A Computer Vision-Based Gesture Recognition Using Hidden Markov Model

2019 ◽  
pp. 55-67 ◽  
Author(s):  
Keshav Sinha ◽  
Rashmi Kumari ◽  
Annu Priya ◽  
Partha Paul
Keyword(s):  
Computer Vision ◽  
Markov Model ◽  
Hidden Markov Model ◽  
Gesture Recognition ◽  
Hidden Markov

Continuous Gesture Recognition Based on Hidden Markov Model

2016 ◽  
pp. 3-11
Author(s):  
Meng Yu ◽  
Gang Chen ◽  
Zilong Huang ◽  
Qiang Wang ◽  
Yuan Chen
Keyword(s):  
Markov Model ◽  
Hidden Markov Model ◽  
Gesture Recognition ◽  
Hidden Markov

Non-intrusive gesture recognition system combining with face detection based on Hidden Markov Model

2014 ◽  
Author(s):  
Jing Jin ◽  
Yuanqing Wang ◽  
Liujing Xu ◽  
Liqun Cao ◽  
Lei Han ◽  
...  
Keyword(s):  
Markov Model ◽  
Hidden Markov Model ◽  
Face Detection ◽  
Gesture Recognition ◽  
Hidden Markov ◽  
Recognition System

Detection of Violence Based on Hidden Markov Model

2012 ◽  
Vol 433-440 ◽  
pp. 4651-4655
Author(s):  
Hui Qing Lu ◽  
Wei Nan Zhu ◽  
Yu Chao Zhou
Keyword(s):  
Computer Vision ◽  
Markov Model ◽  
Hidden Markov Model ◽  
Video Analysis ◽  
Hidden Markov ◽  
Center Of Mass ◽  
Normal Activity ◽  
Abnormality Detection ◽  
Video Images ◽  
The Difference

This paper proposes an intelligent video analysis technology for elevator cage abnormality detection in computer vision. By collecting, processing, and analyzing video images in real time, the feature vectors including the variation of foreground pixels, the variation of length and width of foreground region’s enclosing rectangle and the variation of foreground region’s center of mass are obtained. The background is modeled by the Codebook Subtraction algorithm，these feature data are processed via K-Means clustering to get observation sequences, which are used to model a Hidden Markov Model (HMMs) for the normal activity. Last, the abnormalities are identified by the difference, which is predetermined by observing the normal and abnormal activity testing sequences, from normal activity model

Hand Gesture Recognition using Colour Based Segmentation and Hidden Markov Model

2015 ◽  
Vol 4 (5) ◽  
pp. 386-389
Author(s):  
Kshitish Milind Deo ◽  
Tirtha Suresh Girolkar ◽  
Avanti Yashwant Kulkarni
Keyword(s):  
Markov Model ◽  
Hidden Markov Model ◽  
Gesture Recognition ◽  
Hidden Markov ◽  
Hand Gesture Recognition ◽  
Hand Gesture

Hidden Markov model for human to computer interaction: a study on human hand gesture recognition

2011 ◽  
Vol 40 (4) ◽  
pp. 495-516 ◽  
Author(s):  
Sara Bilal ◽  
Rini Akmeliawati ◽  
Amir A. Shafie ◽  
Momoh Jimoh E. Salami
Keyword(s):  
Markov Model ◽  
Hidden Markov Model ◽  
Gesture Recognition ◽  
Hidden Markov ◽  
Hand Gesture Recognition ◽  
Hand Gesture ◽  
Human Hand ◽  
Computer Interaction
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