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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Methods for real-time object detection and tracking based on 3D map analysis and semi-supervised learning

2014/15/B/ST6/02808

Keywords:

Image analysis and recognition real-time systems soft computing GPGPU

Descriptors:

  • ST6_8: Computer graphics, image processing, computer vision, multimedia, computer games
  • ST7_9: Man-machine interfaces

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, Wydział Informatyki, Elektroniki i Telekomunikacji

woj. małopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Bogdan Kwolek 

Number of co-investigators in the project: 6

Call: OPUS 8 - announced on 2014-09-15

Amount awarded: 576 000 PLN

Project start date (Y-m-d): 2015-07-15

Project end date (Y-m-d): 2019-01-14

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

Project status: Project settled

Equipment purchased [PL]

  1. kamery (4 szt.) (24 844 PLN)
  2. kamery multispektralne (90 000 PLN)
  3. Laptop (14 993 PLN)
  4. Wieloprocesorowy komputer osobisty z wysokowydajną kartą graficzną (22 260 PLN)

Information in the final report

  • Publication in academic press/journals (7)
  • Articles in post-conference publications (14)
  1. Fuzzy inference-based fall detection using kinect and body-worn accelerometer
    Authors:
    Bogdan Kwolek, Michal Kepski
    Academic press:
    Applied Soft Computing (rok: 2016, tom: 40, strony: 305-318), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.asoc.2015.11.031 - link to the publication
  2. Reconstruction of 3D human motion in real-time using particle swarm optimization with GPU-accelerated fitness function
    Authors:
    Bogdan Kwolek, Boguslaw Rymut
    Academic press:
    Journal of Real-Time Image Processing (rok: 2018, tom: -, strony: 45309), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s11554-018-0825-5 - link to the publication
  3. Calibrated and Synchronized Multi-View Video and Motion Capture Dataset for Evaluation of Gait Recognition
    Authors:
    Bogdan Kwolek, Agnieszka Michalczuk, Tomasz Krzeszowski, Adam Switonski, Henryk Josinski, Konrad Wojciechowski
    Academic press:
    Multimedia Tools and Applications (rok: 2019, tom: 78, strony: 23), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s11042-019-07945-y - link to the publication
  4. Event-driven system for fall detection using body-worn accelerometer and depth sensor
    Authors:
    Michal Kepski, Bogdan Kwolek
    Academic press:
    IET Computer Vision (rok: 2018, tom: 12, strony: 48-58), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1049/iet-cvi.2017.0119 - link to the publication
  5. Recognition of action dynamics in fencing using multimodal cues
    Authors:
    Filip Malawski, Bogdan Kwolek
    Academic press:
    Image and Vision Computing (rok: 2018, tom: 75, strony: 45301), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.imavis.2018.04.005 - link to the publication
  6. Gait recognition on the basis of markerless motion tracking and DTW transform
    Authors:
    Adam Switonski; Tomasz Krzeszowski; Henryk Josinski; Bogdan Kwolek; Konrad Wojciechowski
    Academic press:
    IET Biometrics (rok: 2018, tom: 7, strony: 8), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1049/iet-bmt.2017.0134 - link to the publication
  7. Improving Multimodal Action Representation with Joint Motion History Context
    Authors:
    Filip Malawski, Bogdan Kwolek
    Academic press:
    Journal of Visual Communication and Image Representation (rok: 2019, tom: 61, strony: 12420), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.jvcir.2019.03.026 - link to the publication
  1. Learning Siamese Features for Finger Spelling Recognition
    Authors:
    Bogdan Kwolek, Shinji Sako
    Conference:
    International Conference on Advanced Concepts for Intelligent Vision Systems (rok: 2017, ), Wydawca: Springer
    Data:
    konferencja 18-21.09.2017
    Status:
    Published
    DOI:
    link to the publication
  2. Plane-Based Humanoid Robot Navigation and Object Model Construction for Grasping
    Authors:
    Pavel Gritsenko, Igor Gritsenko, Askar Seidakhmet, Bogdan Kwolek
    Conference:
    Computer Vision -- ECCV 2018 Workshops (rok: 2019, ), Wydawca: Springer
    Data:
    konferencja 8-14.09.2018
    Status:
    Published
    DOI:
    link to the publication
  3. Real-Time Action Detection and Analysis in Fencing Footwork
    Authors:
    Filip Malawski, Bogdan Kwolek
    Conference:
    40th International Conference on Telecommunications and Signal Processing (TSP) (rok: 2017, ), Wydawca: IEEE
    Data:
    konferencja 5-7 July
    Status:
    Published
    DOI:
    link to the publication
  4. Convolutional Neural Network-Based Action Recognition on Depth Maps
    Authors:
    Jacek Trelinski, Bogdan Kwolek
    Conference:
    International Conference on Computer Vision and Graphics (rok: 2018, ), Wydawca: Springer
    Data:
    konferencja 17-19.09.2018
    Status:
    Published
    DOI:
    link to the publication
  5. GAN-Based Data Augmentation for Visual Finger Spelling Recognition
    Authors:
    Bogdan Kwolek
    Conference:
    The 11th International Conference on Machine Vision (rok: 2018, ), Wydawca: SPIE
    Data:
    konferencja November 1-3
    Status:
    Published
  6. Marker-Less 3D Human Motion Capture in Real-Time Using Particle Swarm Optimization with GPU-Accelerated Fitness Function
    Authors:
    Bogdan Kwolek, Boguslaw Rymut
    Conference:
    The 9th International Conference on Image and Graphics (ICIG) (rok: 2017, ), Wydawca: Springer, vol. 10668
    Data:
    konferencja 13 - 15.09.2017
    Status:
    Published
    DOI:
    link to the publication
  7. Fall Detection Using Body-Worn Accelerometer and Depth Maps Acquired by Active Camera
    Authors:
    Michal Kepski, Bogdan Kwolek
    Conference:
    The 11th International Conference on Hybrid Artificial Intelligence Systems (rok: 2016, ), Wydawca: Springer
    Data:
    konferencja 18 - 20.04.2016
    Status:
    Published
    DOI:
    link to the publication
  8. Hand Posture Recognition Using Convolutional Neural Network
    Authors:
    Dennis Núñez Fernández, Bogdan Kwolek
    Conference:
    22nd Iberoamerican Congress on Pattern Recognition (CIARP) (rok: 2017, ), Wydawca: Springer
    Data:
    konferencja 7–10.11.2017
    Status:
    Published
    DOI:
    link to the publication
  9. Scene Recognition for Indoor Localization of Mobile Robots Using Deep CNN
    Authors:
    Piotr Wozniak, Hadha Afrisal, Rigel Galindo Esparza, Bogdan Kwolek
    Conference:
    International Conference on Computer Vision and Graphics (rok: 2018, ), Wydawca: Springer
    Data:
    konferencja 17-19.09.2018
    Status:
    Published
  10. Classification of basic footwork in fencing using accelerometer
    Authors:
    Filip Malawski, Bogdan Kwolek
    Conference:
    2016 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja wrzesien
    Status:
    Published
    DOI:
    link to the publication
  11. Embedded system for fall detection using body-worn accelerometer and depth sensor
    Authors:
    Michal Kepski, Bogdan Kwolek
    Conference:
    Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (rok: 2015, ), Wydawca: IEEE
    Data:
    konferencja wrzesień
    Status:
    Published
    DOI:
    link to the publication
  12. Plane Object-Based High-Level Map Representation for SLAM
    Authors:
    Pavel Gritsenko, Igor Gritsenko, Askar Seidakhmet, Bogdan Kwolek
    Conference:
    International Conference on Computer Vision and Graphics (rok: 2018, ), Wydawca: Springer
    Data:
    konferencja 17-19.09.2018
    Status:
    Published
  13. Recognition of JSL Finger Spelling Using Convolutional Neural Networks
    Authors:
    Hana Hosoe, Sako Shinji, Bogdan Kwolek
    Conference:
    IAPR International Conference on Machine Vision Applications (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 8.05 - 12.06.2016
    Status:
    Published
    DOI:
    link to the publication
  14. Person Re-Identification Using Multi-region Triplet Convolutional Network
    Authors:
    Bogdan Kwolek
    Conference:
    Proceedings of the 11th International Conference on Distributed Smart Cameras (rok: 2017, ), Wydawca: ACM
    Data:
    konferencja September 05 - 07, 2017
    Status:
    Published
    DOI:
    link to the publication

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