RSCNN: multi Correlation filter tracking using hierarchy of convolution features + minimum-cost network flow.

AVG-TownCentre


Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Benchmark:

MOT15 |

Short name:

RSCNN

Detector:

Public

Description:

n/a

Reference:

Heba Mahgoub, Khaled Mostafa, Khaled T. Wassif and Ibrahim Farag, “Multi-Target Tracking Using Hierarchical Convolutional Features and Motion Cues” International Journal of Advanced Computer Science and Applications(IJACSA), 8(11), 2017.

Last submitted:

October 07, 2017 (6 years ago)

Published:

July 08, 2017 at 23:21:06 CET

Submissions:

4

Project page / code:

n/a

Open source:

No

Hardware:

Runtime:

4.0 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1529.537.029.693 (12.9)262 (36.3)11,86630,47450.472.327.232.630.067.139.256.276.72.1976 (19.4)1,176 (23.3)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
ADL-Rundle-120.133.128.8833,4573,82858.961.325.433.326.972.645.747.676.36.9150152
ADL-Rundle-336.039.130.8781,2505,17149.180.027.035.228.375.240.065.180.12.08681
AVG-TownCentre28.640.130.020797484,15741.880.031.229.635.665.532.361.773.91.7200283
ETH-Crossing26.930.423.21182270629.693.123.522.826.370.023.774.681.10.155
ETH-Jelmoli51.157.642.1141433986965.783.141.043.346.768.750.964.379.40.83341
ETH-Linthescher35.440.431.3171161435,57237.695.934.228.837.075.729.876.080.10.15564
KITTI-1641.342.031.42131164662.077.225.139.730.746.247.559.176.31.54257
KITTI-1930.844.530.87141,0252,57951.772.929.832.334.458.038.153.672.51.095160
PETS09-S2L240.029.323.4466784,88549.387.515.934.717.357.137.466.475.61.6222255
TUD-Crossing75.563.845.5804320981.095.436.057.643.958.562.673.779.30.21818
Venice-1-26.523.723.3533,8501,85259.441.321.525.823.959.246.632.473.38.67060

Raw data: