Improve detection technique with Occlusion handling technique for Online Multiple Pedestrian Tracking System

MOT17-01-DPM MOT17-03-DPM MOT17-06-DPM MOT17-07-DPM MOT17-08-DPM MOT17-12-DPM MOT17-14-DPM MOT17-01-FRCNN MOT17-03-FRCNN MOT17-06-FRCNN

Short name:

IDOHMPT

Benchmark:

Description:

A new Tracking-by-Detection framework combining improve detection technique with Occlusion handling technique for Online Multiple Pedestrian Tracking System in video surveillance

Hardware:

Intel® Xeon® Processor E5-2630 v2 @ 2.60 GHz

Detector:

Public

Processing:

Online

Last submitted:

May 07, 2018 (7 months ago)

Published:

March 19, 2018 at 18:10:56 CET

Submissions:

3

Open source:

No

Project page / code:

n/a

Reference:

Anonymous submission

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
46.076.01.716.8 % 36.6 % 30,873268,2215,7689,663Intel® Xeon® Processor E5-2630 v2 @ 2.60 GHzPublic
IDF1ID PrecisionID Recall
44.160.134.8

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM25.726.370.81.42412.5 % 41.7 % 6374,07976151
MOT17-03-DPM46.342.574.54.714818.2 % 20.3 % 7,07248,3867081,720
MOT17-06-DPM43.246.172.80.422213.1 % 47.7 % 4346,050214310
MOT17-07-DPM34.339.672.72.66010.0 % 40.0 % 1,3009,579216459
MOT17-08-DPM22.627.477.92.07610.5 % 50.0 % 1,22814,939190269
MOT17-12-DPM32.246.476.01.49118.7 % 39.6 % 1,2994,50575143
MOT17-14-DPM15.725.873.22.81644.3 % 56.7 % 2,09313,094401515
MOT17-01-FRCNN28.536.276.52.92425.0 % 37.5 % 1,3113,2643762
MOT17-03-FRCNN56.750.077.91.014825.0 % 17.6 % 1,54843,435331656
MOT17-06-FRCNN52.254.578.60.422220.7 % 28.4 % 4714,934224264
MOT17-07-FRCNN34.038.174.92.3606.7 % 30.0 % 1,1719,813158378
MOT17-08-FRCNN22.727.780.11.17610.5 % 52.6 % 70515,55775123
MOT17-12-FRCNN36.348.878.40.79114.3 % 49.5 % 5994,8833871
MOT17-14-FRCNN16.829.671.43.71646.1 % 46.3 % 2,77111,977632710
MOT17-01-SDP42.143.273.22.12433.3 % 20.8 % 9292,72185201
MOT17-03-SDP68.553.076.51.714839.2 % 13.5 % 2,55429,4929401,807
MOT17-06-SDP55.757.275.90.522227.9 % 30.2 % 5554,421240259
MOT17-07-SDP45.343.175.22.06016.7 % 31.7 % 9788,080190411
MOT17-08-SDP29.728.978.10.97613.2 % 46.1 % 57414,058210343
MOT17-12-SDP43.054.778.20.79119.8 % 42.9 % 5974,28262112
MOT17-14-SDP27.635.172.42.71645.5 % 38.4 % 2,04710,672666699

Raw data:

n/a


IDOHMPT