HISP_DAL17: Robust Online Multi-target Visual Tracking using a HISP Filter with Discriminative Deep Appearance Learning

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

HISP_DAL17

Detector:

Public

Description:

n/a

Last submitted:

August 09, 2019 (1 year ago)

Published:

August 10, 2019 at 13:34:40 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

3 GHZ, 1 Core

Runtime:

3.2 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1745.439.977.3349 (14.8)922 (39.2)21,820277,47350.892.91.28,727 (171.7)7,147 (140.6)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM23.925.373.3214574,80325.596.70.15168
MOT17-01-FRCNN24.532.076.6681,5323,25849.567.63.48068
MOT17-01-SDP37.235.974.4841,1772,65858.876.32.6216150
MOT17-03-DPM44.232.076.717411,17056,31046.297.60.89271,144
MOT17-03-FRCNN57.347.877.834261,82742,32759.697.21.2497628
MOT17-03-SDP72.253.578.666141,33526,55774.698.30.91,2041,043
MOT17-06-DPM39.342.073.7161172966,65143.694.50.2208185
MOT17-06-FRCNN49.452.477.741627824,78959.489.90.7394260
MOT17-06-SDP50.449.676.153678214,58661.189.80.7441254
MOT17-07-DPM31.226.874.543240510,94135.293.60.8283279
MOT17-07-FRCNN29.333.474.65171,7819,46344.080.73.6702422
MOT17-07-SDP44.538.076.213151,0527,81953.789.62.1506354
MOT17-08-DPM22.220.379.754243615,72825.592.50.7266171
MOT17-08-FRCNN22.327.980.183989615,39527.186.51.4127132
MOT17-08-SDP27.926.679.673558514,33432.192.10.9306283
MOT17-12-DPM34.333.377.29483635,13240.890.70.4200104
MOT17-12-FRCNN33.841.078.514447104,91443.384.10.811286
MOT17-12-SDP34.739.479.615447294,76745.084.30.8165122
MOT17-14-DPM16.621.175.4511829114,95919.192.40.4170196
MOT17-14-FRCNN12.427.471.59753,33011,79136.266.84.41,068644
MOT17-14-SDP27.833.573.112602,24510,29144.378.53.0804554

Raw data:


HISP_DAL17