QuadMOT: Multi-Object Tracking with Quadruplet Convolutional Neural Networks


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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:

QuadMOT

Detector:

Public

Description:

n/a

Reference:

J. Son, M. Baek, M. Cho, B. Han. Multi-Object Tracking with Quadruplet Convolutional Neural Networks. In CVPR, 2017.

Last submitted:

November 14, 2016 (6 years ago)

Published:

November 23, 2016 at 04:26:12 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

3 GHZ, 1 Core, TITAN X

Runtime:

3.7 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1533.840.40.093 (12.9)266 (36.9)7,89832,06147.878.80.00.00.00.00.00.00.01.4703 (14.7)1,430 (29.9)

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-113.635.60.0583,2074,77348.758.60.00.00.00.00.00.00.06.456103
ADL-Rundle-338.439.20.03113025,91141.993.40.00.00.00.00.00.00.00.55260
AVG-TownCentre30.849.40.041711,1913,64349.074.60.00.00.00.00.00.00.02.6111409
ETH-Crossing33.453.00.02154162737.590.20.00.00.00.00.00.00.00.205
ETH-Jelmoli42.355.40.08133791,06558.079.50.00.00.00.00.00.00.00.91950
ETH-Linthescher28.740.30.0141242706,05632.291.40.00.00.00.00.00.00.00.23881
KITTI-1638.349.90.00321980152.980.40.00.00.00.00.00.00.01.02960
KITTI-1933.847.90.05131,0592,41754.873.40.00.00.00.00.00.00.01.060191
PETS09-S2L249.028.80.0736863,94759.189.20.00.00.00.00.00.00.01.6285380
TUD-Crossing72.159.80.060528873.999.40.00.00.00.00.00.00.00.01521
Venice-131.835.70.0255392,53344.579.00.00.00.00.00.00.00.01.23870

Raw data: