Tracking Based on Hyperplane Model

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

Short name:

H1_SJTUZTE

Benchmark:

Description:

n/a

Hardware:

3.30 GHZ, 1 Core

Detector:

Private

Processing:

Batch

Last submitted:

August 14, 2017 (2 years ago)

Published:

August 14, 2017 at 05:02:34 CET

Submissions:

1

Open source:

No

Project page / code:

n/a

Reference:

W. Lin, J. Peng, S. Deng, M. Liu, X. Jia, H. Xiong. Real-time multi-object tracking with hyper-plane matching (v1). In Tech Report, Shanghai Jiao Tong University & ZTE Corp, 2017.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
56.675.91.239.9 % 23.9 % 7,19818,9265331,0473.30 GHZ, 1 CorePrivate
IDF1ID PrecisionID Recall
57.063.851.6

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
TUD-Crossing81.167.874.00.21369.2 % 0.0 % 341591511
PETS09-S2L265.038.775.41.74226.2 % 4.8 % 7452,444190237
ETH-Jelmoli52.464.077.61.24546.7 % 33.3 % 5346611334
ETH-Linthescher65.568.877.80.719741.1 % 35.5 % 8562,16463110
ETH-Crossing71.358.780.70.22623.1 % 34.6 % 432301511
AVG-TownCentre65.071.070.81.022644.7 % 23.9 % 4561,99257252
ADL-Rundle-142.251.675.93.03237.5 % 15.6 % 1,4953,8414563
ADL-Rundle-352.350.181.51.44429.5 % 11.4 % 8723,9047072
KITTI-1647.666.671.51.51735.3 % 5.9 % 3185591543
KITTI-1939.557.668.71.16230.6 % 17.7 % 1,1242,07239202
Venice-164.263.977.01.61752.9 % 0.0 % 7219001112

Raw data:


H1_SJTUZTE