STAM16: Online Multi-Object Tracking Using CNN-based Single Object Tracker with Spatial-Temporal Attention Mechanism

MOT16-14


Benchmark:

MOT16 |

Short name:

STAM16

Detector:

Public

Description:

n/a

Reference:

Q. Chu, W. Ouyang, H. Li, X. Wang, B. Liu, N. Yu. Online Multi-object Tracking Using CNN-Based Single Object Tracker with Spatial-Temporal Attention Mechanism. In 2017 IEEE International Conference on Computer Vision (ICCV), 2017.

Last submitted:

August 04, 2017 (4 years ago)

Published:

August 13, 2017 at 15:26:38 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

2.4 GHZ, 1 Core, TITAN X

Runtime:

0.2 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1646.050.037.9111 (14.6)331 (43.6)6,89591,11750.093.039.336.741.575.638.972.378.61.2473 (9.5)1,422 (28.4)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0135.740.431.1591593,92138.794.034.628.137.766.129.270.876.50.43081
MOT16-0353.853.640.736265,02843,01858.992.439.142.741.475.145.771.878.53.4210740
MOT16-0648.459.042.9351111475,76550.097.550.936.454.175.637.873.777.80.139131
MOT16-0738.045.432.95185499,49541.892.635.330.936.875.832.471.677.81.178194
MOT16-0832.336.830.692540710,85835.193.534.227.435.579.328.576.181.60.765111
MOT16-1242.354.040.914423544,41046.891.648.234.850.977.037.172.580.10.42337
MOT16-1424.636.526.0710025113,65026.195.134.619.636.076.320.273.378.30.328128

Raw data: