Transactions of Society of Automotive Engineers of Japan
Online ISSN : 1883-0811
Print ISSN : 0287-8321
ISSN-L : 0287-8321
Research Paper
Visualization of Evidence by AI Object Detection Results Using 3D Point Clouds in Autonomous Driving
Michihiro KurokiShinya TanakaKenji MutoHiroshi Inou
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2022 Volume 53 Issue 4 Pages 802-807

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Abstract
While AI has been applied to object detection in the fields of ADAS and AD, a lot of research of Explainable AI, which is used to explain evidences of object detection results, has been conducted. Explainable AI has been mainly developed for 2D object detection and it has been rarely applied for 3D object detection. Therefore, we adapted the existing method of Explainable AI for 2d object detection to 3D one using point cloud and we report its result.
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© 2022 Society of Automotive Engineers of Japan, Inc.
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