A Review and Comparison of Measures for Automatic Video Surveillance Systems. (20th October 2008)
- Record Type:
- Journal Article
- Title:
- A Review and Comparison of Measures for Automatic Video Surveillance Systems. (20th October 2008)
- Main Title:
- A Review and Comparison of Measures for Automatic Video Surveillance Systems
- Authors:
- Baumann, Axel
Boltz, Marco
Ebling, Julia
Koenig, Matthias
Loos, Hartmut S.
Merkel, Marcel
Niem, Wolfgang
Warzelhan, Jan Karl
Yu, Jie - Other Names:
- Cavallaro Andrea Academic Editor.
- Abstract:
- Abstract : Today's video surveillance systems are increasingly equipped with video content analysis for a great variety of applications. However, reliability and robustness of video content analysis algorithms remain an issue. They have to be measured against ground truth data in order to quantify the performance and advancements of new algorithms. Therefore, a variety of measures have been proposed in the literature, but there has neither been a systematic overview nor an evaluation of measures for specific video analysis tasks yet. This paper provides a systematic review of measures and compares their effectiveness for specific aspects, such as segmentation, tracking, and event detection. Focus is drawn on details like normalization issues, robustness, and representativeness. A software framework is introduced for continuously evaluating and documenting the performance of video surveillance systems. Based on many years of experience, a new set of representative measures is proposed as a fundamental part of an evaluation framework.
- Is Part Of:
- EURASIP journal on image and video processing. Volume 2008(2008)
- Journal:
- EURASIP journal on image and video processing
- Issue:
- Volume 2008(2008)
- Issue Display:
- Volume 2008, Issue 2008 (2008)
- Year:
- 2008
- Volume:
- 2008
- Issue:
- 2008
- Issue Sort Value:
- 2008-2008-2008-0000
- Page Start:
- Page End:
- Publication Date:
- 2008-10-20
- Subjects:
- Image processing -- Digital techniques -- Periodicals
Digital video -- Periodicals
Traitement d'images
Vidéo numérique
Digital video
Image processing -- Digital techniques
Periodicals
Electronic journal
Electronic journals
621.367 - Journal URLs:
- https://jivp-eurasipjournals.springeropen.com/ ↗
http://link.springer.com/ ↗ - DOI:
- 10.1155/2008/824726 ↗
- Languages:
- English
- ISSNs:
- 1687-5176
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 11156.xml