NOTA: Aggregate Tracklet Appearance Features for Multi-Object Tracking

MOT17-07-FRCNN


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.

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:

MOT17 |

Short name:

NOTA

Detector:

Public

Description:

n/a

Reference:

L. Chen, H. Ai, R. Chen, Z. Zhuang. Aggregate Tracklet Appearance Features for Multi-Object Tracking. In IEEE Signal Processing Letters, 2019.

Last submitted:

March 25, 2019 (3 years ago)

Published:

April 21, 2019 at 11:23:03 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

GTX 1080, 2.3 GHz, 1 Core

Runtime:

17.8 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1751.354.542.3403 (17.1)833 (35.4)20,148252,53155.293.943.641.347.672.843.874.579.91.12,285 (41.4)5,798 (105.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM39.348.935.7382363,65743.392.241.231.147.967.232.669.476.00.52586
MOT17-01-FRCNN37.751.541.0698083,19350.580.147.435.654.772.840.764.679.61.81558
MOT17-01-SDP44.051.139.6778642,72157.881.240.439.145.970.345.163.478.21.92998
MOT17-03-DPM56.256.942.638234,06141,52960.394.041.144.344.371.247.073.378.62.7285831
MOT17-03-FRCNN58.857.345.141233,07239,86361.995.543.647.047.073.449.676.680.42.0198500
MOT17-03-SDP73.167.053.0641668127,17674.099.149.756.853.375.059.379.481.50.5300723
MOT17-06-DPM47.050.038.231933375,82950.594.640.636.352.859.538.271.677.40.379263
MOT17-06-FRCNN51.055.342.543764735,21855.793.343.441.954.762.644.574.680.20.489283
MOT17-06-SDP53.652.541.050724994,85758.893.339.243.254.755.946.273.279.60.4110302
MOT17-07-DPM43.548.935.67225888,83847.793.236.834.838.774.936.671.577.51.2118283
MOT17-07-FRCNN39.544.934.45197669,33944.790.836.633.039.074.135.171.278.51.5117292
MOT17-07-SDP48.552.239.714137897,79953.892.039.939.742.175.742.572.679.51.6109270
MOT17-08-DPM28.335.030.093554814,51731.392.336.324.839.675.725.876.281.80.990163
MOT17-08-FRCNN26.535.331.373650614,95429.292.442.723.145.479.424.075.881.90.862113
MOT17-08-SDP30.537.632.7103641714,14933.094.441.226.244.976.227.277.782.30.7115183
MOT17-12-DPM40.451.839.011404434,68545.990.044.934.048.573.436.471.379.50.535101
MOT17-12-FRCNN37.250.438.411423665,05541.790.846.831.750.275.933.673.280.70.42275
MOT17-12-SDP40.052.940.313414264,73745.390.247.334.451.373.336.873.381.50.53594
MOT17-14-DPM28.141.229.598790612,30133.487.235.524.738.071.326.168.177.61.286244
MOT17-14-FRCNN26.340.929.610741,58811,85635.980.734.925.538.466.327.862.576.02.1184408
MOT17-14-SDP33.948.534.214611,77410,25844.582.338.230.941.967.934.263.376.72.4182428

Raw data: