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Vision based Real Time Hand Gesture Recognition Techniques for Human Computer Interaction

Archana S.Ghotkar, Gajanan K. Kharate
2013 International Journal of Computer Applications  
Natural Interface with Computer using the intelligent approaches is the need of Human Computer Interaction (HCI)applications.  ...  Currently system is working on static hand gestures, further it will be extended to dynamic hand gesture recognition for Indian sign language interpretation.  ...  The authors are thankful to the Department of Science and Technology, Ministry of Science and Technology, New Delhi for supporting this non-commercial research under the Fast Track Scheme for Young Scientists  ... 
doi:10.5120/12148-8103 fatcat:dytpb3pj3vhkjewknomb6guuvi

Process monitoring and outcome inspection

Anna Valente, Andrea Marchetti, Ambra Vandone, Federico Mazzucato, Stefano Baraldo
2021 Zenodo  
Process monitoring and outcome inspection performed within AMATHO project on Direct Laser Melting. The project is funded by EU/CSJU, grant n. 717194  ...  Carpanzano (2020), Vision-based control for track geometry optimization of complex AM motion profiles by on-line laser power modulation. Procedia CIRP 95: 78-82 .  ...  • Post, off-line  Geometry validation  Roughness evaluation  Defect detection (porosity, cracks, inclusions  ... 
doi:10.5281/zenodo.5084704 fatcat:5hlm22k3fbe2db5xok7wgjc2ne

Indian Sign Language Numeral Recognition - An Image Processing Approach

Pooja Kiranalli, S. R.
2016 International Journal of Computer Applications  
The proposed algorithm for gesture recognition is based on boundary tracing and finger tip detection and also deals with images of bare hands, which allows the signer to interact with the system in a natural  ...  The method is based on counting the open fingers in the static images.  ...  Contact and Vision based devices used for hand gesture recognition The second category is vision based analysis which is based on the way human beings realize information about their surroundings.  ... 
doi:10.5120/ijca2016910866 fatcat:pk6gqov2yjgrhby74lcvgdr6vu

Hand Gesture Recognition using TOF camera

Jyotirmayee Routray, Sarthak Rout, Jiban Jyoti Panda, Bhabani Shankar Mohapatra, Hitendrita Panda
2021 International Journal of Applied Engineering Research  
recognition has attracted a lot of research interests in computer vision, pattern recognition, and human-computer interaction.  ...  Gesture recognition is an important topic in com-puter vision because of its wide range of applications, such as Human computer Interaction, sign language interpretation, and visual surveillance. 3-D gesture  ...  They are enabling the machine to take command by recognizing different hand gestures using Computer Vision-Based Approach, and Instrumented Glove to make the machine smart.  ... 
doi:10.37622/ijaer/16.4.2021.302-307 fatcat:iixdzsxk4zcjzlvfpgba4yzrmi

Survey on Artificial Intelligence Based Autonomous Inspection Systems for an Industry 4.0

2022 Design, Modelling and Fabrication of Advanced Robots  
The main idea of this project is to inspect the manufactured component through machine vision system .Through this project mainly the dimension correctness of the manufactured component is tested .The  ...  The overall setup of the machine is bridge type so it could be possible to inspect more than one work piece at a time.  ...  Visual inspection system based on the computer vision model detects this mismatch and notifies us in real time so that the defective piece can be excluded before they reach the final packaging stage.  ... 
doi:10.46632/dmfar/1/1/2 fatcat:ee726mbwxzbqhp7jpiglmpt624

Sign Language Recognition System for Disabled People

The aim is to present a real time system for hand gesture recognition on the basis of detection of some meaningful shape based feature like orientation, center of mass, status of fingers in term of raised  ...  Gesture recognition has a wide area of application including Human machine interaction, sign language, game technology robotics etc are some of the areas where Gesture recognition can be applied.  ...  It follows many future works based on the hand detection.  ... 
doi:10.35940/ijitee.a1012.1191s19 fatcat:oqr4jit73rdvzhxlng7lbg5xxi

Obstacle Avoidance Gloves for the Blind Based on Ultrasonic Sensor

Ruochuan Zhou
2019 Intelligent Control and Automation  
blinds based on ultrasonic sensors.  ...  With Arduino Nano single chip microcomputer as main controller, combined with ultrasonic sensor module, bluetooth module and speaker module, the glove realized the function of obstacle detection and alarm  ...  Conflicts of Interest The author declares no conflicts of interest regarding the publication of this paper.  ... 
doi:10.4236/ica.2019.103007 fatcat:mty5gwozvjexzhosjoprw3wj6a

A Comparative Review on Applications of Different Sensors for Sign Language Recognition

