手勢追蹤及其應用;Hand Gesture Tracking and its Application

National Chung Cheng University Institutional Repository > 工學院 > 電機工程研究所 > 學位論文 > Item A095B0000Q/367

Please use this identifier to cite or link to this item: http://ccur.lib.ccu.edu.tw/handle/A095B0000Q/367

Title:	手勢追蹤及其應用;Hand Gesture Tracking and its Application
Authors:	洪瑋徵;Hong, Wei-Jheng
Contributors:	電機工程研究所
Keywords:	動作軌跡;在線學習;TLD;手部追蹤;人機交互系統;Online learning;TLD;Hand tracking;Human computer interaction;Action trajectory
Date:	2017
Issue Date:	2019-07-17
Publisher:	電機工程研究所
Abstract:	由於人機交互系統的發展，用於一般相機鏡頭的手部追蹤技術受到很多的關注。對於這項工作來說，我們改良了近期有名的物件追蹤演算法，稱Tracking-Learning-Detection (TLD)，以利於進行高效率的手部追蹤應用。具體來說，我們結合了反向投影方法來適應其中的追蹤及偵測機制以達成手部追蹤的各種情況。同時，我們也提出利用手部追蹤軌跡來提高TLD分類的準確度。在實驗結果表明了此改良的TLD成功地實現人機交互應用的目標。 Hand tracking on general camera has received a lot of attention due to numerous applications of human computer interaction. In this work, we improve a recently famous object tracking algorithm, named Tracking-Learning-Detection (TLD), in order to do efficient and effective hand tracking. Specifically, we incorporate the back projection method to adapt the tracking and detection mechanism for hand tracking. We also propose to use hand trajectories to advance the accuracy of the TLD classifier. Experimental results show that the revised TLD successfully accomplishes the target human computer interaction.
Appears in Collections:	[電機工程研究所] 學位論文

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