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Human detection using depth information by Kinect

Lu Xia, Chia-Chih Chen, J. K. Aggarwal
2011 CVPR 2011 WORKSHOPS  
In this paper, we present a novel human detection method using depth information taken by the Kinect for Xbox 360.  ...  Conventional human detection is mostly done in images taken by visible-light cameras. These methods imitate the detection process that human use.  ...  Human Detection Using Depth Information by Kinect Lu Xia, Chia-Chih Chen and J. K.  ... 
doi:10.1109/cvprw.2011.5981811 dblp:conf/cvpr/XiaCA11 fatcat:jfxpmx3s2bdrdombo6ljdljmgq

Human Detection Using Color and Depth Information by Kinect Based on the Fusion Method of Decision Template

Yang Shi, Xiucheng Dong, Decai Shi, Qiuyan Yang
2016 Innovative Computing Information and Control Express Letters, Part B: Applications  
As it is hard to fulfill the people detection tasks in complex environment using a common camera, this paper presents a Multi-Features human detection method based on color and depth image provided by  ...  Kinect.  ...  This work is partially supported by Fund of the major cultivation project of Education Bureau of Sichuan Province, China (No: 13ZC0003) and partially supported by Fund of the Chunhui plan project of Chinese  ... 
doi:10.24507/icicelb.07.07.1567 fatcat:q4slzpi4h5ccvkwd7q2im5stcm

Human-Computer Natur al User Inter face Based on Hand Motion Detection and Tracking

Wenkai Xu, Eung-Joo Lee
2012 Journal of Korea Multimedia Society  
In this paper, we explain a study on natural user interface (NUI) in human hand motion recognition using RGB color information and depth information by Kinect camera from Microsoft Corporation.  ...  device, which serves to provide RGB images of the environment and the depth map of the scene were used.  ...  In this paper, we proposed a series of methods to implement human hand detection and hand motion tracking by using Kinect, which is one of the successful device and algorithm in natural interaction that  ... 
doi:10.9717/kmms.2012.15.4.501 fatcat:qhe3twaqyfhafgyvyo5bbqha3m

Enhanced Computer Vision With Microsoft Kinect Sensor: A Review

Jungong Han, Ling Shao, Dong Xu, Jamie Shotton
2013 IEEE Transactions on Cybernetics  
The complementary nature of the depth and visual information provided by the Kinect sensor opens up new opportunities to solve fundamental problems in computer vision.  ...  With the invention of the low-cost Microsoft Kinect sensor, high-resolution depth and visual (RGB) sensing has become available for widespread use.  ...  Han was employed by CWI, the Netherlands. Therefore, J. Han would like to thank Dr. E. Pauwels for granting the opportunity to work on this interesting topic.  ... 
doi:10.1109/tcyb.2013.2265378 pmid:23807480 fatcat:gfwxijctnbgonnanvdklslbguq

Human Detection System by Fusing Depth Map-Based Method and Convolutional Neural Network-Based Method

Anh Vu Le, Tran Tin Phu, Jong Suk Choi, Jan Skapa, Miroslav Voznak
2017 Advances in Electrical and Electronic Engineering  
In this paper, the depth images and the colour images provided by Kinect sensors are used to enhance the accuracy of human detection. The depthbased human detection method is fast but less accurate.  ...  On the other hand, the faster region convolutional neural network-based human detection method is accurate but requires a rather complex hardware configuration.  ...  Acknowledgment The research was partly supported by the R&D pro-  ... 
doi:10.15598/aeee.v15i4.2377 fatcat:v35vysl4c5gixmmxurmyeoq3k4

Skeletonization of the Straight Leg Raise Movement using the Kinect SDK

Hustinawaty, T. Rumambi, M. Hermita
2021 International Journal of Advanced Computer Science and Applications  
Kinect can be relied upon to be used as a tool for detecting and tracking skeletons, and can then be used to measure SLR ROM in real time and analyze low back pain problems and measure effectiveness in  ...  that can detect movement and track the human skeleton.  ...  Then research using depth images obtained by the Kinect sensor can bring innovative ways to build intelligent fall detection systems that can be used to observe parents at home, and notify guards by raising  ... 
doi:10.14569/ijacsa.2021.0120683 fatcat:c65pqjxrojeobfqqp7hbxgneem

Towards Autonomous Depth Perception for Surveillance in Real World Environments

Gayatri M. Behara, Vamsy P. Chodavarapu
2017 2017 IEEE International Conference on Autonomic Computing (ICAC)  
Specifically, we present an autonomous object detection method using the depth information obtained from the Microsoft Kinect sensor.  ...  The various hand gestures can be classified by training the system with the help of depth information generated by Kinect sensor.  ...  For detecting the 3D locations of the hands and face, the depth information generated from Microsoft Kinect is used [12] .  ... 
doi:10.1109/icac.2017.40 dblp:conf/icac/BeharaC17 fatcat:t77vqaygxffw5n4gszrnvg6waa

Kinect-Based Moving Human Tracking System with Obstacle Avoidance

Abdel Mehsen Ahmad, Zouhair Bazzal, Hiba Al Youssef
2017 Advances in Science, Technology and Engineering Systems  
The system scans the environment by using Kinect, a 3D sensor, and tracks the center of mass of a specific user by using Processing, an open source computer programming language.  ...  The implemented system is tested under different lighting conditions and the performance is analyzed using several generated depth images.  ...  That happens within the setup () by using enable User() function and to access depth data the enable Depth() function is used.  ... 
doi:10.25046/aj020325 fatcat:fmij4dfatne7lm3f4dfd6dksdu

Fall Detection for Elderly People in Indoor Environment using Kinect Sensor

2017 International Journal of Science and Research (IJSR)  
Through the analysis of the existing fall detection techniques, a more easy and quick algorithm about human body fall detection based on the human skeleton extraction using Kinect sensor is proposed in  ...  This algorithm consists of two parts, which are moving target depth of image acquisition, processing of depth image and identification of human skeleton.  ...  Based on depth image sequence, by extracting and tracking the joints of the human body as well as investigating the joints' behaviour after fall, the proposed approach can detect and confirm the human  ... 
doi:10.21275/art20164595 fatcat:zwvgabwd5vfx7kbarmav2omdt4

Hand Gesture Recognition for Kinect v2 Sensor in the Near Distance Where Depth Data Are Not Provided

Min-Soo Kim, Choong Ho Lee
2016 International Journal of Software Engineering and Its Applications  
The proposed method does not use the information of depth sensor and infrared sensor, but detect hand area and count the number of isolated areas which are generated by drawing a circle in the center of  ...  Kinect v2 sensor does not provide depth information and skeletal traction function in near distance from the sensor.  ...  This research was supported by the research fund of Hanbat National University in 2016.  ... 
doi:10.14257/ijseia.2016.10.12.34 fatcat:odlzax37erffbpqd4yy7huif5q

Hand Detecting and Positioning Based on Depth Image of Kinect Sensor

Van Bang Le
2014 International Journal of Information and Electronics Engineering  
First, Kinect sensor is used to obtain depth image information. Then it extracts splith and with the official Microsoft SDK.  ...  This paper presents a new method of detection and identification, called PYTHON programming environment, which can realize the gesture track recognition based on the depth image information get by the  ...  In order to improve the recognition rate and its application effect, this study uses the depth information collected by Kinect to achieve precise hand detection and gesture trajectory tracking.  ... 
doi:10.7763/ijiee.2014.v4.430 fatcat:acljq3gea5en5gfnjvy6dthwgq

Recognition of Abnormal Human Behavior using Kinect Case Study: Tehran Metro Station

Farzam Ghanbarnezhad, Salman Hosseini, Motahareh Hosseini
2016 Indian Journal of Science and Technology  
By taking use of the depth information, the system recognizes unusual behavior and by face detection and analysis, the system of face-hiding behavior.  ...  Methods: The main purpose of this study focuses on abnormal human behavior detection by using Microsoft's Kinect camera.  ...  By using Kinect, it detects and tracks all persons in the specified visibility range in Metro station. It can also get all persons position information from Kinect.  ... 
doi:10.17485/ijst/2016/v9i43/104969 fatcat:xpudbx3vafdxhew4c5xtroacsa

A system for change detection and human recognition in voxel space using the Microsoft Kinect sensor

T. Gill, J. M. Keller, D. T. Anderson, R. H. Luke
2011 2011 IEEE Applied Imagery Pattern Recognition Workshop (AIPR)  
Vision findings are evaluated using our prior high-level linguistic summarization of human activity work.  ...  In this article, we extend our prior research and consider a new, inexpensive infrared depth camera device, the Microsoft Kinect.  ...  In [22, 23] , we begin by considering all current non-human voxels in the blanketed set. The background probabilities are updated using this information.  ... 
doi:10.1109/aipr.2011.6176347 dblp:conf/aipr/GillKAL11 fatcat:czowsy3kv5cnpiby2okf4vc3z4

Respiratory detection using non-contact sensors

Chen Xinqiang, Huang Zhicheng, Su Lumei
2020 IOP Conference Series: Materials Science and Engineering  
This paper studies three types of non-contact respiratory detection technologies. (1) Kinect-based respiratory detection method, which uses the depth sensor to obtain the depth value of the chest and abdomen  ...  Kinect-based respiratory detection method is less affected by environmental interference, but the detection accuracy is lower and the detection range is limited.  ...  First, based on the detection method of the Kinect camera, the built-in depth sensor is used to obtain the depth value of the chest and abdomen region undulation [2] .  ... 
doi:10.1088/1757-899x/853/1/012022 fatcat:6yps3wr6wrhndmiisxa3fzt2fa

Simulating Feasibility Assessment of the Golf Swing by Kinect Motion-Sensing Photography

2016 Sensors and materials  
This study aims to construct a teaching system for correcting swing action using non-contact sensing Kinect motion-sensing photo equipment.  ...  The proposed system is expected to collect a golfer's pose and action during the backswing for data analysis, and detect incorrect backswing actions in order to attain the goal of interactive golf teaching  ...  The SHOULDER_LEFT, SHOULDER_RIGHT, FOOT_LEFT, and FOOT_RIGHT joints provided by Microsoft Kinect human joints are used for detection.  ... 
doi:10.18494/sam.2016.1350 fatcat:oz5zc26645ghbmlo2gbm5erwoq
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