智慧型旅遊見聞管理系統

因為數位相機的普及，人們在出外旅遊時，會大量的拍攝數位照片。然而之後的管理和整理確是件很麻煩的事情，要有效率地收尋、檢索或者再次瀏覽，都需要一套良好的管理系統。在我們的論文中，便提出了一份根據旅遊計劃的協助下，所做的智慧型旅遊見聞管理系統。首先，利用收尋引擎獲取旅遊計劃裡提到的地名的圖片（以下稱為參考圖片），同時也對使用者所拍的照片作時間上的分群，接著計算參考圖片和照片群組之間的相似度，藉此判斷些照片是在哪些地點所拍攝的。當知道照片所拍攝的位置後，一方面，我們可以對照片作簡單的標籤或註解。另一方面，我們可以結合其他媒體，例如地圖和文字，做富含地理資訊的展示、導覽。本論文中，提供了結合Google Map，Google Earth的圖片展示，和有關於台灣大學的導覽系統。

關鍵字

基於內容的圖像檢索；圖像瀏覽；尺度不變特徵變換；旅遊管理經驗；旅行計劃；導覽系統

並列摘要

An intelligent travel experience management system, abbreviated as ITEMS, is proposed to help tourists organize and present the digital travel contents in an automatic and efficient manner. Readily available metadata are adopted to reduce the overhead of user intervention and manual annotation. Robust image similarity metrics are also incorporated to utilize the power searching capability of WWW search engines. The proposed system automatically identifies the embedded geo-information of personal media, and accordingly integrates media with map and text-based schedule to facilitate travel experience management and presentation. We show several prototypes in two application scenarios and demonstrate the effectiveness of the proposed system.

並列關鍵字

Content-based image retrieval (CBIR) ； Image Browsing ； Scale Invariant Feature Transform (SIFT) ； Travel Experience Management ； Travel Schedule ； Guide System

參考文獻

“Content-Based Image Retrieval at the End of the Early Years” IEEE Transactions on Patten Analysis and Machine Intelligence VOL. 22, NO. 12, December 2000.

[3] James Z. Wang, Jia Li, Member, and Gio Wiederhold, “SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture Libraries” IEEE Transactions on Patten Analysis and Machine Intelligence VOL. 23, NO. 9, September 2001.

[5] Dhiraj Joshi, James Z. Wang and Jia Li, “The Story Picturing Engine - A System for Automatic Text Illustration”, ACM Transactions on Multimedia Computing, Communications and Applications, Vol. 2, No. 1, February 2006, Pages 68–89.

[6] Toyama, K. and Logan, R. and Roseway, A., “Geographic Location Tags on Digital Images”, Proceedings of ACM Multimedia, volume 3, pages 156-166, 2003

[1] Arnold W.M. Smeulders, Marcel Worring, Amarnath Gupta, and Ramesh Jain,

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智慧型旅遊見聞管理系統

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