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 (2 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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1751.254.575.9493 (20.9)872 (37.0)25,937247,82256.192.41.51,802 (32.1)2,984 (53.2)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM27.838.476.35116943,94038.978.31.52630
MOT17-01-FRCNN28.538.275.7681,3993,18750.670.03.12640
MOT17-01-SDP47.946.176.4857122,61059.584.41.63639
MOT17-03-DPM55.556.676.838284,09542,34059.693.82.7197267
MOT17-03-FRCNN61.163.776.946272,13238,44163.396.91.4152212
MOT17-03-SDP76.967.677.382141,65522,34078.798.01.1196304
MOT17-06-DPM49.354.276.0381012625,63552.295.90.28099
MOT17-06-FRCNN57.360.176.959605864,32863.392.70.5113169
MOT17-06-SDP57.359.876.977677204,19664.491.30.6120150
MOT17-07-DPM26.936.673.943593711,37032.785.51.94466
MOT17-07-FRCNN32.540.572.89142,6608,60949.075.75.3136201
MOT17-07-SDP46.644.075.218121,9436,96858.883.63.9115140
MOT17-08-DPM25.529.573.083944715,23527.992.90.76067
MOT17-08-FRCNN23.431.872.484056915,56026.390.70.94962
MOT17-08-SDP32.435.173.1123246313,71135.194.10.7113124
MOT17-12-DPM40.753.971.613504374,69245.990.10.51423
MOT17-12-FRCNN36.451.971.814468184,67646.083.00.92130
MOT17-12-SDP38.654.071.221361,3103,98254.178.11.53248
MOT17-14-DPM25.635.671.889680612,88330.387.41.167100
MOT17-14-FRCNN24.340.469.812811,82012,09634.677.82.480170
MOT17-14-SDP31.742.071.27701,47211,02340.483.52.0125643

Raw data: