GMPHD_ReId: Occlusion-robust Online Multi-object Visual Tracking using a GM-PHD Filter with a CNN-based Re-identification

MOT16-01


Benchmark:

MOT16 |

Short name:

GMPHD_ReId

Detector:

Public

Description:

n/a

Last submitted:

November 06, 2020 (8 months ago)

Published:

November 30, 2019 at 00:28:16 CET

Submissions:

4

Project page / code:

n/a

Open source:

No

Hardware:

3 GHZ, 1 Core

Runtime:

31.6 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1640.450.136.087 (11.5)327 (43.1)6,569101,25144.592.539.532.943.173.734.772.278.71.1789 (17.7)2,519 (56.6)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0127.143.431.33111824,45630.391.444.622.047.173.522.969.076.80.42784
MOT16-0347.453.638.223362,40752,26750.095.639.437.241.875.538.974.479.11.63731,271
MOT16-0643.448.636.028976875,77949.989.337.035.555.551.838.068.176.50.668256
MOT16-0736.553.535.15188259,46742.089.340.630.642.574.532.468.977.21.779322
MOT16-0831.644.934.282457910,78135.691.142.227.844.478.229.274.781.30.990182
MOT16-1236.655.540.915369134,31248.081.448.834.354.771.738.565.279.31.03084
MOT16-1417.328.721.1510597614,18923.281.525.917.327.571.318.364.176.81.3122320

Raw data:


GMPHD_ReId