Online Multiple Pedestrian Tracking with Deep Temporal Appearance Matching Association

MOT17-01-DPM MOT17-03-DPM MOT17-06-DPM MOT17-07-DPM MOT17-08-DPM MOT17-12-DPM MOT17-14-DPM MOT17-01-FRCNN MOT17-03-FRCNN MOT17-06-FRCNN

Short name:

DEEP_TAMA

Benchmark:

Description:

n/a

Hardware:

3.7 GHZ, 1 Core(no GPU)

Detector:

Public

Processing:

Online

Last submitted:

February 07, 2019 (4 months ago)

Published:

February 07, 2019 at 02:56:08 CET

Submissions:

1

Open source:

No

Project page / code:

n/a

Reference:

Young-Chul Yoon, Online Multiple Pedestrian Tracking with Deep Temporal Appearance Matching Association, Journal submission

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
50.376.71.419.2 % 37.5 % 25,479252,9962,1923,9783.7 GHZ, 1 Core(no GPU)Public
IDF1ID PrecisionID Recall
53.571.642.7

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM38.743.971.80.22416.7 % 45.8 % 1123,8232048
MOT17-03-DPM54.253.575.81.614819.6 % 19.6 % 2,33145,407248520
MOT17-06-DPM43.255.172.60.622215.3 % 49.1 % 7585,85982164
MOT17-07-DPM38.543.673.21.1608.3 % 43.3 % 5389,77779166
MOT17-08-DPM26.530.480.00.87611.8 % 51.3 % 47514,9787071
MOT17-12-DPM41.050.276.50.39120.9 % 49.5 % 2634,8163748
MOT17-14-DPM24.935.874.60.61643.7 % 63.4 % 48213,33064107
MOT17-01-FRCNN28.340.975.73.42433.3 % 29.2 % 1,5493,0512645
MOT17-03-FRCNN59.657.877.31.514827.0 % 16.9 % 2,31139,826186329
MOT17-06-FRCNN47.354.976.41.122223.4 % 31.1 % 1,3694,732115208
MOT17-07-FRCNN31.739.473.74.0605.0 % 25.0 % 2,0119,373150290
MOT17-08-FRCNN23.130.379.51.4769.2 % 51.3 % 89215,2806583
MOT17-12-FRCNN36.550.077.50.79116.5 % 49.5 % 6354,8382837
MOT17-14-FRCNN16.934.371.04.41644.3 % 45.1 % 3,30811,803243410
MOT17-01-SDP44.349.574.62.72437.5 % 16.7 % 1,2022,3543565
MOT17-03-SDP75.970.678.41.014851.4 % 9.5 % 1,48623,515183488
MOT17-06-SDP52.258.875.11.122233.3 % 31.1 % 1,3144,206108191
MOT17-07-SDP46.449.275.52.26023.3 % 30.0 % 1,0977,85996192
MOT17-08-SDP32.636.679.50.87614.5 % 44.7 % 51113,626103136
MOT17-12-SDP40.854.478.40.99123.1 % 46.2 % 8264,2713545
MOT17-14-SDP32.444.972.52.71646.1 % 39.6 % 2,00910,272219335

Raw data:

n/a


DEEP_TAMA