並列タイトル等ドライブ レコーダー カラノ ホコウシャ ニンシキ ギジュツ ノ ケンキュウ
A Study on Recognition of Pedestrian from Drive Recorder
タイトル（掲載誌）愛知工業大学研究報告 = Bulletin of Aichi Institute of Technology
一般注記The total number of accident itself and injured people are still numerous, although the number of casualty has been decreasing. Many studies and researches have been reported to identify/recognize pedestrians by using onboard video camera to prevent accidents. However current drive assist systems which identify pedestrians automatically and make warning are expensive in general. They are limited to install on luxury cars as optional equipment. This paper proposes to recognize pedestrians from the movie taken by an inexpensive drive recorder. It is difficult to accurately recognize pedestrians from drive recorder images since the resolution and quality of them is low. We apply support vector machine identifier to reduce false positives and provide accurate recognition. This identifier uses HOG(Histograms of Oriented Gradients) features which is effective to human recognition.
identifier:http://repository.aitech.ac.jp/dspace/handle/11133/1454
連携機関・データベース国立情報学研究所 : 学術機関リポジトリデータベース（IRDB）（機関リポジトリ）