GLMBFairMOT: Visual multi-object tracking with re-identification and occlusion handling using labeled random finite sets


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

Benchmark:

MOT16 | MOT17 | MOT20 |

Short name:

GLMBFairMOT

Detector:

Private

Description:

Visual multi-object tracking with re-identification and occlusion handling using labeled random finite sets

Reference:

L. Van Ma, T. Nguyen, C. Shim, D. Kim, N. Ha, M. Jeon. Visual multi-object tracking with re-identification and occlusion handling using labeled random finite sets. In Pattern Recognition, 2024.

Last submitted:

August 30, 2024 (1 month ago)

Published:

August 30, 2024 at 07:53:09 CET

Submissions:

1

Open source:

No

Hardware:

CPU AMD Ryzen Threadripper 2950X 16-Core Processor

Runtime:

149.3 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT2067.767.354.2679 (54.7)180 (14.5)29,597134,53474.092.853.455.256.976.660.275.581.96.62,911 (0.0)5,486 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT20-0483.578.663.24833311,66332,64888.195.460.066.763.679.872.077.982.45.68131,887
MOT20-0649.649.539.788798,32857,49556.790.037.941.941.169.045.672.480.88.31,1292,091
MOT20-0775.169.656.57012,1405,81182.492.752.861.156.876.867.375.782.03.7288381
MOT20-0839.749.138.738677,46638,58050.283.941.836.145.170.640.567.781.09.36811,127

Raw data:


GLMBFairMOT