Implementation of an Intelligent Head Gesture Recognition System
نویسندگان
چکیده
As per the rapidly advancement in the changing technology, the numerous applications are required. For example, for face, hand and gesture recognition. The previous researchers have been developed various methods foe head gesture recognition and they presented various limitations. Therefore the paper proposes an FPGA based gesture recognition system. The gesture detection and gesture recognition can achieve 30 frames per second using FPGA system. Accordingly that the system software can subsequently schedule all the tasks during the processing. The proposed system also introduces the obstacle detection technique. The system uses ultrasonic sensors for the obstacle detection. The proposed system is responsible for the detection of obstacles. Index Terms Wheelchair Interface, Ultrasonic Sensors, Face Detection, Gesture Recognition.
منابع مشابه
Head gesture recognition for hands-free control of an intelligent wheelchair
Purpose – This paper presents a novel hands-free control system for intelligent wheelchairs (IWs) based on visual recognition of head gestures. Design/methodology/approach – A robust head gesture-based interface (HGI), is designed for head gesture recognition of the RoboChair user. The recognised gestures are used to generate motion control commands to the low-level DSP motion controller so tha...
متن کامل3D Hand Motion Evaluation Using HMM
Gesture and motion recognition are needed for a variety of applications. The use of human hand motions as a natural interface tool has motivated researchers to conduct research in the modeling, analysis and recognition of various hand movements. In particular, human-computer intelligent interaction has been a focus of research in vision-based gesture recognition. In this work, we introduce a 3-...
متن کاملHead Gesture Recognition using Optical Flow based Classification with Reinforcement of GMM based Background Subtraction
This paper describes a technique of real time head gesture recognition system. The method includes Gaussian mixture model (GMM) accompanied by optical flow algorithm which provided us the required information regarding head movement. The proposed model can be implemented in various control system. We are also presenting the result and implementation of both mentioned method.
متن کاملA Novel Head Gesture Recognition Based Control for Intelligent Wheelchairs
To meet the challenges in today’s world of global computing, fast technologies, and increasingly old age population, the researchers have been trying to switch from traditional modes of navigation to automatically operated modes of navigation. This gives a level of independence in their daily activities inside the house without much effort. The demand for assistive navigation technologies to he...
متن کاملDesign and Implementation of an Intuitive Gesture Recognition System Using a Hand-held Device
As sensing technologies have developed, information equipment operating interfaces have changed. Thus, traditional instruction operation has evolved into intuitive operation, providing users a convenient operation experience without the need of learning in advance. At present, several kinds of intuitive user interface systems have been developed in intelligent mobile phones, such as picture ver...
متن کامل