CDT: Cooperative Detection and Tracking for Tracing Multiple Objects in Video Sequences

TUD-Crossing PETS09-S2L2 ETH-Jelmoli ETH-Linthescher ETH-Crossing AVG-TownCentre ADL-Rundle-1 ADL-Rundle-3 KITTI-16 KITTI-19

Short name:

DMT

Benchmark:

Description:

n/a

Hardware:

2.4GHz, 4 Core

Detector:

Private

Processing:

Batch

Last submitted:

March 08, 2016 (3 years ago)

Published:

October 24, 2017 at 07:10:37 CET

Submissions:

1

Open source:

No

Project page / code:

n/a

Reference:

CDT: Cooperative Detection and Tracking for Tracing Multiple Objects in Video Sequences, in ECCV 2016

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
44.572.91.434.7 % 22.1 % 8,08825,3356841,2532.4GHz, 4 CorePrivate
IDF1ID PrecisionID Recall
49.258.942.3

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
TUD-Crossing70.056.373.30.41361.5 % 0.0 % 732292936
PETS09-S2L247.736.870.41.24221.4 % 19.0 % 5024,429113227
ETH-Jelmoli48.262.875.01.74560.0 % 11.1 % 7585292674
ETH-Linthescher60.560.276.41.219743.7 % 24.4 % 1,4251,963138205
ETH-Crossing59.054.781.50.82630.8 % 30.8 % 1692212124
AVG-TownCentre45.554.668.51.522628.3 % 27.4 % 6533,127117233
ADL-Rundle-126.042.270.13.43221.9 % 28.1 % 1,6975,14647133
ADL-Rundle-343.345.475.41.94429.5 % 13.6 % 1,1684,5178496
KITTI-1644.760.569.31.11723.5 % 0.0 % 2326901943
KITTI-1945.755.572.80.86230.6 % 9.7 % 8841,94672138
Venice-132.438.070.91.21729.4 % 41.2 % 5272,5381844

Raw data:


DMT