課程編碼 Course Code | 中文課程名稱 Course Name (Chinese) | 英文課程名稱 Course Name (English) | 總學分數 Credits | 總時數 Hours |
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4235054 | 電腦視覺與影像量測 | Computer Vision and Image Measurement | 3.0 | 3 |
中文概述 Chinese Description | 數位影像科技的硬體快速進步與影像分析演算法普及化,使得電腦視覺與影像量測技術在工程量測、安全監測,與自動辨識具有相當高的潛力。電腦視覺與影像量測結合影像分析、空間原理、測量原理、誤差分析、機器學習,與工程應用等不同領域,是一個多領域整合的應用科目。 本課程訓練學生在電腦視覺與影像量測的基本理論與案例實作的能力。在理論方面,本課程介紹影像原理、空間量測原理、誤差原理、機器學習,以及國內外的發展現況。在實作方面,本課程利用小型結構實驗室,讓同學自行設定小型結構實驗與量測方法,或進而改良或開發分析程式。配合實驗實作與期末專案研究,本課程培養理論認知、資訊技術、實驗實作能力、外語閱讀能力,與簡報與報告編寫熟練度。 | |||
英文概述 English Description | The rapid development and population of digital imaging hardware and algorithms bring high potential of computer vision and image measurement on practical applications. These applications can include but not limited to measurement, structural health monitoring, and safety identification. This course not only introduces the theory of computer vision and image measurement, but also guides students to operate and implement structural experiments and measurement projects. Students are encouraged to bring up the concepts and theories, programming skills, experimental design and implementation, oral presentations, as well as experimental documentation and technical writing ability. |
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