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指導教授：萬書言 報告學生：賴薏如

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. 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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指導教授：萬書言 報告學生：賴薏如

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  1. Bounding Box Accuracy in Pedestrian Detection for Intelligent Transportation SystemsDavid Fern´andez, Ignacio Parra, Miguel ´Angel Sotelo, Pedro A. Revenga 指導教授：萬書言 報告學生：賴薏如

  2. Intelligent TransportationSystems • 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

  3. SVM(Support Vector Machine) • 起源和類神經網路相似，多應用在資料分群 (Data Classification)

  4. 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} }

  5. V-Disparity與U-Disparity

  6. Canny algorithm • 影像邊緣偵測方法

  7. Canny algorithm

  8. 不好的bounding box 取樣

  9. Multi-Candidate Generation

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