Microsoft Kinect in Gesture Recognition: A Short Review

نویسندگان

  • Soumi Paul
  • Subhadip Basu
  • Mita Nasipuri
چکیده

Microsoft Kinect sensor is a low cost, high-resolution, depth and visual (RGB) sensing device. It became popular in a very short span for widespread use. The depth and visual information (RGB-D) together provided by the Kinect sensor opens up new opportunities for computer vision. This paper contains an overview of evolution of different versions of Kinect and highlights the differences of their key features. It also reviews the use of Kinect v1 and v2 in gesture recognition, an important field of computer vision. Finally, a summary of the challenges in this field and future research trends is provided.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Hand Gesture Recognition Library for a 3D Viewer Supported by Kinect’s Depth Sensor

In modern life, human–computer interaction has received the most interest from researchers, especially in developing new interaction methods. Microsoft’s Kinect sensor, which has integrated red-green-blue and depth (RGB+D) cameras, opens up new possibilities As well, many three-dimensional (3D) applications have been developed fashioning the computer world more natural and real for the user. In...

متن کامل

A 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 کامل

Stereotypical Motor Movement Recognition Using Microsoft Kinect with Artificial Neural Network

Autism spectrum disorder is a complex developmental disability. It is defined by a certain set of behaviors. Persons with Autism Spectrum Disorders (ASD) frequently engage in stereotyped and repetitive motor movements. The objective of this article is to propose a method to automatically detect this unusual behavior. Our study provides a clinical tool which facilitates for doctors the diagnosis...

متن کامل

An Integrated Approach of Real-time Hand Gesture Recognition Based on Feature Points

Hand Gesture recognition systems enable people to interact with digital systems naturally. Due to the spread of body motion capture device, depth information is available for getting more delicate and effective gesture recognition results. However, due to the limitation of devices such as Microsoft Kinect, it is still very difficult to obtain hand gesture information in rela-time. This paper pr...

متن کامل

HAGR-D: A Novel Approach for Gesture Recognition with Depth Maps

The hand is an important part of the body used to express information through gestures, and its movements can be used in dynamic gesture recognition systems based on computer vision with practical applications, such as medical, games and sign language. Although depth sensors have led to great progress in gesture recognition, hand gesture recognition still is an open problem because of its compl...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2016