Muhammad Saad Amin, Syed Tahir Hussain Rizvi, Md. Murad Hossain
2022 Journal of Imaging  
A sensor-based smart glove for sign language recognition (SLR) proved helpful to generate data based on various hand movements related to specific signs.  ...  This paper will act as a guide for other researchers to understand all materials and techniques like flex resistive sensor-based, vision sensor-based, or hybrid system-based technologies used for sign  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/jimaging8040098 pmid:35448225 pmcid:PMC9027924 fatcat:ocodirl2frht7pf6jflorjs2we

Study of Different Developments of Artificial Intelligence Based Inspection Machine

2021 volume 7 Issue 3  
The purpose of this paper is to describe the survey of the inspection systems and the manufactured component through machine vision system.  ...  The setup of the machine is bridgetype, so it is possible to inspect more than one piece at a time.  ...  Machine vision system Captured image of the manufactured product Not as it was on the portion of assessment but Artificial intelligence based inspection has it's applications on street security review  ... 
doi:10.46632/7/3/3 fatcat:h4ukhymgnnh27ea7zvfptinnt4

Model for Object Detection using Computer Vision and Machine Learning for Decision Making

Aditya Raj, Manish Kannaujiya, Ajeet Bharti, Rahul Prasad, Namrata Singh, Ishan Bhardwaj
2019 International Journal of Computer Applications  
This paper gives the efficient model of the process of detecting the object and analyzing the gesture of an object using the machine learning and computer vision for decision making after surveying various  ...  apply vision based and data based object gesture recognition.  ...  This paper explains two different techniques of vision-based hand gesture and one based glove based technique. The vision-based techniques and second is a real-time algorithm.  ... 
doi:10.5120/ijca2019918516 fatcat:n3mwrq4n7nfnlip5q4qth3ztuu

Hand Gesture Recognition System as Virtual Mouse for HCI

Mr. Venkateshwar A
2021 International Journal for Research in Applied Science and Engineering Technology  
This paper proposes a virtual mouse system using colored hand glove based on HCI using computer vision and hand gestures.  ...  This system captures frames using a webcam or built-in cam it is based on the camera quality. So the usage of colored glove mouse system eliminates device dependency in order to use a mouse.  ...  It is used to perform all mouse operations based on number of defects.. II.  ... 
doi:10.22214/ijraset.2021.37503 fatcat:wnkmtaj33nfnzjhp3wtk5vhsiu

Development of Automated Camera Platform for Optimization of Machine Vision with IoT

2019 International journal of recent technology and engineering  
This paper describes the process of developing an automated camera platform based on two axis movement.  ...  The system was tested for accuracy and repeatability on the position and the speed of the linear actuator. The result shows that the system is applicable and reliable.  ...  The authors would like to thank Asia Pacific University of Technology and Innovation for partial funding in developing the system through Research and Development Grant.  ... 
doi:10.35940/ijrte.b1348.0982s1119 fatcat:zpgprwslljhjpgq47vd4wfbcgm

A Gesture-based Recognition System for Augmented Reality

Vinothini Kasinathan, Aida Mustapha, Asti Amalia Nur Fajrillah
2019 International Journal on Advanced Science, Engineering and Information Technology  
To address this gap, this project is set to develop a prototype of hand gesture recognition system based on computer vision in modeling basic human-computer interactions.  ...  The gesture-based had recognition system was implemented using the Rapid Application Development (RAD) methodology and was evaluated in terms of its usability and performance through five levels of testing  ...  Mattel Power Glove The Mattel Power Glove was a glove-type gesture input device built based on data gloves [22] .  ... 
doi:10.18517/ijaseit.9.6.6267 fatcat:s6ti4tiosrhopk3nvozcdath3u

Design and Development of a Vision Based Leather Trimming Machine [chapter]

M. Lanzetta, G. Tantussi
2002 AMST'02 Advanced Manufacturing Systems and Technology  
The expected advantages of integrating all vision based functions in a single machine, whose basic architecture is proposed in the paper, are also discussed.  ...  This work focuses on the image processing algorithms for defect detection on leather and the NC programming issues related to the path following optimization, which have been successfully tested with different  ...  FUTURE DEVELOPMENTS AND CONCLUSIONS The simple defect detection algorithm developed is based on the average gray level of the examined leather.  ... 
doi:10.1007/978-3-7091-2555-7_64 fatcat:chlzbemqhzg7lptwcrylyjwple

A Deep Neural Framework for Continuous Sign Language Recognition by Iterative Training Survey

Jeni Moni, Anju J Prakash
2020 Zenodo  
Sign Language SL is a medium of communication for physically disabled people. It is a gesture based language for communication of dumb and deaf people.  ...  It enables to achieve improvements on the gesture recognition performance.  ...  A Wearable Hand Gloves Gesture Detection Based On Flex Sensors for Disabled People Purohit et al. [3] introduced a wearable hand gloves gesture detection based on flex sensors for disabled people.  ... 
doi:10.5281/zenodo.3842830 fatcat:ihsrxzxcc5exlpo5lotjsil32q
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