A Combined Method of Skin-and Depth-based Hand Gesture Recognition
نویسندگان
چکیده
منابع مشابه
Human Computer Interaction Using Vision-Based Hand Gesture Recognition
With the rapid emergence of 3D applications and virtual environments in computer systems; the need for a new type of interaction device arises. This is because the traditional devices such as mouse, keyboard, and joystick become inefficient and cumbersome within these virtual environments. In other words, evolution of user interfaces shapes the change in the Human-Computer Interaction (HCI). In...
متن کاملHuman Computer Interaction Using Vision-Based Hand Gesture Recognition
With the rapid emergence of 3D applications and virtual environments in computer systems; the need for a new type of interaction device arises. This is because the traditional devices such as mouse, keyboard, and joystick become inefficient and cumbersome within these virtual environments. In other words, evolution of user interfaces shapes the change in the Human-Computer Interaction (HCI). In...
متن کاملMonocular Vision Based Relative Depth Estimation for Hand Gesture Recognition
In this paper, we focus on real-time relative hand depth estimation with cluttered backgrounds and variable illumination for a target application to hand pushing and pulling detection. The task is characterized by a lack of consistent internal contrast in the hand combined with the complex background. We adopt a detection-and-registration strategy to predict frame-toframe scaling factor and mak...
متن کاملFeature descriptors for depth-based hand gesture recognition
Depth data acquired by consumer depth cameras provide a very informative description of the hand pose that can be exploited for accurate gesture recognition. A typical hand gesture recognition pipeline requires to identify the hand, extract some relevant features and exploit a suitable machine learning technique to recognize the performed gesture. This chapter deals with the recognition of stat...
متن کاملCombining multiple depth-based descriptors for hand gesture recognition
Depth data acquired by current low-cost real-time depth cameras provide a more informative description of the hand pose that can be exploited for gesture recognition purposes. Following this rationale, this paper introduces a novel hand gesture recognition scheme based on depth information. The hand is firstly extracted from the acquired data and divided into palm and finger regions. Then four ...
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ژورنال
عنوان ژورنال: The International Arab Journal of Information Technology
سال: 2019
ISSN: 2309-4524,1683-3198
DOI: 10.34028/iajit/17/1/16