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Title: :  Air Hand Writing Using Python
PaperId: :  23547
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 2 2024
DUI:    16.0415/IJARIIE-23547
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Yogesh PawarSiddhant College Of Engineering Sudumbare
Atharva KapshikarSiddhant College Of Engineering Sudumbare
Rohan SurwadeSiddhant College Of Engineering Sudumbare

Abstract

Computer Engineering
Air Writing, Character Recognition, Object Detection, Real-Time Gesture Control System, Smart Wearables, Computer Vision.
Writing in air has been one of the most fascinating and challenging research areas in field of image processing and pattern recognition in the recent years. It contributes immensely to the advancement of an automation process and can improve the interface between man and machine in numerous applications. Several research works have been focusing on new techniques and methods that would reduce the processing time while providing higher recognition accuracy.Object tracking is considered as an important task within the field of Computer Vision. The invention of faster computers, availability of inexpensive and good quality video cameras and demands of automated video analysis has given popularity to object tracking techniques. Generally, video analysis procedure has three major steps: firstly, detecting of the object, secondly tracking its movement from frame to frame and lastly analysing the behaviour of that object. For object tracking, four different issues are taken into account; selection of suitable object representation, feature selection for tracking, object detection and object tracking. In real world, Object tracking algorithms are the primarily part of different applications such as: automatic surveillance, video indexing and vehicle navigation etc. The project takes advantage of this gap and focuses on developing a motion-to-text converter that can potentially serve as software for intelligent wearable devices for writing from the air. This project is a reporter of occasional gestures. It will use computer vision to trace the path of the finger. The generated text can also be used for various purposes, such as sending messages, emails, etc. It will be a powerful means of communication for the deaf. It is an effective communication method that reduces mobile and laptop usage by eliminating the need to write.

Citations

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IJARIIE Yogesh Pawar, Atharva Kapshikar, and Rohan Surwade. "Air Hand Writing Using Python" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 2 2024 Page 5395-5399
MLA Yogesh Pawar, Atharva Kapshikar, and Rohan Surwade. "Air Hand Writing Using Python." International Journal Of Advance Research And Innovative Ideas In Education 10.2(2024) : 5395-5399.
APA Yogesh Pawar, Atharva Kapshikar, & Rohan Surwade. (2024). Air Hand Writing Using Python. International Journal Of Advance Research And Innovative Ideas In Education, 10(2), 5395-5399.
Chicago Yogesh Pawar, Atharva Kapshikar, and Rohan Surwade. "Air Hand Writing Using Python." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 2 (2024) : 5395-5399.
Oxford Yogesh Pawar, Atharva Kapshikar, and Rohan Surwade. 'Air Hand Writing Using Python', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, 2024, p. 5395-5399. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Air_Hand_Writing_Using_Python_ijariie23547.pdf (Accessed : 25 May 2024).
Harvard Yogesh Pawar, Atharva Kapshikar, and Rohan Surwade. (2024) 'Air Hand Writing Using Python', International Journal Of Advance Research And Innovative Ideas In Education, 10(2), pp. 5395-5399IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Air_Hand_Writing_Using_Python_ijariie23547.pdf (Accessed : 25 May 2024)
IEEE Yogesh Pawar, Atharva Kapshikar, and Rohan Surwade, "Air Hand Writing Using Python," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, pp. 5395-5399, Mar-App 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Air_Hand_Writing_Using_Python_ijariie23547.pdf [Accessed : 25 May 2024].
Turabian Yogesh Pawar, Atharva Kapshikar, and Rohan Surwade. "Air Hand Writing Using Python." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 2 (25 May 2024).
Vancouver Yogesh Pawar, Atharva Kapshikar, and Rohan Surwade. Air Hand Writing Using Python. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : 25 May 2024]; 10(2) : 5395-5399. Available from: https://ijariie.com/AdminUploadPdf/Air_Hand_Writing_Using_Python_ijariie23547.pdf
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