Kinect Gesture Recognition Method Using Track Sequence
نویسندگان
چکیده
منابع مشابه
Gesture recognition using Microsoft Kinect®
Gesture recognition is essential for human – machine interaction. In this paper we propose a method to recognize human gestures using a Kinect® depth camera. The camera views the subject in the front plane and generates a depth image of the subject in the plane towards the camera. This depth image is then used for background removal, followed by generation of the depth profile of the subject. I...
متن کاملA Hierarchical Model for Continuous Gesture Recognition Using Kinect
Human gesture recognition is an area, which has been studied thoroughly in recent years, and close to 100% recognition rates in restricted environments have been achieved, often either with single separated gestures in the input stream, or with computationally intensive systems. The results are unfortunately not as striking, when it comes to a continuous stream of gestures. In this paper we int...
متن کاملClassifier Fusion for Gesture Recognition using a Kinect Sensor
Gesture recognition is becoming a more and more popular research topic since it can be applied to lots of areas, such as vision-based interface, communication and interaction. In this paper, experiments are implemented to verify the potential to improve vision based gesture recognition performance using multiple classifiers. The proposed approach implements gesture recognition which combines de...
متن کاملNatural Gesture Recognition using the Microsoft Kinect System
As the baby boomer generation retires and faces the challenges of old age, the young face the challenges of caring for the elderly. With a larger population of elderly than ever before, utilizing modern technology to increase efficiency and safety of patient monitoring will be more relevant in the coming decade than in any previous time. To help with this matter, we present a gesture recognitio...
متن کاملA Non-temporal Approach for Gesture Recognition Using Microsoft Kinect
Gesture recognition has become a very active research area with the advent of the Kinect sensor. The most common approaches for gesture recognition use temporal information and are based on methods such as Hidden Markov Models (HMM) and Dynamic Time Warping (DTW). In this paper, we present a novel non-temporal alternative for gesture recognition using the Microsoft Kinect device. The proposed a...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: DEStech Transactions on Computer Science and Engineering
سال: 2017
ISSN: 2475-8841
DOI: 10.12783/dtcse/cmee2016/5398