Přejít na obsah

Publikace

Detail publikace

Citace

Campr Pavel and Herbig Milan and Vaněk Jan and Psutka Josef : Sports Video Classification in Continuous TV Broadcasts . The 12th IEEE International Conference on Signal Processing (ICSP'14), HangZhou China, 2014.

Abstrakt

This paper is focused on classification of video footages or continuous TV broadcasts by its content. The examined classification categories were either general (talk shows, sports, movie, cartoon...) or specific (summer and winter Olympic sports). At first, each frame of the video is classified separately. It is shown that the results are more accurate and robust when the per-frame results are filtered in time domain. The main part of the paper deals with selection of robust image features and classifiers. It is shown that simple feature extractors are surpassed by more complex features based on convolutional neural networks.

Detail publikace

Název: Sports Video Classification in Continuous TV Broadcasts
Autor: Campr Pavel ; Herbig Milan ; Vaněk Jan ; Psutka Josef
Název - česky: Sports Video Classification in Continuous TV Broadcasts
Jazyk publikace: anglicky
Rok vydání: 2014
Typ publikace: Stať ve sborníku
Název časopisu / knihy: The 12th IEEE International Conference on Signal Processing (ICSP'14)
DOI: 10.1109/ICOSP.2014.7015083
Místo vydání: HangZhou China
/ 2015-02-16 13:31:49 /

Klíčová slova

Sports Classification, Topic Classification, Computer Vision, Convolutional Neural Networks, Multimedia Processing

BibTeX

@INPROCEEDINGS{CamprPavel_2014_SportsVideo,
 author = {Campr Pavel and Herbig Milan and Van\v{e}k Jan and Psutka Josef},
 title = {Sports Video Classification in Continuous TV Broadcasts},
 year = {2014},
 journal = {The 12th IEEE International Conference on Signal Processing (ICSP'14)},
 address = {HangZhou China},
 doi = {10.1109/ICOSP.2014.7015083},
 url = {http://www.kky.zcu.cz/en/publications/CamprPavel_2014_SportsVideo},
}