience and Remote Sensing Letters (rok: 2017, tom: -, strony: -), Wydawca: IEEE
    Status:
    Submitted
    DOI:
    brak - link to the publication
  1. Natural human gestures classification using multisensor data
    Authors:
    Michał Cholewa, Przemysław Głomb
    Conference:
    3rd IAPR Asian Conference on Pattern Recognition (rok: 2015, ), Wydawca: IEEE
    Data:
    konferencja 3-6.11
    Status:
    Published
  2. Parameter Estimation for HOSVD-based Approximation of Temporally Coherent Mesh Sequences
    Authors:
    Michał Romaszewski, Przemysław Głomb
    Conference:
    11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (rok: 2016, ), Wydawca: INSTICC - Institute for Systems and Technologies of Information, Control and Communication
    Data:
    konferencja 27-29.02
    Status:
    Published
  3. Quantum Hidden Markov Models based on Transition Operation Matrices
    Authors:
    Michał Cholewa, Piotr Gawron, Przemysław Głomb, Dariusz Kurzyk
    Conference:
    QBNETWORKS (rok: 2016, ), Wydawca: ICFO-The Institute of Photonic Sciences
    Data:
    konferencja 30.03-1.04
    Status:
    Published
  4. Two Stage SVM Classification for Hyperspectral Data
    Authors:
    Michał Cholewa, Przemysław Głomb
    Conference:
    5th International Conference on Pattern Recognition Applications and Methods (rok: 2016, ), Wydawca: INSTICC - Institute for Systems and Technologies of Information, Control and Communication
    Data:
    konferencja 24-26.02
    Status:
    Published
  5. Performance of Interest Point Descriptors on Hyperspectral Images
    Authors:
    Przemysław Głomb, Michał Cholewa
    Conference:
    11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (rok: 2016, ), Wydawca: INSTICC - Institute for Systems and Technologies of Information, Control and Communication
    Data:
    konferencja 27-29.02
    Status:
    Published
  6. Improving the quality of mesh simplification with texture saliency measurement
    Authors:
    Przemysław Sporysz, Przemysław Głomb
    Conference:
    4th International Conference on Image Processing Theory, Tools and Applications (rok: 2014, ), Wydawca: IEEE
    Data:
    konferencja 14-17.10.2014
    Status:
    Published
    DOI:
    link to the publication
  1. Experimental evaluation of selected approaches to covariance matrix regularization
    Authors:
    Przemysław Głomb, Michał Cholewa
    Book:
    Artificial Intelligence and Soft Computing: 14th International Conference, ICAISC 2015, Zakopane, Poland, June 14-18, 2014, Proceedings (rok: 2015, tom: -, strony: 391-404), Wydawca: Springer Berlin Heidelberg
    Status:
    Published
    DOI:
    link to the publication
  2. Surface Mixture Models for the Optimization of Object Boundary Representation
    Authors:
    Przemysław Głomb, Arkadiusz Sochan
    Book:
    Artificial Intelligence and Soft Computing, Lecture Notes in Computer Science (rok: 2014, tom: 8467, strony: 703-714), Wydawca: Springer International Publishing
    Status:
    Published
    DOI:
    link to the publication

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