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Summary & Details

Image Recognition of Vehicle Applying Fusion of Structured Heuristic Knowledge and Machine Learning

Delivery: Available on this site

Format: PDF

Price: Non-members (tax incl.)：￥1,100 Members (tax incl.)：￥880

Publication code: 20134657

Paper/Info type: Other International Conferences

No.TS1-7-2

Pages: 1-6(Total 6 p)

Date of publication: Sep 2013

Publisher: JSAE

Language: English

Event: FAST-Zero'13

Detailed Information

Author(E)	1) Tokihiko Akita, 2) Yuya Yamada
Affiliation(E)	1) AISIN SEIKI, 2) AISIN SEIKI
Abstract(J)	画像処理による車両認識において,経験則に基づく種々の特徴量を算出し,それらを機械学習（Real AdaBoost）によって組み合わせることで車両を認識する手法を開発した．実際の走行環境で取得した269シーンで評価したところ90.8%の認識率を得る一方で,エラーは夜,雨などの照明環境に起因することを報告した． Translation

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