Real-Time 3D Hand Gesture Detection from Depth Images

Proceedings of the 2012 2nd International Conference on Computer and Information Applications (ICCIA 2012) ◽

10.2991/iccia.2012.189 ◽

2012 ◽

Author(s):

Lin Song ◽

Ruimin Hu ◽

Hua Zhang ◽

Yulian Xiao ◽

Liyu Gong

Keyword(s):

Real Time ◽

Hand Gesture ◽

Depth Images ◽

Hand Gesture Detection

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Real-Time 3D Hand Gesture Detection from Depth Images

Advanced Materials Research ◽

10.4028/www.scientific.net/amr.756-759.4138 ◽

2013 ◽

Vol 756-759 ◽

pp. 4138-4142 ◽

Author(s):

Lin Song ◽

Rui Min Hu ◽

Hua Zhang ◽

Yu Lian Xiao ◽

Li Yu Gong

Keyword(s):

Real Time ◽

Time Algorithm ◽

State Machine ◽

Microsoft Kinect ◽

Hand Gesture ◽

Hand Gestures ◽

Depth Images ◽

Frame Difference ◽

Effectiveness And Efficiency ◽

Hand Gesture Detection

In this paper, we describe an real-time algorithm to detect 3D hand gestures from depth images. Firstly, we detect moving regions by frame difference; then, regions are refined by removing small regions and boundary regions; finally, foremost region is selected and its trajectories are classified using an automatic state machine. Experiments on Microsoft Kinect for Xbox captured sequences show the effectiveness and efficiency of our system.

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Real-time Hand Gesture Recognition from Depth Images Using Convex Shape Decomposition Method

Journal of Signal Processing Systems ◽

10.1007/s11265-013-0778-7 ◽

2013 ◽

Vol 74 (1) ◽

pp. 47-58 ◽

Author(s):

Shuxin Qin ◽

Xiaoyang Zhu ◽

Yiping Yang ◽

Yongshi Jiang

Keyword(s):

Real Time ◽

Gesture Recognition ◽

Decomposition Method ◽

Hand Gesture Recognition ◽

Hand Gesture ◽

Convex Shape ◽

Depth Images ◽

Shape Decomposition

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Real-Time Hand Gesture Detection and Recognition Using Bag-of-Features and Support Vector Machine Techniques

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2011.2161140 ◽

2011 ◽

Vol 60 (11) ◽

pp. 3592-3607 ◽

Author(s):

Nasser H. Dardas ◽

Nicolas D. Georganas

Keyword(s):

Support Vector Machine ◽

Real Time ◽

Support Vector ◽

Hand Gesture ◽

Bag Of Features ◽

Hand Gesture Detection ◽

Detection And Recognition

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Real-Time Hand Gesture Detection and Recognition by Random Forest

Communications in Computer and Information Science - Communications and Information Processing ◽

10.1007/978-3-642-31968-6_89 ◽

2012 ◽

pp. 747-755 ◽

Author(s):

Xian Zhao ◽

Zhan Song ◽

Jian Guo ◽

Yanguo Zhao ◽

Feng Zheng

Keyword(s):

Random Forest ◽

Real Time ◽

Hand Gesture ◽

Hand Gesture Detection ◽

Detection And Recognition

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Real-Time Hand Gesture Detection and Recognition for Human Computer Interaction

Advances in Intelligent Systems and Computing - Intelligent Systems Technologies and Applications ◽

10.1007/978-3-319-23036-8_49 ◽

2015 ◽

pp. 559-567 ◽

Author(s):

Kapil Yadav ◽

Jhilik Bhattacharya

Keyword(s):

Human Computer Interaction ◽

Real Time ◽

Hand Gesture ◽

Hand Gesture Detection ◽

Detection And Recognition ◽

Computer Interaction

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Real-time Implementation of Electromyography for Hand Gesture Detection Using Micro Accelerometer

Advances in Intelligent Systems and Computing - Artificial Intelligence and Evolutionary Computations in Engineering Systems ◽

10.1007/978-81-322-2656-7_32 ◽

2016 ◽

pp. 357-364 ◽

Author(s):

Subhendu Roy ◽

Sraboni Ghosh ◽

Aratrika Barat ◽

Madhurima Chattopadhyay ◽

Debjyoti Chowdhury

Keyword(s):

Real Time ◽

Hand Gesture ◽

Hand Gesture Detection ◽

Micro Accelerometer

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Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks

2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019) ◽

10.1109/fg.2019.8756576 ◽

2019 ◽

Author(s):

Okan Kopuklu ◽

Ahmet Gunduz ◽

Neslihan Kose ◽

Gerhard Rigoll

Keyword(s):

Neural Networks ◽

Real Time ◽

Convolutional Neural Networks ◽

Hand Gesture ◽

Hand Gesture Detection

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Real-Time Hand Gesture Detection Using Convex Hull and Contour Edge Detection

10.1007/978-981-16-1342-5_26 ◽

2021 ◽

pp. 325-335

Author(s):

Smriti Amatya ◽

Ishika ◽

M. V. Manoj Kumar ◽

B. S. Prashanth ◽

H. R. Sneha ◽

...

Keyword(s):

Convex Hull ◽

Edge Detection ◽

Real Time ◽

Hand Gesture ◽

Hand Gesture Detection

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Real-Time Hand Gesture Detection and Recognition Using Boosted Classifiers and Active Learning

Advances in Image and Video Technology - Lecture Notes in Computer Science ◽

10.1007/978-3-540-77129-6_47 ◽

2007 ◽

pp. 533-547 ◽

Author(s):

Hardy Francke ◽

Javier Ruiz-del-Solar ◽

Rodrigo Verschae

Keyword(s):

Active Learning ◽

Real Time ◽

Hand Gesture ◽

Hand Gesture Detection ◽

Boosted Classifiers ◽

Detection And Recognition

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Hand Gesture Detection Based Real-Time American Sign Language Letters Recognition using Support Vector Machine

2019 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech) ◽

10.1109/dasc/picom/cbdcom/cyberscitech.2019.00078 ◽

2019 ◽

Author(s):

Xinyun Jiang ◽

Wasim Ahmad

Keyword(s):

Support Vector Machine ◽

American Sign Language ◽

Real Time ◽

Sign Language ◽

Support Vector ◽

Hand Gesture ◽

American Sign ◽

Hand Gesture Detection

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