FlowTracker: SDOF-Tracker: Fast and Accurate Multiple Human Tracking by Skipped-Detection and Optical-Flow


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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.

Benchmark:

MOT20 | MOT17 |

Short name:

FlowTracker

Detector:

Public

Description:

Reference:

H. Nishimura et al., "SDOF-Tracker: Fast and Accurate Multiple Human Tracking by Skipped-Detection and Optical-Flow"

Last submitted:

August 31, 2021 (3 years ago)

Published:

August 31, 2021 at 22:55:42 CET

Submissions:

1

Open source:

Yes

Hardware:

CPU (4.20GHz, 4 Core), no GPU

Runtime:

61.2 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1740.438.032.5330 (14.0)863 (36.6)60,962269,13652.382.928.937.130.476.841.666.078.83.45,927 (0.0)6,748 (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-DPM16.823.520.73101,1694,10736.366.718.623.419.472.727.750.874.92.691101
MOT17-01-FRCNN24.631.629.4671,5383,27549.267.427.332.029.173.939.854.578.23.45368
MOT17-01-SDP37.234.630.5741,1952,75857.275.525.836.527.175.143.857.876.82.795119
MOT17-03-DPM28.527.325.1282626,85446,72955.468.318.235.418.875.844.354.776.817.91,2231,151
MOT17-03-FRCNN56.846.238.235281,80042,96259.097.232.845.334.478.747.378.080.91.2452530
MOT17-03-SDP69.450.943.060191,21429,65871.798.434.454.036.277.156.577.680.40.81,1921,331
MOT17-06-DPM29.336.729.621991,9636,12848.074.228.731.130.472.836.456.375.21.6241247
MOT17-06-FRCNN48.350.939.931687195,18456.090.238.641.640.877.644.872.279.50.6190251
MOT17-06-SDP49.351.939.246718744,90358.488.737.940.940.374.844.868.077.50.7200274
MOT17-07-DPM20.227.223.75243,6199,61343.166.820.228.621.073.334.353.174.97.2252267
MOT17-07-FRCNN31.532.828.35181,6829,67442.781.126.731.228.372.734.365.277.43.4211312
MOT17-07-SDP44.840.132.611161,0448,07352.289.428.637.430.173.640.569.478.32.1200262
MOT17-08-DPM12.523.121.35393,22415,07728.665.221.221.722.176.024.756.378.45.2177172
MOT17-08-FRCNN21.726.324.583991115,54326.486.029.220.831.180.222.071.582.01.596112
MOT17-08-SDP28.029.026.073565814,37831.991.127.424.928.979.526.074.080.71.1174192
MOT17-12-DPM12.034.828.912372,8224,71645.658.330.427.831.974.736.847.177.63.18775
MOT17-12-FRCNN31.741.933.412467595,11441.082.437.230.140.477.233.366.981.00.84555
MOT17-12-SDP35.149.238.315398264,72945.482.744.732.946.679.836.766.781.00.96666
MOT17-14-DPM10.523.318.32952,95613,32927.963.618.019.018.676.021.950.075.13.9258285
MOT17-14-FRCNN15.830.723.54783,00612,27033.667.424.123.825.969.227.154.373.74.0278439
MOT17-14-SDP27.533.824.87652,12910,91640.978.022.228.023.372.231.459.875.72.8346439

Raw data:


FlowTracker