V_IOU: Visual Intersection Over Union Tracker


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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.

Short name:

V_IOU

Detector:

Public

Description:

Extending IOU Based Multi-Object Tracking by Visual Information

Reference:

E. Bochinski, T. Senst, T. Sikora. Extending IOU Based Multi-Object Tracking by Visual Information. In IEEE International Conference on Advanced Video and Signals-based Surveillance, 2018.

Last submitted:

June 11, 2019 (5 years ago)

Published:

June 16, 2019 at 00:00:00 CET

Submissions:

1

Open source:

No

Hardware:

3.4GHz, 1 Core

Runtime:

18.2 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
CVPR 2019 Tracking Challenge46.746.00.0288 (22.9)306 (24.4)33,776261,96453.289.80.00.00.00.00.00.00.07.52,589 (48.6)4,354 (81.8)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
CVPR19-0462.355.40.02151011,970117,09863.299.00.00.00.00.00.00.00.00.99441,290
CVPR19-0626.431.90.0269617,11078,48740.175.50.00.00.00.00.00.00.017.09451,775
CVPR19-0753.650.50.036201,47413,68258.792.90.00.00.00.00.00.00.02.5218334
CVPR19-0814.225.80.0118913,22252,69731.965.10.00.00.00.00.00.00.016.4482955

Raw data: