jCC: joint Multicut Tracker


Video not available.

Benchmark:

MOT17 |

Short name:

jCC

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:

November 13, 2017 (3 years ago)

Published:

Not yet published

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

Runtime:

1.8 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1751.254.542.575.9493 (20.9)872 (37.0)25,937247,82256.192.444.241.246.777.944.072.679.21.51,802 (32.1)2,984 (53.2)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM27.838.433.876.35116943,94038.978.341.028.142.978.231.363.078.81.52630
MOT17-01-FRCNN28.538.234.575.7681,3993,18750.670.035.833.738.076.441.156.878.43.12640
MOT17-01-SDP47.946.139.276.4857122,61059.584.437.341.740.576.547.267.079.61.63639
MOT17-03-DPM55.556.643.376.838284,09542,34059.693.842.944.144.680.447.074.079.92.7197267
MOT17-03-FRCNN61.163.748.276.946272,13238,44163.396.948.847.950.880.250.276.880.01.4152212
MOT17-03-SDP76.967.653.777.382141,65522,34078.798.049.059.251.378.562.277.680.41.1196304
MOT17-06-DPM49.354.241.476.0381012625,63552.295.944.139.048.076.940.875.179.60.28099
MOT17-06-FRCNN57.360.147.276.959605864,32863.392.747.747.052.577.850.674.180.30.5113169
MOT17-06-SDP57.359.846.876.977677204,19664.491.346.946.952.176.851.172.580.20.6120150
MOT17-07-DPM26.936.628.173.943593711,37032.785.532.824.334.374.625.867.477.21.94466
MOT17-07-FRCNN32.540.532.072.89142,6608,60949.075.731.533.735.166.638.859.875.95.3136201
MOT17-07-SDP46.644.036.175.218121,9436,96858.883.632.440.734.671.446.165.778.33.9115140
MOT17-08-DPM25.529.524.773.083944715,23527.992.930.620.435.069.221.070.076.70.76067
MOT17-08-FRCNN23.431.827.372.484056915,56026.390.740.019.142.276.919.868.176.60.94962
MOT17-08-SDP32.435.128.773.1123246313,71135.194.133.125.635.175.526.571.277.00.7113124
MOT17-12-DPM40.753.938.871.613504374,69245.990.148.931.351.974.933.766.176.20.51423
MOT17-12-FRCNN36.451.938.271.814468184,67646.083.048.231.150.876.234.562.376.40.92130
MOT17-12-SDP38.654.040.171.221361,3103,98254.178.148.634.253.273.040.057.975.91.53248
MOT17-14-DPM25.635.626.171.889680612,88330.387.431.521.933.177.123.166.576.11.167100
MOT17-14-FRCNN24.340.429.569.812811,82012,09634.677.835.924.938.869.627.060.774.02.480170
MOT17-14-SDP31.742.030.171.27701,47211,02340.483.532.828.134.674.130.663.475.82.0125643

Raw data: