A novel system of real time hand tracking and gesture recognition

机译：一种新颖的实时手部跟踪和手势识别系统

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摘要

This paper presents a novel system of hand tracking and gesture recognition in real time domain. In this paper, SIFT algorithm is used to generate image features which are invariant to image translation, scaling, rotation and partially invariant to illumination changes. The extracted key points are matched with saved key points and the image is recognized. We carried out experimentations on MATLAB platform and have successfully identified a number of gestures. To prove the versatility of our system, we have used different light conditions in real time. The obtained results are fast and encouraging.

机译：本文提出了一种新颖的实时域中的手部追踪和手势识别系统。在本文中，SIFT算法用于生成图像特征，这些特征对于图像平移，缩放，旋转和照明变化部分不变。将提取的关键点与保存的关键点进行匹配，即可识别图像。我们在MATLAB平台上进行了实验，并成功识别出许多手势。为了证明我们系统的多功能性，我们实时使用了不同的光照条件。获得的结果快速而令人鼓舞。

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来源
《2017 International Conference on Inventive Computing and Informatics》|2017年|512-516|共5页
会议地点 Coimbatore(IN)
作者
Anagha P. Dhote; Vikramsingh R. Parihar; Rashmi P. Sonar; Roshani. S. Nage;
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作者单位

Dept. of Computer Science and Engineering, Prof Ram Meghe College of Engineering and Management, Amravati, India;

Dept. of Electrical Engineering, Prof Ram Meghe College of Engineering and Management, Amravati, India;

Dept. of Computer Science and Engineeri;

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原文格式 PDF
正文语种 eng
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关键词
Feature extraction; Skin; Gesture recognition; Real-time systems; Image color analysis; Histograms; Transforms;

机译：特征提取;皮肤;手势识别;实时系统;图像颜色分析;直方图;变换;;

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专利

1. The Virtual Trackpad: An Electromyography-Based, Wireless, Real-Time, Low-Power, Embedded Hand-Gesture-Recognition System Using an Event-Driven Artificial Neural Network [J] . Xilin Liu, Jacob Sacks, Milin Zhang, Circuits and Systems II: Express Briefs, IEEE Transactions on . 2017,第11期

机译：虚拟触控板：使用事件驱动的人工神经网络的基于肌电图的无线实时，低功耗，嵌入式手势识别系统
2. Real-time dynamic gesture recognition and hand servo tracking using PTZ camera [J] . Cao Songxiao, Wang Xuanyin Multimedia Tools and Applications . 2019,第19期

机译：使用PTZ摄像机进行实时动态手势识别和手伺服跟踪
3. Real Time Hand Detection & Tracking for Dynamic Gesture Recognition [J] . Varsha Dixit, Anupam Agrawal International Journal of Intelligent Systems and Applications . 2015,第8期

机译：实时手部检测和跟踪以实现动态手势识别
4. Real Time Hand Gesture Recognition Including Hand Segmentation and Tracking [C] . Thomas Coogan, George Awad, Junwei Han, International Symposium on Advances in Visual Computing(ISVC 2006) pt.1; 20061106-08; Lake Tahoe,NV(US) . 2006

机译：实时手势识别，包括手的分割和跟踪
5. Real-time disparity computation and tracking for hand-pair gesture recognition. [D] . Mahotra, Sidharth. 2011

机译：实时视差计算和跟踪，用于手对手势识别。
6. A Frame Detection Method for Real-Time Hand Gesture Recognition Systems Using CW-Radar [O] . Myoungseok Yu, Narae Kim, Yunho Jung, 2020

机译：一种基于连续波雷达的实时手势识别系统的帧检测方法
7. Real time hand gesture recognition including hand segmentation and tracking [O] . Thomas Coogan, George Awad, Junwei Han, 2014

机译：实时手势识别包括手部分割和跟踪

A novel system of real time hand tracking and gesture recognition

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