SiameseCNN: SiameseCNN based 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.

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:

SiameseCNN

Detector:

Public

Description:

n/a

Reference:

Laura Leal-Taixé, Cristian Canton-Ferrer, Konrad Schindler. Learning by Tracking: Siamese CNN for Robust Target Association. DeepVision Workshop (CVPR), Las Vegas (Nevada, USA), June 2016.

Last submitted:

November 06, 2015 (7 years ago)

Published:

July 05, 2016 at 16:47:42 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

3 Ghz 24 cores

Runtime:

52.8 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1529.034.30.061 (8.5)349 (48.4)5,16037,79838.582.10.00.00.00.00.00.00.00.9639 (16.6)1,316 (34.2)

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-125.641.60.0991,9994,89647.468.80.00.00.00.00.00.00.04.033104
ADL-Rundle-339.744.00.05151915,90641.995.70.00.00.00.00.00.00.00.33342
AVG-TownCentre19.39.10.0101016984,92731.176.10.00.00.00.00.00.00.01.6142289
ETH-Crossing27.532.80.01172070329.993.80.00.00.00.00.00.00.00.146
ETH-Jelmoli42.350.40.011143151,11955.981.80.00.00.00.00.00.00.00.73061
ETH-Linthescher16.723.20.09155937,33317.994.50.00.00.00.00.00.00.00.1927
KITTI-1636.937.70.0036898142.391.40.00.00.00.00.00.00.00.32453
KITTI-1926.738.60.04186973,15141.075.90.00.00.00.00.00.00.00.770276
PETS09-S2L234.527.00.0386725,36444.486.40.00.00.00.00.00.00.01.5282424
TUD-Crossing73.767.40.0928519782.191.40.00.00.00.00.00.00.00.4810
Venice-122.340.40.0073223,22129.480.60.00.00.00.00.00.00.00.7424

Raw data: