TC_SIAMESE: Tracker with selective siamese calculation

ADL-Rundle-3


Benchmark:

MOT15 |

Short name:

TC_SIAMESE

Detector:

Public

Description:

n/a

Reference:

Y. Yoon, Y. Song, K. Yoon, M. Jeon. Online Multiple-Object Tracking using Selective Deep Appearance Matching. In IEEE/IEIE The International Conference on Consumer Electronics (ICCE) Asia, 2018.

Last submitted:

April 09, 2018 (3 years ago)

Published:

April 02, 2018 at 04:17:21 CET

Submissions:

4

Project page / code:

n/a

Open source:

No

Hardware:

3.7 GHZ, 4 Core

Runtime:

13.0 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1520.232.624.619 (2.6)487 (67.5)6,12742,59630.775.528.721.431.565.623.557.874.91.1294 (9.6)825 (26.9)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
ADL-Rundle-114.638.629.0682,5495,35742.460.833.425.636.867.732.646.675.25.142149
ADL-Rundle-334.940.128.43146995,86642.386.027.229.828.870.932.165.376.41.14975
AVG-TownCentre3.612.912.311952936,5937.865.425.56.029.555.06.252.672.70.7732
ETH-Crossing16.027.319.80185678621.679.525.115.730.556.616.661.075.60.3112
ETH-Jelmoli30.950.532.33221941,55138.983.637.927.644.264.730.064.476.50.4741
ETH-Linthescher9.016.216.411721977,92511.383.630.98.734.661.88.966.075.70.2739
KITTI-1629.241.826.805911,09835.486.927.126.430.455.527.868.276.20.41536
KITTI-1918.932.624.01286833,60532.571.825.923.029.159.825.255.771.80.646154
PETS09-S2L228.931.022.20146626,08636.984.319.126.120.759.427.763.373.51.5104218
TUD-Crossing49.361.741.0338247057.488.544.238.148.366.842.365.276.90.4715
Venice-114.833.025.3186213,25928.667.732.719.734.472.722.453.176.51.4954

Raw data:


TC_SIAMESE