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Title: :  A Review On An Inertial Pen for Handwriting and Gesture Recognition Using Adaptive DTW Algorithm
PaperId: :  1657
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 1 2016
DUI:    16.0415/IJARIIE-1657
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Nikhilesh W. LoheBapurao Deshmukh College Of Engineering,Sevagram
N. P. BobadeBapurao Deshmukh College Of Engineering,Sevagram
Dr.M.A.GaikwadBapurao Deshmukh College Of Engineering,Sevagram

Abstract

ELECTRONIC ENGINEERING
- Inertial Pen, Adaptive Dynamic Time Wrapping Algorithm (ADTW), Human Computer Interface (HCI).
In this review paper we are going to discuss a systematic adaptive dynamic time wrapping algorithm framework that can construct effective classifier for hand writing & gesture recognition. Review of digital pen for handwritten digit and gesture recognition using adaptive DTW algorithm based on accelerometer is discuss for the identification of 2-d handwriting and 3-d gesture. For this implementation we are going to use tri-axial accelerometer, tri-axial magnetometer, gyroscope, microcontroller, and RF wireless transmition module for sensing and collecting acceleration of handwriting and gesture. The proposed adaptive dynamic time wrapping algorithm includes the procedure of inertial signal acquisition, single pre-processing, motion detection, template selection and recognition. We integrate signals collected from accelerometer, a gyroscope, which might reduce the accuracy of the orientation estimation. We also have developed minimal inter-class to maximal inter-class based template selection method for ADTW recognizer to obtain a superior class separation for improved recognition.

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IJARIIE Nikhilesh W. Lohe, N. P. Bobade, and Dr.M.A.Gaikwad. "A Review On An Inertial Pen for Handwriting and Gesture Recognition Using Adaptive DTW Algorithm" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 1 2016 Page 739-743
MLA Nikhilesh W. Lohe, N. P. Bobade, and Dr.M.A.Gaikwad. "A Review On An Inertial Pen for Handwriting and Gesture Recognition Using Adaptive DTW Algorithm." International Journal Of Advance Research And Innovative Ideas In Education 2.1(2016) : 739-743.
APA Nikhilesh W. Lohe, N. P. Bobade, & Dr.M.A.Gaikwad. (2016). A Review On An Inertial Pen for Handwriting and Gesture Recognition Using Adaptive DTW Algorithm. International Journal Of Advance Research And Innovative Ideas In Education, 2(1), 739-743.
Chicago Nikhilesh W. Lohe, N. P. Bobade, and Dr.M.A.Gaikwad. "A Review On An Inertial Pen for Handwriting and Gesture Recognition Using Adaptive DTW Algorithm." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 1 (2016) : 739-743.
Oxford Nikhilesh W. Lohe, N. P. Bobade, and Dr.M.A.Gaikwad. 'A Review On An Inertial Pen for Handwriting and Gesture Recognition Using Adaptive DTW Algorithm', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 1, 2016, p. 739-743. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/A_Review_On_An_Inertial_Pen_for_Handwriting_and_Gesture_Recognition_Using_Adaptive_DTW_Algorithm_ijariie1657.pdf (Accessed : 30 November 2016).
Harvard Nikhilesh W. Lohe, N. P. Bobade, and Dr.M.A.Gaikwad. (2016) 'A Review On An Inertial Pen for Handwriting and Gesture Recognition Using Adaptive DTW Algorithm', International Journal Of Advance Research And Innovative Ideas In Education, 2(1), pp. 739-743IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/A_Review_On_An_Inertial_Pen_for_Handwriting_and_Gesture_Recognition_Using_Adaptive_DTW_Algorithm_ijariie1657.pdf (Accessed : 30 November 2016)
IEEE Nikhilesh W. Lohe, N. P. Bobade, and Dr.M.A.Gaikwad, "A Review On An Inertial Pen for Handwriting and Gesture Recognition Using Adaptive DTW Algorithm," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 1, pp. 739-743, Jan-Feb 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/A_Review_On_An_Inertial_Pen_for_Handwriting_and_Gesture_Recognition_Using_Adaptive_DTW_Algorithm_ijariie1657.pdf [Accessed : 30 November 2016].
Turabian Nikhilesh W. Lohe, N. P. Bobade, and Dr.M.A.Gaikwad. "A Review On An Inertial Pen for Handwriting and Gesture Recognition Using Adaptive DTW Algorithm." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 1 (30 November 2016).
Vancouver Nikhilesh W. Lohe, N. P. Bobade, and Dr.M.A.Gaikwad. A Review On An Inertial Pen for Handwriting and Gesture Recognition Using Adaptive DTW Algorithm. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 30 November 2016]; 2(1) : 739-743. Available from: http://ijariie.com/AdminUploadPdf/A_Review_On_An_Inertial_Pen_for_Handwriting_and_Gesture_Recognition_Using_Adaptive_DTW_Algorithm_ijariie1657.pdf
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