Multiple Hypothesis Tracking with Discriminative Appearance Modeling

MOT16-01 MOT16-03 MOT16-06 MOT16-07 MOT16-08 MOT16-12 MOT16-14

Short name:

MHT_DAM_16

Benchmark:

Description:

Hardware:

3.6 GHz, 12 Cores

Detector:

Public

Processing:

Batch

Last submitted:

July 05, 2017 (3 months ago)

Published:

August 07, 2016 at 02:42:21 CET

Submissions:

3

Open source:

Yes

Project page / code:

Reference:

C. Kim, F. Li, A. Ciptadi, J. Rehg. Multiple Hypothesis Tracking Revisited. In ICCV, 2015.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
45.876.31.116.2 % 43.2 % 6,41291,7585907813.6 GHz, 12 CoresPublic
IDF1ID PrecisionID Recall
46.166.335.3

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT16-0135.845.472.10.52326.1 % 43.5 % 2113,8692345
MOT16-0352.747.176.32.814822.3 % 20.3 % 4,18444,940290382
MOT16-0649.158.274.70.322120.4 % 47.1 % 3765,4396294
MOT16-0739.344.375.70.65413.0 % 40.7 % 2759,5845166
MOT16-0833.235.480.40.6639.5 % 41.3 % 35710,7408087
MOT16-1244.354.478.40.48620.9 % 48.8 % 3384,2552430
MOT16-1426.137.675.50.91644.9 % 57.3 % 67112,9316077

Raw data:


MC
MHT_DAM_16