Tracking multiple people online and in real time
Publication
, Conference
Ristani, E; Tomasi, C
Published in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
January 1, 2015
We cast the problem of tracking several people as a graph partitioning problem that takes the form of an NP-hard binary integer program. We propose a tractable, approximate, online solution through the combination of a multi-stage cascade and a sliding temporal window. Our experiments demonstrate significant accuracy improvement over the state of the art and real-time post-detection performance.
Duke Scholars
Published In
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
DOI
EISSN
1611-3349
ISSN
0302-9743
ISBN
9783319168135
Publication Date
January 1, 2015
Volume
9007
Start / End Page
444 / 459
Related Subject Headings
- Artificial Intelligence & Image Processing
- 46 Information and computing sciences
Citation
APA
Chicago
ICMJE
MLA
NLM
Ristani, E., & Tomasi, C. (2015). Tracking multiple people online and in real time. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 9007, pp. 444–459). https://doi.org/10.1007/978-3-319-16814-2_29
Ristani, E., and C. Tomasi. “Tracking multiple people online and in real time.” In Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9007:444–59, 2015. https://doi.org/10.1007/978-3-319-16814-2_29.
Ristani E, Tomasi C. Tracking multiple people online and in real time. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2015. p. 444–59.
Ristani, E., and C. Tomasi. “Tracking multiple people online and in real time.” Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9007, 2015, pp. 444–59. Scopus, doi:10.1007/978-3-319-16814-2_29.
Ristani E, Tomasi C. Tracking multiple people online and in real time. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2015. p. 444–459.
Published In
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
DOI
EISSN
1611-3349
ISSN
0302-9743
ISBN
9783319168135
Publication Date
January 1, 2015
Volume
9007
Start / End Page
444 / 459
Related Subject Headings
- Artificial Intelligence & Image Processing
- 46 Information and computing sciences