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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Detection and Recognition of Nonverbal Indicators of Deception

2012/07/B/ST6/01227

Keywords:

computer vision image processing detection of facial chacteristic points facial expression recognition

Descriptors:

  • 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)
  • ST6_10: Web and information systems, database systems, internet technologies, including information retrieval and digital libraries

Panel:

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

Host institution :

Politechnika Śląska, Wydział Automatyki, Elektroniki i Informatyki

woj. śląskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Bogdan Smołka 

Number of co-investigators in the project: 8

Call: OPUS 4 - announced on 2012-09-15

Amount awarded: 790 000 PLN

Project start date (Y-m-d): 2013-07-11

Project end date (Y-m-d): 2017-01-10

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

Project status: Project settled

Equipment purchased [PL]

  1. Frame grabber. (22 000 PLN)
  2. Obiektyw f = 35.0 mm. (4 500 PLN)
  3. System oświetlenia ciągłego oparty na diodach LED. (12 000 PLN)
  4. Obiektyw f = 25.0 mm. (4 500 PLN)
  5. Komputer przenośny. (22 000 PLN)
  6. Profesjonalny statyw kamery szybkoklatkowej. (4 000 PLN)
  7. Kamera szybkoklatkowa. (55 000 PLN)
  8. Monitor. (9 000 PLN)
  9. Sieciowy System do archiwizacji danych (NAS). (12 000 PLN)
  10. Wysokowydajna stacja obliczeniowa.
  11. Wysokowydajna stacja robocza. (40 000 PLN)

Information in the final report

  • Publication in academic press/journals (5)
  • Articles in post-conference publications (13)
  • Book publications / chapters in book publications (5)
  1. Emotion recognition from facial images using binary face relevance maps
    Authors:
    T. Herud, M. Kawulok, B. Smolka
    Academic press:
    Studia Informatica (rok: 2015, tom: vol. 36, no. 4, strony: 29-41), Wydawca: Politechnika Śląska
    Status:
    Published
    DOI:
    10.21936/si2015_v36.n4.741 - link to the publication
  2. Hybrid adaptation for detecting skin in color images
    Authors:
    M. Kawulok, J. Kawulok, J. Nalepa, B. Smolka
    Academic press:
    Intelligent Data Analysis (rok: 2016, tom: vol. 20, no. s1, strony: S121-S139), Wydawca: IOS Press
    Status:
    Published
    DOI:
    10.3233/IDA-160850 - link to the publication
  3. Optimal Classification Method for Smiling vs Neutral Facial Display Recognition
    Authors:
    K. Nurzyńska., B. Smolka
    Academic press:
    Journal of Medical Informatics and Technologies, ISSN: 1642-6037 (rok: 2014, tom: 23, strony: 87-94), Wydawca: Uniwersytet Śląski
    Status:
    Published
    DOI:
    brak - link to the publication
  4. Self-adaptive algorithm for segmenting skin regions
    Authors:
    M. Kawulok, J. Kawulok, J. Nalepa, B. Smolka
    Academic press:
    EURASIP Journal on Advances in Signal Processing (rok: 2014, tom: 2014:170, strony: 170), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1186/1687-6180-2014-170 - link to the publication
  5. Smiling and neutral facial display recognition with local binary patterns operator
    Authors:
    K. Nurzynska, B. Smolka
    Academic press:
    Journal of Medical Imaging and Health Informatics (rok: 2015, tom: -, strony: 1374-1382), Wydawca: American Scientific Publishers
    Status:
    Published
    DOI:
    10.1166/jmihi.2015.1541 - link to the publication
  1. Power LBP: A novel texture operator for smiling and neutral facial display classification.
    Authors:
    B. Smolka, K. Nurzynska
    Conference:
    International Conference on Computational Science, ICCS 2015 (rok: 2015, ), Wydawca: Procedia Computer Science, Elsevier
    Data:
    konferencja 1-3 June, 2015
    Status:
    Published
  2. Automated Recognition of Facial Expressions Authenticity
    Authors:
    K. Radlak, B. Smolka
    Conference:
    ACM International Conference on Multimodal Interaction, ICMI 2016 (rok: 2016, ), Wydawca: ACM
    Data:
    konferencja 12-16.11.2016
    Status:
    Published
  3. Gaze direction estimation from static images
    Authors:
    K. Radlak, M. Kawulok, B. Smolka, and N. Radlak
    Conference:
    IEEE International Workshop on Multimedia Signal Processing (MMSP 2014) (rok: 2014, ), Wydawca: IEEE
    Data:
    konferencja 22-24 Sept. 2014
    Status:
    Published
  4. Smile Veracity Recognition using 3D Texture Features for Image Sequence Processing
    Authors:
    K. Nurzynska, B. Smolka
    Conference:
    IEEE Signal Processing Algorithms, Architectures, Arrangements, and Applications (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 21-23.09.2016
    Status:
    Published
  5. Spontaneous Smile Detection with Application of Landmark Points Supported by Visual Indications
    Authors:
    K. Nurzynska, B. Smolka
    Conference:
    5th International Conference on Signal, Image Processing and Pattern Recognition, Zurich, Switzerland (rok: 2017, ), Wydawca: AIRCC Digital Library
    Data:
    konferencja January 2-3, 2017
    Status:
    Published
  6. High Dimensional Local Binary Patterns for Facial Expression Recognition in the Wild
    Authors:
    K. Radlak, B. Smolka
    Conference:
    18th Mediterranean Electrotechnical Conference (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 18-20 April
    Status:
    Published
  7. Recognition between smiling and neutral facial display with power LBP operator
    Authors:
    K. Nurzynska, B. Smolka
    Conference:
    EUROCON 2015 - International Conference on Computer as a Tool (rok: 2015, ), Wydawca: IEEE
    Data:
    konferencja 8-11 September 2015
    Status:
    Published
  8. Silesian Deception Database: Presentation and Analysis
    Authors:
    K. Radlak, M. Bozek, B. Smolka
    Conference:
    Proceedings of the 2015 ACM on Workshop on Multimodal Deception Detection (rok: 2015, ), Wydawca: ACM New York, NY, USA
    Data:
    konferencja 9-13 Novemeber, 2015
    Status:
    Published
  9. Visualization Enhancement of Segmented Images Using Genetic Algorithm
    Authors:
    K. Radlak, B. Smolka
    Conference:
    International Conference on Multimedia Computing and Systems (ICMCS), 2014 (rok: 2014, ), Wydawca: IEEE
    Data:
    konferencja 14-16 April 2014
    Status:
    Published
  10. Static posed versus genuine smile recognition
    Authors:
    K. Radlak, N. Radlak, B. Smolka
    Conference:
    International Conference on Computer Recognition Systems (rok: 2017, ), Wydawca: Springer
    Data:
    konferencja 22-24.05.2017
    Status:
    Accepted for publication
  11. Eye Blink Detection Using Local Binary Patterns
    Authors:
    K. Malik, B. Smolka
    Conference:
    4th International Conference on Multimedia Computing and Systems, (ICMCS'14) (rok: 2014, ), Wydawca: IEEE
    Data:
    konferencja 14-16 April 2014
    Status:
    Published
  12. Smile Veracity Recognition using LBP Features for Image Sequence Processing
    Authors:
    K. Nurzynska, B. Smolka
    Conference:
    IEEE 2nd International Conference on System Informatics, Modelling, and Simulation (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 1-3.06.2016
    Status:
    Published
  13. Influence of Nonverbal Component on Credibility Assessment in High Stakes Situations
    Authors:
    M. Bozek, B. Smolka
    Conference:
    The Asian Conference on Psychology & the Behavioral Sciences 2015 (rok: 2015, ), Wydawca: The International Academic Forum
    Data:
    konferencja 26-29 March, 2015
    Status:
    Published
  1. In search of truth: Analysis of smile intensity dynamics to detect deception , pp..
    Authors:
    M. Kawulok, J. Nalepa, K. Nurzynska, B. Smolka
    Book:
    Advances in Artificial Intelligence - IBERAMIA 2016; Lecture Notes in Computer Science (rok: 2016, tom: vol. 10022, strony: 325–337), Wydawca: Springer International Publishing
    Status:
    Published
  2. Self-Adaptive Skin Segmentation in Color Images
    Authors:
    M. Kawulok, J. Kawulok, J. Nalepa, B. Smolka
    Book:
    Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, Lecture Notes in Computer Science (rok: 2014, tom: 8827, strony: 96-103), Wydawca: Springer
    Status:
    Published
  3. PCA application in classification of smiling and neutral facial displays
    Authors:
    K. Nurzyńska, B. Smolka
    Book:
    Communications in Computer and Information Science, (ISSN 1865-0929), 2015 (rok: 2015, tom: 521, strony: 398-407), Wydawca: Springer International Publishing
    Status:
    Published
  4. Facial displays description schemas for smiling vs. neutral emotion recognition.
    Authors:
    K. Nurzynska, B. Smolka
    Book:
    Lecture Notes in Artificial Intelligence (rok: 2015, tom: 9119, strony: 594-605), Wydawca: Springer
    Status:
    Published
  5. SNiP - Smile - Neutral facial display Intensity Predictor
    Authors:
    K. Nurzynska, B. Smolka
    Book:
    Proceedings of the 5th Eccomas Thematic Conference on Computational Vision and Medical Image Processing (VipIMAGE 2015, Tenerife, Spain, October 19-21, 2015) (rok: 2015, tom: xxx, strony: 347-353), Wydawca: Taylor & Francis Group, London
    Status:
    Published

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