SCEA: Structural Constraint Event Aggregation

TUD-Crossing


Benchmark:

MOT15 |

Short name:

SCEA

Detector:

Public

Description:

n/a

Reference:

J. Yoon, C. Lee, M. Yang, K. Yoon. Online Multi-object Tracking via Structural Constraint Event Aggregation. In IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2016.

Last submitted:

November 10, 2015 (5 years ago)

Published:

November 10, 2015 at 12:57:50 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

4.0 GHZ, 1 Core

Runtime:

6.8 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1529.137.228.471.164 (8.9)341 (47.3)6,06036,91239.980.229.527.731.970.230.561.275.11.0604 (15.1)1,182 (29.6)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
ADL-Rundle-121.934.228.173.63179806,22833.175.933.923.736.875.426.260.176.92.05786
ADL-Rundle-333.038.029.573.04121,2695,45446.478.827.631.929.070.935.961.076.22.087106
AVG-TownCentre29.345.232.969.634977384,22640.979.839.227.943.168.130.760.074.41.688233
ETH-Crossing22.328.121.973.92161375724.595.026.318.327.078.418.772.577.90.1911
ETH-Jelmoli40.452.536.772.67153121,17953.581.337.636.141.869.340.962.276.40.72250
ETH-Linthescher18.525.521.074.13151807,16819.795.730.114.831.676.615.173.178.00.13341
KITTI-1640.155.435.171.80314685349.985.336.633.739.167.137.263.775.70.72048
KITTI-1919.441.230.264.74141,2273,02343.465.432.029.235.362.333.951.170.51.255216
PETS09-S2L244.633.324.869.3365364,63351.990.317.236.018.264.938.266.474.01.2175289
TUD-Crossing57.054.936.974.2331544259.997.831.942.738.261.244.873.278.00.11730
Venice-118.230.324.371.8177442,94935.468.425.123.826.374.927.653.475.71.74172

Raw data: