PHD_LMP: Global Motion PHD-PF with LMP

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

PHD_LMP

Detector:

Public

Description:

n/a

Reference:

R. Sanchez-Matilla, A. Cavallaro. Motion Prediction for First-person Vision Multi-object Tracking. In ECCVw, 2020.

Last submitted:

January 30, 2019 (1 year ago)

Published:

July 16, 2020 at 13:12:24 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

i7 16GB RAM

Runtime:

29.4 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1745.942.576.6364 (15.5)892 (37.9)27,946272,19651.891.31.64,977 (96.2)6,985 (135.0)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM26.032.572.53131544,59528.892.30.32142
MOT17-01-FRCNN31.036.376.56101,1203,29848.973.82.53246
MOT17-01-SDP42.141.174.4759062,74257.580.42.085112
MOT17-03-DPM45.737.375.626355,70650,53651.790.53.86291,107
MOT17-03-FRCNN55.846.277.434291,80444,09557.997.11.2367544
MOT17-03-SDP72.055.478.467132,51526,14775.096.91.7621990
MOT17-06-DPM36.944.972.3251098616,36046.086.30.7213295
MOT17-06-FRCNN44.248.975.539661,0615,26255.386.00.9253321
MOT17-06-SDP47.351.474.260651,3354,54461.484.41.1327396
MOT17-07-DPM35.636.673.75259059,83841.888.61.8139214
MOT17-07-FRCNN33.538.375.042088610,23039.488.31.8118239
MOT17-07-SDP46.243.075.310141,1317,77354.089.02.3191300
MOT17-08-DPM23.526.679.063986615,15128.387.31.4137170
MOT17-08-FRCNN22.126.680.364159115,78725.390.00.97292
MOT17-08-SDP29.630.779.1103471613,95933.990.91.1204243
MOT17-12-DPM36.743.876.513426794,75745.185.20.85481
MOT17-12-FRCNN36.246.878.011493855,11840.990.20.42840
MOT17-12-SDP42.753.078.519376804,23251.286.70.85666
MOT17-14-DPM15.722.773.8210698614,34122.480.81.3248338
MOT17-14-FRCNN16.329.371.46792,35212,55032.171.63.1566651
MOT17-14-SDP25.333.372.35612,30710,88141.176.73.1616698

Raw data: