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Bounding Box Accuracy in Pedestrian Detection for Intelligent Transportation Systems David Fern´andez, Ignacio Parra, Miguel ´Angel Sotelo, Pedro A. Revenga 指導教授：萬書言 報告學生：賴薏如
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Intelligent Transportation Systems
簡稱ITS 整合電腦資訊、電子、通訊與感測科技 應用在車輛控制系統、地理資訊系統、電子收費系統….等 目的在於減少延滯與旅行時間提升道路服務品質
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SVM(Support Vector Machine)
起源和類神經網路相似，多應用在資料分群 (Data Classification)
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SVM(Support Vector Machine)
H1與 H2稱之為 Support Hyper-plans Training Data Sets:：{xi, yi},i=1,2,..., n， xi∈Rd , yi∈ {1, 1} }
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V-Disparity與U-Disparity
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Canny algorithm 影像邊緣偵測方法
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Canny algorithm
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不好的bounding box 取樣
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Multi-Candidate Generation
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