EDR15: Enhanced Detection Reliability for Human Tracking Based Video Analytics


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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.

Benchmark:

MOT15 |

Short name:

EDR15

Detector:

Public

Description:

The results were obtained based on this reference work together with additional appereance features (person ReID).

Reference:

Z. Fu, X. Lai, S. Naqvi. Enhanced Detection Reliability for Human Tracking Based Video Analytics. In 2019 22th International Conference on Information Fusion (FUSION), 2019.

Last submitted:

September 03, 2019 (5 years ago)

Published:

November 19, 2020 at 12:58:26 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

GTX 1060

Runtime:

12.9 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1530.841.632.380 (11.1)253 (35.1)11,53130,26450.773.031.233.836.263.040.458.177.82.0743 (14.6)2,283 (45.0)

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-111.338.530.1914,3613,80459.155.828.731.832.962.146.744.176.68.793292
ADL-Rundle-325.737.933.1482,4814,97251.167.730.935.934.370.344.759.282.34.0105232
AVG-TownCentre31.551.635.730651,1823,58249.975.139.332.845.562.437.856.973.72.6130395
ETH-Crossing23.732.925.32126769330.982.226.424.334.458.126.169.481.20.3526
ETH-Jelmoli47.949.037.791133596162.182.533.043.447.453.350.066.480.00.82681
ETH-Linthescher25.031.525.761311786,47527.593.231.021.337.260.522.074.779.90.147243
KITTI-1641.359.739.62221976155.381.141.637.744.866.342.662.575.71.01875
KITTI-1932.751.635.26141,1042,44454.372.435.635.140.861.441.655.573.71.046214
PETS09-S2L252.239.529.6536583,73161.390.020.543.024.150.647.069.077.61.5217532
TUD-Crossing60.255.040.4518733569.689.833.049.740.958.955.271.379.90.41755
Venice-125.437.031.1258592,50645.170.532.929.934.971.535.856.078.01.939138

Raw data: