HISP_T17: Online Multi-target Visual Tracking using a HISP Filter


Video not available.

Benchmark:

MOT17 |

Short name:

HISP_T17

Detector:

Public

Description:

n/a

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.

Processing:

Online

Last submitted:

August 02, 2019 (8 months ago)

Published:

May 23, 2019 at 21:36:11 CET

Submissions:

3

Open source:

No

Hardware:

3 GHZ, 1 Core

Runtime:

4.7 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1744.638.877.2355 (15.1)913 (38.8)25,478276,39551.091.91.410,617 (208.1)7,487 (146.8)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM22.925.173.32141214,79725.693.20.35268
MOT17-01-FRCNN24.631.976.5681,5323,25349.667.63.47768
MOT17-01-SDP36.835.874.5841,1932,65458.976.12.7229158
MOT17-03-DPM43.530.176.417382,43755,52647.095.31.61,1861,231
MOT17-03-FRCNN57.247.477.835261,84142,36459.597.11.2570631
MOT17-03-SDP71.952.078.665141,37926,50774.798.30.91,5171,100
MOT17-06-DPM37.340.473.7161144986,63943.791.20.4247198
MOT17-06-FRCNN48.251.077.642628194,77159.589.50.7512273
MOT17-06-SDP49.649.376.155678824,54561.489.10.7514261
MOT17-07-DPM27.525.974.243196510,90235.586.11.9387318
MOT17-07-FRCNN28.532.474.65171,8069,46844.080.43.6802441
MOT17-07-SDP42.336.876.113141,0957,83653.689.22.2808379
MOT17-08-DPM18.819.579.56421,19115,68725.782.01.9285166
MOT17-08-FRCNN22.327.680.193989915,39027.186.41.4126131
MOT17-08-SDP28.026.879.573560114,29932.391.91.0316287
MOT17-12-DPM31.431.677.19486535,07341.584.60.7222106
MOT17-12-FRCNN33.941.078.514447104,91143.384.10.810486
MOT17-12-SDP35.238.779.616427514,69045.984.10.8172130
MOT17-14-DPM16.119.775.3511934214,95219.191.20.5215210
MOT17-14-FRCNN11.025.971.59773,40511,79836.266.34.51,240658
MOT17-14-SDP25.731.673.012582,35810,33344.177.63.11,036587

Raw data: