JointMC: Joint Multicut Model


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Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Benchmark:

MOT15 |

Short name:

JointMC

Detector:

Public

Description:

n/a

Reference:

M. Keuper, S. Tang, B. Andres, T. Brox, B. Schiele. Motion Segmentation amp; Multiple Object Tracking by Correlation Co-Clustering. In IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018.

Last submitted:

July 20, 2016 (8 years ago)

Published:

July 14, 2016 at 10:23:52 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

3 GHZ, 1 Core

Runtime:

0.6 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1535.645.134.6167 (23.2)283 (39.3)10,58028,50853.675.734.734.939.464.941.158.075.81.8457 (8.5)969 (18.1)

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-116.140.832.51383,7783,96957.458.634.631.239.360.744.145.076.27.65888
ADL-Rundle-339.343.932.79111,1255,00150.882.130.835.133.370.139.263.476.71.84870
AVG-TownCentre43.162.244.866739223,11656.481.451.839.259.266.843.462.774.12.028213
ETH-Crossing21.935.025.92169168731.577.630.322.433.869.324.560.476.90.456
ETH-Jelmoli44.458.542.3161355883767.075.342.542.455.258.352.358.877.31.31647
ETH-Linthescher25.734.728.7201373546,25030.088.336.522.642.467.723.870.079.00.33065
KITTI-1641.756.640.14235061663.875.639.241.043.460.949.058.174.81.72654
KITTI-1925.745.934.213151,5622,34156.265.835.233.739.660.742.249.571.81.566155
PETS09-S2L256.041.132.01029423,16267.287.322.645.724.962.250.665.775.32.2142220
TUD-Crossing80.960.247.01013616385.296.336.860.443.963.165.273.779.10.21215
Venice-128.740.031.2458622,36648.171.832.230.534.069.436.854.876.81.92636

Raw data: