GCRA: Generation Cleaving and Re-connection Association

MOT16-07


Benchmark:

MOT16 |

Short name:

GCRA

Detector:

Public

Description:

Tracklet Cleaving and Re-connection by Siamese-Bi GRU

Reference:

C. Ma, C. Yang, F. Yang, Y. Zhuang, Z. Zhang, H. Jia, X. Xie. Trajectory Factory: Tracklet Cleaving and Re-connection by Deep Siamese Bi-GRU for Multiple Object Tracking. In ICME, 2018.

Last submitted:

December 14, 2017 (3 years ago)

Published:

December 14, 2017 at 17:48:52 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

NVIDIA TESLA K40

Runtime:

2.8 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1648.248.637.698 (12.9)312 (41.1)5,10488,58651.494.836.738.939.474.341.075.680.60.9821 (16.0)1,117 (21.7)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0142.555.539.8610313,63343.298.949.731.851.677.432.774.978.20.11140
MOT16-0356.751.040.038252,58842,34859.596.035.845.038.373.447.576.681.01.7301310
MOT16-0635.944.433.2201118236,45144.186.135.331.844.661.434.367.076.80.7127209
MOT16-0744.145.933.06134688,56447.594.331.135.332.976.637.073.578.80.994160
MOT16-0835.447.137.472222410,50537.296.546.330.348.183.331.381.184.10.475101
MOT16-1239.648.839.113395284,44346.487.943.735.246.477.838.072.081.10.64151
MOT16-1428.336.026.489244212,64231.693.029.523.831.071.724.772.778.80.6172246

Raw data: