joint Multicut Tracker

MOT17-01-DPM MOT17-03-DPM MOT17-06-DPM MOT17-07-DPM MOT17-08-DPM MOT17-12-DPM MOT17-14-DPM MOT17-01-FRCNN MOT17-03-FRCNN MOT17-06-FRCNN

Short name:

jCC

Benchmark:

Description:

n/a

Hardware:

Detector:

Public

Processing:

Batch

Last submitted:

November 13, 2017 (1 year ago)

Published:

December 10, 2018 at 12:07:50 CET

Submissions:

2

Open source:

No

Project page / code:

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.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
51.275.91.520.9 % 37.0 % 25,937247,8221,8022,984Public
IDF1ID PrecisionID Recall
54.572.243.8

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM27.838.476.31.52420.8 % 45.8 % 6943,9402630
MOT17-03-DPM55.556.676.82.714825.7 % 18.9 % 4,09542,340197267
MOT17-06-DPM49.354.276.00.222217.1 % 45.5 % 2625,6358099
MOT17-07-DPM26.936.673.91.9606.7 % 58.3 % 93711,3704466
MOT17-08-DPM25.529.573.00.77610.5 % 51.3 % 44715,2356067
MOT17-12-DPM40.753.971.60.59114.3 % 54.9 % 4374,6921423
MOT17-14-DPM25.635.671.81.11644.9 % 58.5 % 80612,88367100
MOT17-01-FRCNN28.538.275.73.12425.0 % 33.3 % 1,3993,1872640
MOT17-03-FRCNN61.163.776.91.414831.1 % 18.2 % 2,13238,441152212
MOT17-06-FRCNN57.360.176.90.522226.6 % 27.0 % 5864,328113169
MOT17-07-FRCNN32.540.572.85.36015.0 % 23.3 % 2,6608,609136201
MOT17-08-FRCNN23.431.872.40.97610.5 % 52.6 % 56915,5604962
MOT17-12-FRCNN36.451.971.80.99115.4 % 50.5 % 8184,6762130
MOT17-14-FRCNN24.340.469.82.41647.3 % 49.4 % 1,82012,09680170
MOT17-01-SDP47.946.176.41.62433.3 % 20.8 % 7122,6103639
MOT17-03-SDP76.967.677.31.114855.4 % 9.5 % 1,65522,340196304
MOT17-06-SDP57.359.876.90.622234.7 % 30.2 % 7204,196120150
MOT17-07-SDP46.644.075.23.96030.0 % 20.0 % 1,9436,968115140
MOT17-08-SDP32.435.173.10.77615.8 % 42.1 % 46313,711113124
MOT17-12-SDP38.654.071.21.59123.1 % 39.6 % 1,3103,9823248
MOT17-14-SDP31.742.071.22.01644.3 % 42.7 % 1,47211,023125643

Raw data:


jCC