PHD_GM: PHD_PM_OM


Video not available.

Benchmark:

MOT17 |

Short name:

PHD_GM

Detector:

Public

Description:

n/a

Project page / code:

n/a

Reference:

R. Sanchez-Matilla, A. Cavallaro. A predictor of moving objects for First-Person vision. In Proceedings of IEEE International Conference Image Processing, 2019.

Processing:

Online

Last submitted:

June 15, 2018 (1 year ago)

Published:

May 15, 2019 at 16:53:39 CET

Submissions:

4

Open source:

No

Hardware:

i7 16GB RAM

Runtime:

22.3 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1748.843.276.7449 (19.1)830 (35.2)26,260257,97154.392.11.54,407 (81.2)6,448 (118.8)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM31.929.071.84112734,05537.189.80.66484
MOT17-01-FRCNN29.134.376.46101,2863,24949.671.32.93757
MOT17-01-SDP43.238.074.4658202,77657.081.81.867108
MOT17-03-DPM50.237.275.228266,14344,91257.190.74.11,0421,541
MOT17-03-FRCNN57.846.978.037262,25141,46660.496.61.5495651
MOT17-03-SDP72.453.078.168122,32625,91675.297.11.6663944
MOT17-06-DPM45.550.573.3371005775,70151.691.30.5144205
MOT17-06-FRCNN53.154.276.454627594,62360.890.40.6150209
MOT17-06-SDP56.256.075.172677914,22964.190.50.7142203
MOT17-07-DPM35.639.174.15258569,87741.589.11.7146232
MOT17-07-FRCNN34.839.275.25201,1539,72742.486.12.3142275
MOT17-07-SDP47.043.176.511169587,81953.790.51.9169270
MOT17-08-DPM25.127.578.793593814,70930.487.21.5169198
MOT17-08-FRCNN24.128.979.183778915,13828.388.41.3110133
MOT17-08-SDP29.530.378.8123591913,75634.988.91.5212260
MOT17-12-DPM43.148.876.819335164,32950.189.40.68599
MOT17-12-FRCNN40.049.978.116395394,61846.788.30.64455
MOT17-12-SDP45.454.279.219345864,08152.988.70.76479
MOT17-14-DPM22.329.973.899648613,76825.590.70.6116181
MOT17-14-FRCNN22.033.871.812792,00712,23633.875.72.7168361
MOT17-14-SDP32.638.874.012621,28710,98640.685.31.7178303

Raw data: