Online Multi-target Visual Tracking using a HISP Filter


Short name:

HISP_T17

Benchmark:

Description:

n/a

Hardware:

3 GHZ, 1 Core

Detector:

Public

Processing:

Online

Last submitted:

August 02, 2019 (2 months ago)

Published:

May 23, 2019 at 21:36:11 CET

Submissions:

3

Open source:

No

Project page / code:

n/a

Reference:

N. Baisa. Online Multi-target Visual Tracking using a HISP Filter. In Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5: VISAPP,, 2018.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
44.677.21.415.1 % 38.8 % 25,478276,39510,6177,4873 GHZ, 1 CorePublic
IDF1ID PrecisionID Recall
38.854.330.2

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM22.925.173.30.3248.3 % 58.3 % 1214,7975268
MOT17-03-DPM43.530.176.41.614811.5 % 25.7 % 2,43755,5261,1861,231
MOT17-06-DPM37.340.473.70.42227.2 % 51.4 % 4986,639247198
MOT17-07-DPM27.525.974.21.9606.7 % 51.7 % 96510,902387318
MOT17-08-DPM18.819.579.51.9767.9 % 55.3 % 1,19115,687285166
MOT17-12-DPM31.431.677.10.7919.9 % 52.7 % 6535,073222106
MOT17-14-DPM16.119.775.30.51643.0 % 72.6 % 34214,952215210
MOT17-01-FRCNN24.631.976.53.42425.0 % 33.3 % 1,5323,2537768
MOT17-03-FRCNN57.247.477.81.214823.6 % 17.6 % 1,84142,364570631
MOT17-06-FRCNN48.251.077.60.722218.9 % 27.9 % 8194,771512273
MOT17-07-FRCNN28.532.474.63.6608.3 % 28.3 % 1,8069,468802441
MOT17-08-FRCNN22.327.680.11.47611.8 % 51.3 % 89915,390126131
MOT17-12-FRCNN33.941.078.50.89115.4 % 48.4 % 7104,91110486
MOT17-14-FRCNN11.025.971.54.51645.5 % 47.0 % 3,40511,7981,240658
MOT17-01-SDP36.835.874.52.72433.3 % 16.7 % 1,1932,654229158
MOT17-03-SDP71.952.078.60.914843.9 % 9.5 % 1,37926,5071,5171,100
MOT17-06-SDP49.649.376.10.722224.8 % 30.2 % 8824,545514261
MOT17-07-SDP42.336.876.12.26021.7 % 23.3 % 1,0957,836808379
MOT17-08-SDP28.026.879.51.0769.2 % 46.1 % 60114,299316287
MOT17-12-SDP35.238.779.60.89117.6 % 46.2 % 7514,690172130
MOT17-14-SDP25.731.673.03.11647.3 % 35.4 % 2,35810,3331,036587

Raw data:

n/a


HISP_T17