MOTDT: Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-identification

MOT16-12


Benchmark:

MOT16 |

Short name:

MOTDT

Detector:

Public

Description:

Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-Identification

Reference:

Last submitted:

October 30, 2017 (3 years ago)

Published:

July 06, 2018 at 09:12:13 CET

Submissions:

2

Project page / code:

Open source:

Yes

Hardware:

GTX 1080, 2.3 GHz, 1 Core

Runtime:

20.6 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1647.650.938.4115 (15.2)291 (38.3)9,25385,43153.191.338.338.841.968.641.571.378.31.6792 (14.9)1,858 (35.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0140.142.833.3472293,56444.392.535.231.638.169.733.169.375.80.53577
MOT16-0355.454.741.139235,28840,93760.892.338.544.341.966.947.471.978.23.5361848
MOT16-0645.151.338.434985875,66750.990.941.036.552.359.439.069.777.50.582219
MOT16-0744.148.635.56166448,37448.792.535.735.638.172.737.571.277.41.3101263
MOT16-0834.639.533.2102366910,17339.290.835.930.837.577.332.475.081.41.1104143
MOT16-1238.951.739.212357684,26248.684.044.634.647.575.138.566.579.40.93576
MOT16-1426.441.129.210891,06812,45432.685.035.823.938.471.825.566.477.31.474232

Raw data: