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Mastering the Microsoft Kinect Body Tracking, Object Detection, and the Azure Cloud Services
Know how to program the Microsoft Kinect and use the device for applications that interact directly with humans through gestures and motion. This...
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Interactive Art Therapy for Mental Health Using Microsoft Kinect
Nowadays, mental illness also called mental health disorders was becoming the most common illness among people. Many people who suffer from mental...
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Fixing algorithm of Kinect depth image based on non-local means
The three-dimensional (3D) geometrical information that depth maps contain is useful in many applications such as 3D reconstruction or simultaneous...
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A real-time multi view gait-based automatic gender classification system using kinect sensor
Gender classification plays an important role in many applications such as security and medical applications. Human gender can be classified using...
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A machine learning approach for non-invasive fall detection using Kinect
Human falls seldom occur; however, predicting falls is critical in health and safety. When aged people are alone at home, the chances of a dangerous...
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Use improved KINECT to recognize whole-body images to enhance accuracy
Epidemics are severe around the world, and people must wear face masks and authenticate in and out of public places to reduce the risk of virus...
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Performance Evaluation of Azure Kinect and Kinect 2.0 and Their Applications in 3D Key-Points Detection of Students in Classroom Environment
Kinect, which has the functions of depth data acquisition and human skeleton 3D key-points detection, is one of the most popular consumer-grade depth...
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Mixed Reality and Kinect
In the beginning, it was the punch card. In less than 100 years, the world has gone from massive, room-sized computers to tiny headsets that can...
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Multiple Person Tracking Based on Gait Identification Using Kinect and OpenPose
A gait provides the characteristics of a person’s walking style and hence is classified as personal identifiable information. There have been several...
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Depth analysis of kinect v2 sensor in different mediums
From the last few years, RGB-D cameras are widely used by researchers in various fields. Their reasonable cost and the ability to estimate distances...
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Practical 3D human skeleton tracking based on multi-view and multi-Kinect fusion
In this paper, we proposed a multi-view system for 3D human skeleton tracking based on multi-cue fusion. Multiple Kinect version 2 cameras are...
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The development of ViBe foreground detection algorithm using Lévy flights random update strategy and Kinect laser imaging sensor
This paper describes the development of a Lévy flights-based ViBe algorithm for foreground detection. It is based on a novel approach, using a...
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Design and Implementation of Intelligent Truck Based on Azure Kinect
In recent years, due to the impact of COVID-19, the market prospect of non-contact handling has improved and the development potential is huge. This...
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An Integrated System for Stroke Rehabilitation Exercise Assessment Using KINECT v2 and Machine Learning
Stroke-induced physical disabilities necessitate consistent and effective rehabilitation exercises. While a typical regime encompasses 20–60 min...
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The Effect of Fashion Model Walking Program Using Kinect on the Movement Activity of the Elderly
The purpose of this study is to implement a walking program for the elderly by applying fashion model walking using Kinect. The skeleton through the...
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Two Novel Methods for Multiple Kinect v2 Sensor Calibration
Camera calibration is an essential step for measuring an instrument’s accuracy by using its parameters. In this paper, we propose two methods for...
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Compressive sensing based recognition of human upper limb motions with kinect skeletal data
Limb motion recognition and assessment tasks have become one of the most substantial techniques in clinical environment to evaluate the motor...
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Multiple Kinect based system to monitor and analyze key performance indicators of physical training
Using a single Kinect device for human skeleton tracking and motion tracking lacks of reliability required in sports medicine and rehabilitation...
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Improving Smart Healthcare Safety and Security Using Kinect
Modern healthcare operating rooms are cumbersome, especially in the current pandemic of Coronavirus (COVID-19) to manage the safety and security of...
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Technical Skill Evaluation and Training Using Motion Curved Surface in Considered Velocity and Acceleration
Sports skill differences between beginners and experts are visualized and quantified by curvature and area of motion curved surfaces using Microsoft...