SFS: Salient feature select tracker

MOT17-01-DPM


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 (4 months 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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1753.153.474.3471 (20.0)807 (34.3)37,802223,76160.390.02.12,806 (46.5)6,380 (105.7)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM33.430.671.62112454,00837.990.90.540122
MOT17-01-FRCNN33.337.674.76126993,56344.880.51.638101
MOT17-01-SDP41.539.273.0788072,90954.981.41.858131
MOT17-03-DPM60.054.374.351215,78435,86265.792.23.9237617
MOT17-03-FRCNN71.165.273.475164,80925,22075.994.33.2193626
MOT17-03-SDP72.266.776.075164,88624,00677.194.33.3220666
MOT17-06-DPM40.945.272.0241026456,21347.389.60.5106235
MOT17-06-FRCNN43.051.474.242821,1075,46753.685.10.9140277
MOT17-06-SDP44.047.973.545751,3905,04857.282.91.2166315
MOT17-07-DPM40.940.971.38211,4378,39550.385.52.9160314
MOT17-07-FRCNN38.237.673.75181,1709,12246.086.92.3151269
MOT17-07-SDP47.541.973.113112,1486,54461.382.84.3172376
MOT17-08-DPM31.437.576.0153595013,43236.489.01.599301
MOT17-08-FRCNN30.736.376.2123376613,79534.790.51.284211
MOT17-08-SDP34.940.175.816251,42112,18242.386.32.3147332
MOT17-12-DPM44.356.176.916385444,25151.089.00.63165
MOT17-12-FRCNN40.149.376.213398304,33150.083.90.93470
MOT17-12-SDP43.552.176.417331,0943,75256.781.81.25091
MOT17-14-DPM19.830.070.08941,24913,45927.280.11.7122283
MOT17-14-FRCNN20.334.270.112622,80011,64737.070.93.7281442
MOT17-14-SDP25.138.669.99553,02110,55542.972.44.0277536

Raw data: