PixelGuide: Pixel-guided Association for Multi-Object Tracking


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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.

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.

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

Benchmark:

MOT17 |

Short name:

PixelGuide

Detector:

Public

Description:

Reference:

A. Boragule, H. Jang, N. Ha, M. Jeon. Pixel-Guided Association for Multi-Object Tracking. In Sensors, 2022.

Last submitted:

December 03, 2022 (1 year ago)

Published:

November 25, 2022 at 04:45:13 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

3 GHZ, 1 Core.

Runtime:

8.9 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1769.768.455.5903 (38.3)615 (26.1)26,871140,45775.194.055.156.360.774.460.976.381.61.53,639 (0.0)4,155 (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
MOT17-01-DPM39.147.039.6871,2472,65358.975.341.138.548.267.746.959.979.62.82649
MOT17-01-FRCNN39.147.039.6871,2472,65358.975.341.138.548.267.746.959.979.62.82649
MOT17-01-SDP39.147.039.6871,2472,65358.975.341.138.548.267.746.959.979.62.82649
MOT17-03-DPM88.581.565.713203,9198,00092.496.162.169.967.277.775.278.282.02.6115241
MOT17-03-FRCNN88.581.565.713203,9198,00092.496.162.169.967.277.775.278.282.02.6115241
MOT17-03-SDP88.581.565.713203,9198,00092.496.162.169.967.277.775.278.282.02.6115241
MOT17-06-DPM59.352.643.185548333,66668.990.737.750.051.953.755.272.781.00.7298219
MOT17-06-FRCNN59.352.643.185548333,66668.990.737.750.051.953.755.272.781.00.7298219
MOT17-06-SDP59.352.643.185548333,66668.990.737.750.051.953.755.272.781.00.7298219
MOT17-07-DPM52.247.139.116169956,94858.990.936.243.239.968.247.172.780.62.0137211
MOT17-07-FRCNN52.247.139.116169956,94858.990.936.243.239.968.247.172.780.62.0137211
MOT17-07-SDP52.247.139.116169956,94858.990.936.243.239.968.247.172.780.62.0137211
MOT17-08-DPM40.040.135.7172675411,75944.392.537.134.941.871.336.977.182.71.2159257
MOT17-08-FRCNN40.040.135.7172675411,75944.392.537.134.941.871.336.977.182.71.2159257
MOT17-08-SDP40.040.135.7172675411,75944.392.537.134.941.871.336.977.182.71.2159257
MOT17-12-DPM54.662.050.423381533,76356.697.055.845.662.575.147.681.684.40.22344
MOT17-12-FRCNN54.662.050.423381533,76356.697.055.845.662.575.147.681.684.40.22344
MOT17-12-SDP54.662.050.423381533,76356.697.055.845.662.575.147.681.684.40.22344
MOT17-14-DPM37.648.334.220641,05610,03045.788.936.432.640.865.735.168.277.61.4455364
MOT17-14-FRCNN37.648.334.220641,05610,03045.788.936.432.640.865.735.168.277.61.4455364
MOT17-14-SDP37.648.334.220641,05610,03045.788.936.432.640.865.735.168.277.61.4455364

Raw data: