SFS: Salient feature select tracker


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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:

MOT17 | MOT20 |

Short name:

SFS

Detector:

Public

Description:

n/a

Reference:

MTSFS´╝Ü Online Multi-Object Tracking Based on Salient Feature Selection in Crowded Scenes

Last submitted:

June 07, 2020 (2 years ago)

Published:

July 23, 2020 at 09:25:33 CET

Submissions:

4

Project page / code:

n/a

Open source:

No

Hardware:

Runtime:

0.9 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1753.153.441.5471 (20.0)807 (34.3)37,802223,76160.390.040.443.044.269.846.869.777.92.12,806 (46.5)6,380 (105.7)

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-DPM33.430.625.02112454,00837.990.923.327.026.660.228.468.176.10.540122
MOT17-01-FRCNN33.337.632.86126993,56344.880.533.932.038.965.035.764.278.01.638101
MOT17-01-SDP41.539.233.1788072,90954.981.429.836.834.063.042.062.477.01.858131
MOT17-03-DPM60.054.342.051215,78435,86265.792.238.046.840.972.750.570.978.03.9237617
MOT17-03-FRCNN71.165.249.375164,80925,22075.994.345.753.648.871.957.771.677.53.2193626
MOT17-03-SDP72.266.751.575164,88624,00677.194.347.256.350.872.060.674.179.43.3220666
MOT17-06-DPM40.945.234.2241026456,21347.389.635.033.742.762.736.068.276.40.5106235
MOT17-06-FRCNN43.051.438.642821,1075,46753.685.139.538.249.560.642.266.977.70.9140277
MOT17-06-SDP44.047.936.445751,3905,04857.282.933.739.745.355.144.664.777.11.2166315
MOT17-07-DPM40.940.931.78211,4378,39550.385.529.035.131.166.838.265.075.12.9160314
MOT17-07-FRCNN38.237.630.35181,1709,12246.086.928.633.031.071.635.767.477.42.3151269
MOT17-07-SDP47.541.934.013112,1486,54461.382.827.941.931.063.847.664.376.74.3172376
MOT17-08-DPM31.437.530.9153595013,43236.489.035.327.339.268.528.970.879.01.599301
MOT17-08-FRCNN30.736.331.0123376613,79534.790.536.726.541.868.927.872.579.41.284211
MOT17-08-SDP34.940.132.916251,42112,18242.386.335.231.239.168.333.768.878.72.3147332
MOT17-12-DPM44.356.142.816385444,25151.089.049.037.653.472.440.771.180.00.63165
MOT17-12-FRCNN40.149.339.013398304,33150.083.942.735.949.669.039.966.979.10.93470
MOT17-12-SDP43.552.139.517331,0943,75256.781.839.639.549.362.945.365.379.51.25091
MOT17-14-DPM19.830.022.08941,24913,45927.280.125.319.327.861.120.660.674.31.7122283
MOT17-14-FRCNN20.334.224.712622,80011,64737.070.924.625.427.858.928.855.373.73.7281442
MOT17-14-SDP25.138.627.99553,02110,55542.972.427.229.030.859.033.356.274.04.0277536

Raw data: