Tracking by Detection with CRF

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

Short name:

LTTSC-CRF

Benchmark:

Description:

n/a

Hardware:

CPU 3.4GHz, corei7

Detector:

Public

Processing:

Batch

Last submitted:

June 02, 2016 (1 year ago)

Published:

September 02, 2016 at 18:02:46 CET

Submissions:

4

Open source:

No

Project page / code:

n/a

Reference:

N. Le, A. Heili, M. Odobez. Long-Term Time-Sensitive Costs for CRF-Based Tracking by Detection. In ECCVw, 2016.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
37.675.92.09.6 % 55.2 % 11,969101,3434811,012CPU 3.4GHz, corei7Public
IDF1ID PrecisionID Recall
42.162.331.7

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT16-0127.433.673.21.42313.0 % 47.8 % 6413,9821841
MOT16-0346.544.876.55.014816.2 % 23.6 % 7,48648,143261535
MOT16-0634.948.275.80.222110.4 % 67.4 % 2637,2202249
MOT16-0733.144.173.91.9549.3 % 33.3 % 9259,91377165
MOT16-0821.030.877.91.1636.3 % 60.3 % 70912,5011630
MOT16-1227.746.074.61.08610.5 % 65.1 % 8845,1021241
MOT16-1416.227.872.21.21642.4 % 68.9 % 90214,51465167

Raw data:


SLT
LTTSC-CRF