OMT_DFH: Online Multi-Object Tracking with Efficient Track Drift and Fragmentation Handling


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Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Benchmark:

MOT15 |

Short name:

OMT_DFH

Detector:

Public

Description:

n/a

Reference:

J. Ju, D. Kim, B. Ku, D. Han, H. Ko. Online multi-object tracking with efficient track drift and fragmentation handling. In J. Opt. Soc. Am. A, 2017.

Last submitted:

January 29, 2016 (6 years ago)

Published:

August 04, 2016 at 10:52:05 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

3.4GHz, 4 Core

Runtime:

28.6 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1521.237.328.151 (7.1)335 (46.5)13,21834,65743.667.028.428.334.255.633.852.073.52.3563 (12.9)1,255 (28.8)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
ADL-Rundle-10.00.00.000000.00.00.00.00.00.00.00.00.00.000
ADL-Rundle-30.00.00.000000.00.00.00.00.00.00.00.00.00.000
AVG-TownCentre0.00.00.000000.00.00.00.00.00.00.00.00.00.000
ETH-Crossing0.00.00.000000.00.00.00.00.00.00.00.00.00.000
ETH-Jelmoli0.00.00.000000.00.00.00.00.00.00.00.00.00.000
ETH-Linthescher0.00.00.000000.00.00.00.00.00.00.00.00.00.000
KITTI-160.00.00.000000.00.00.00.00.00.00.00.00.00.000
KITTI-190.00.00.000000.00.00.00.00.00.00.00.00.00.000
PETS09-S2L20.00.00.000000.00.00.00.00.00.00.00.00.00.000
TUD-Crossing0.00.00.000000.00.00.00.00.00.00.00.00.00.000
Venice-10.00.00.000000.00.00.00.00.00.00.00.00.00.000

Raw data: