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


Short name:

HISP_DAL17

Benchmark:

Description:

n/a

Hardware:

3 GHZ, 1 Core

Detector:

Public

Processing:

Online

Last submitted:

August 09, 2019 (2 months ago)

Published:

August 10, 2019 at 13:34:40 CET

Submissions:

1

Open source:

No

Project page / code:

n/a

Reference:

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
45.477.31.214.8 % 39.2 % 21,820277,4738,7277,1473 GHZ, 1 CorePublic
IDF1ID PrecisionID Recall
39.956.530.9

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM23.925.373.30.1248.3 % 58.3 % 574,8035168
MOT17-03-DPM44.232.076.70.814811.5 % 27.7 % 1,17056,3109271,144
MOT17-06-DPM39.342.073.70.22227.2 % 52.7 % 2966,651208185
MOT17-07-DPM31.226.874.50.8606.7 % 53.3 % 40510,941283279
MOT17-08-DPM22.220.379.70.7766.6 % 55.3 % 43615,728266171
MOT17-12-DPM34.333.377.20.4919.9 % 52.7 % 3635,132200104
MOT17-14-DPM16.621.175.40.41643.0 % 72.0 % 29114,959170196
MOT17-01-FRCNN24.532.076.63.42425.0 % 33.3 % 1,5323,2588068
MOT17-03-FRCNN57.347.877.81.214823.0 % 17.6 % 1,82742,327497628
MOT17-06-FRCNN49.452.477.70.722218.5 % 27.9 % 7824,789394260
MOT17-07-FRCNN29.333.474.63.6608.3 % 28.3 % 1,7819,463702422
MOT17-08-FRCNN22.327.980.11.47610.5 % 51.3 % 89615,395127132
MOT17-12-FRCNN33.841.078.50.89115.4 % 48.4 % 7104,91411286
MOT17-14-FRCNN12.427.471.54.41645.5 % 45.7 % 3,33011,7911,068644
MOT17-01-SDP37.235.974.42.62433.3 % 16.7 % 1,1772,658216150
MOT17-03-SDP72.253.578.60.914844.6 % 9.5 % 1,33526,5571,2041,043
MOT17-06-SDP50.449.676.10.722223.9 % 30.2 % 8214,586441254
MOT17-07-SDP44.538.076.22.16021.7 % 25.0 % 1,0527,819506354
MOT17-08-SDP27.926.679.60.9769.2 % 46.1 % 58514,334306283
MOT17-12-SDP34.739.479.60.89116.5 % 48.4 % 7294,767165122
MOT17-14-SDP27.833.573.13.01647.3 % 36.6 % 2,24510,291804554

Raw data:

n/a


HISP_DAL17