SiameseCNN: SiameseCNN based tracker


Benchmark:

Short name:

SiameseCNN

Detector:

Public

Description:

n/a

Project page / code:

n/a

Reference:

Laura Leal-Taixé, Cristian Canton-Ferrer, Konrad Schindler. Learning by Tracking: Siamese CNN for Robust Target Association. DeepVision Workshop (CVPR), Las Vegas (Nevada, USA), June 2016.

Processing:

Batch

Last submitted:

November 06, 2015 (4 years ago)

Published:

July 05, 2016 at 16:47:42 CET

Submissions:

1

Open source:

No

Hardware:

3 Ghz 24 cores

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
2D MOT 201529.034.371.261.0349.05,16037,798639

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
ADL-Rundle-125.641.671.69.09.01,9994,89633
ADL-Rundle-339.744.072.95.015.01915,90633
AVG-TownCentre19.39.169.010.0101.06984,927142
ETH-Crossing27.532.874.11.017.0207034
ETH-Jelmoli42.350.472.811.014.03151,11930
ETH-Linthescher16.723.274.29.0155.0937,3339
KITTI-1636.937.772.60.03.06898124
KITTI-1926.738.666.24.018.06973,15170
PETS09-S2L234.527.069.73.08.06725,364282
TUD-Crossing73.767.473.09.02.0851978
Venice-122.340.473.00.07.03223,2214

Raw data:


SiameseCNN