Human Computer Interaction Through Hand Gestures for Home Automation Using Microsoft Kinect

被引：7

作者：

Desai, Smit ^{[1
]}

Desai, Apurva ^{[2
]}

机构：

[1] Sarvajanik Coll Engn & Technol, Surat, Gujarat, India

[2] Veer Narmad South Gujarat Univ, Surat, Gujarat, India

来源：

PROCEEDINGS OF INTERNATIONAL CONFERENCE ON COMMUNICATION AND NETWORKS | 2017年 / 508卷

关键词：

Microsoft Kinect; Human computer interaction (HCI); Computer vision (CV); Depth sensor; Feature extraction; Feature classification; Arduino uno; RECOGNITION;

D O I：

10.1007/978-981-10-2750-5_3

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Gesture recognition has been an attractive area of research since a long time. With the introduction of Microsoft Kinect, hand gesture and body gesture recognition has become handy for the researchers. Here an innovative application has been presented which controls all electrical home appliances through hand gestures. The algorithm presented here is an assistive application useful for physically challenged and senior citizens. In this paper we have used Microsoft Kinect for image capturing along with some important computer vision (CV) and digital image processing techniques (DIP) for hand gesture recognition. Arduino Uno microcontroller and relay circuits are used for controlling electrical devices. The algorithm presented gives an accuracy of 88 %.

引用

页码：19 / 29

页数：11

共 50 条

[1] Human Computer Interaction Using Hand Gestures
Premaratne, Prashan
Quang Nguyen
Premaratne, Malin
[J]. ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS, 2010, 93 : 381 - +
[2] Human-Computer Interaction using hand gestures
Gota, Dan-Ioan
Puscasiu, Adela
Fanca, Alexandra
Valean, Honoriu
Miclea, Liviu
[J]. PROCEEDINGS OF 2020 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION, QUALITY AND TESTING, ROBOTICS (AQTR), 2020, : 195 - 199
[3] Animating Human Movement & Gestures on an Agent using Microsoft Kinect
Akinjala, Tunde Ballack
Agada, Ruth
Yan, Jie
[J]. PROCEEDINGS OF 2016 IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA (ISM), 2016, : 369 - 374
[4] The Algorithm based on Kinect to Realize Human-computer Interaction through Gestures Control
Lu, Miao
Shang, Shu-Yuan
[J]. INTERNATIONAL CONFERENCE ON MECHANICS AND CONTROL ENGINEERING (MCE 2015), 2015, : 210 - 214
[5] Recognizing Hand Gestures for Human Computer Interaction
Singh, Dushyant Kumar
[J]. 2015 INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND SIGNAL PROCESSING (ICCSP), 2015, : 379 - 382
[6] Gesture Based Improved Human-Computer Interaction Using Microsoft's Kinect Sensor
Saha, Sriparna
Ganguly, Biswarup
Konar, Amit
[J]. 2016 INTERNATIONAL CONFERENCE ON MICROELECTRONICS, COMPUTING AND COMMUNICATIONS (MICROCOM), 2016,
[7] Natural Human-Computer Interaction Using Static and Dynamic Hand Gestures
Plouffe, Guillaume
Cretu, Ana-Maria
Payeur, Pierre
[J]. 2015 IEEE INTERNATIONAL WORKSHOP ON HAPTIC AUDIO-VISUAL ENVIRONMENTS AND GAMES (HAVE), 2015, : 57 - 62
[8] 7 DOF Industrial Robot Controlled by Hand Gestures Using Microsoft Kinect v2
Cueva, Wilson F. C.
Torres, Hugo M. S.
Kern, John M.
[J]. 2017 IEEE 3RD COLOMBIAN CONFERENCE ON AUTOMATIC CONTROL (CCAC), 2017,
[9] Home Automation through Hand Gestures Using ResNet50 and 3D-CNN
Raksha, Ankitha
Rajasekaran, Raghul Krishna
Francis, Praveen
Yogeshwara, Suhas
Iliev, Alexander I.
[J]. DIGITAL PRESENTATION AND PRESERVATION OF CULTURAL AND SCIENTIFIC HERITAGE, 2021, 11 : 215 - 226
[10] Meaningful gestures for human computer interaction: Beyond hand postures
Hummels, C
Stappers, PJ
[J]. AUTOMATIC FACE AND GESTURE RECOGNITION - THIRD IEEE INTERNATIONAL CONFERENCE PROCEEDINGS, 1998, : 591 - 596

← 1 2 3 4 5 →