GCRA: Generation Cleaving and Re-connection Association

MOT16-01


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 (2 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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1648.248.677.598 (12.9)312 (41.1)5,10488,58651.494.80.9821 (16.0)1,117 (21.7)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT16-0142.555.574.2610313,63343.298.90.11140
MOT16-0356.751.077.938252,58842,34859.596.01.7301310
MOT16-0635.944.473.2201118236,45144.186.10.7127209
MOT16-0744.145.975.46134688,56447.594.30.994160
MOT16-0835.447.182.172222410,50537.296.50.475101
MOT16-1239.648.878.913395284,44346.487.90.64151
MOT16-1428.336.075.389244212,64231.693.00.6172246

Raw data: