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.

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:

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 07:45:51 CET

Submissions:

1

Open source:

No

Hardware:

CPU AMD Ryzen Threadripper 2950X 16-Core Processor

Runtime:

72.7 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1675.072.459.4336 (44.3)118 (15.5)9,52635,02780.893.957.761.563.575.967.077.883.21.61,042 (0.0)1,904 (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
MOT16-0159.665.952.71052392,30264.094.557.448.660.481.252.076.882.50.54276
MOT16-0389.181.167.712812,9108,37592.097.163.272.669.578.177.481.784.31.9159457
MOT16-0662.167.253.685498073,37670.791.054.353.262.472.558.675.482.90.7187213
MOT16-0764.463.550.52611,4754,16274.589.247.553.851.871.660.772.782.23.0167299
MOT16-0848.147.539.32061,8036,64960.384.836.143.439.767.649.269.281.42.9229326
MOT16-1259.668.452.526223852,91664.893.356.748.959.880.752.875.982.40.449118
MOT16-1449.354.940.241341,9077,24760.885.540.041.145.464.446.265.077.12.5209415

Raw data:


GLMBFairMOT