sparsetrack_: Multi-object tracking by performing scene decomposition based on hierarchical depth


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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.

Benchmark:

MOT17 | MOT20 |

Short name:

sparsetrack_

Detector:

Private

Description:

Reference:

Z. Liu, X. Wang, C. Wang, W. Liu, X. Bai. SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth. In arXiv preprint arXiv:2306.05238, 2023.

Last submitted:

August 29, 2023 (9 months ago)

Published:

May 06, 2023 at 12:27:02 CET

Submissions:

2

Open source:

Yes

Hardware:

3 GHZ 1Core

Runtime:

12.2 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT2078.177.663.5870 (70.0)113 (9.1)25,89386,29683.394.363.164.168.578.569.879.184.15.81,120 (0.0)1,315 (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
MOT20-0488.086.770.95661811,52521,09292.395.669.572.375.080.878.281.084.85.5269369
MOT20-0666.363.852.7144567,45936,79972.392.851.254.456.373.259.576.483.07.4495484
MOT20-0782.577.966.18821,8743,80488.594.063.269.968.879.076.581.385.93.2111125
MOT20-0861.465.150.972375,03524,60168.391.352.050.056.974.155.173.882.16.2245337

Raw data:


sparsetrack_