Construction of Subjective Vehicle Detection Evaluation Model Considering Shift from Ground Truth Position

Naho ITO  Most Shelina AKTAR  Yuukou HORITA  

Publication
IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences   Vol.E102-A   No.9   pp.1246-1249
Publication Date: 2019/09/01
Online ISSN: 1745-1337
DOI: 10.1587/transfun.E102.A.1246
Type of Manuscript: Special Section LETTER (Special Section on Image Media Quality)
Category: 
Keyword: 
vehicle detection,  ground truth,  IoU,  subjective evaluation,  

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Summary: 
In order to evaluate the vehicle detection method, it is necessary to know the correct vehicle position considered as “ground truth”. We propose indices considering subjective evaluation in vehicle detection utilizing IoU. Subjective evaluation experiments were carried out with respect to misregistration from ground truth in vehicle detection.