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Title: :  ERUDITION ADAPTED MODEL FOR FACIAL APPEARANCE ANALYSIS AND GESTICULATION RECOGNITION
PaperId: :  4026
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 2 2017
DUI:    16.0415/IJARIIE-4026
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Karthika RajarethinamPrince Shri Venkateshwara Padmavathy Engineering College
Shanmathy ArivinbamPrince Shri Venkateshwara Padmavathy Engineering College
M.R.RajeswariPrince Shri Venkateshwara Padmavathy Engineering College
Veeralakshmi PonnuramuPrince Shri Venkateshwara Padmavathy Engineering College

Abstract

Information Technology
Bezier curve, binary conversion, Emotion detection, Sobel Filter, Image contrast, Skin color, Unlabeled dataset, Webcam User interface.
Image processing is the analysis and manipulation of a digital image, especially in order to improve its quality. This system is used to detect the human emotions from the input image. First an image is given as input, skin is segmented based on skin colour. The face region is then scanned by marking the edges of the face and the connected region is then cropped. From the cropped face image the eyes and the lips are separated. It draws Bezier curve for eyes and lips. Emotion of the Bezier curve is assigned as emotion of this image. The proposed approach in different applications: pain recognition and action unit detection using visual data and gestures classification using inertial measurements, demonstrating the generality of our method with respect to different input data types and basic classifiers. In terms of accuracy and computational time both with respect to user-independent approaches and to previous personalization techniques this project succeeds. This paper presents a framework for personalizing classification models which does not require labelled target data. It proposes a regression framework which exploits auxiliary annotated data to learn the relation between person-specific sample distributions and the parameters of the corresponding classifiers. Then, when considering a new target user, the classification model is computed by simply feeding the unlabelled sample distribution into the learned regression function.

Citations

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IJARIIE Karthika Rajarethinam, Shanmathy Arivinbam, M.R.Rajeswari, and Veeralakshmi Ponnuramu. "ERUDITION ADAPTED MODEL FOR FACIAL APPEARANCE ANALYSIS AND GESTICULATION RECOGNITION" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 2 2017 Page 557-562
MLA Karthika Rajarethinam, Shanmathy Arivinbam, M.R.Rajeswari, and Veeralakshmi Ponnuramu. "ERUDITION ADAPTED MODEL FOR FACIAL APPEARANCE ANALYSIS AND GESTICULATION RECOGNITION." International Journal Of Advance Research And Innovative Ideas In Education 3.2(2017) : 557-562.
APA Karthika Rajarethinam, Shanmathy Arivinbam, M.R.Rajeswari, & Veeralakshmi Ponnuramu. (2017). ERUDITION ADAPTED MODEL FOR FACIAL APPEARANCE ANALYSIS AND GESTICULATION RECOGNITION. International Journal Of Advance Research And Innovative Ideas In Education, 3(2), 557-562.
Chicago Karthika Rajarethinam, Shanmathy Arivinbam, M.R.Rajeswari, and Veeralakshmi Ponnuramu. "ERUDITION ADAPTED MODEL FOR FACIAL APPEARANCE ANALYSIS AND GESTICULATION RECOGNITION." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 2 (2017) : 557-562.
Oxford Karthika Rajarethinam, Shanmathy Arivinbam, M.R.Rajeswari, and Veeralakshmi Ponnuramu. 'ERUDITION ADAPTED MODEL FOR FACIAL APPEARANCE ANALYSIS AND GESTICULATION RECOGNITION', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, 2017, p. 557-562. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/ERUDITION_ADAPTED_MODEL_FOR_FACIAL_APPEARANCE_ANALYSIS_AND_GESTICULATION_RECOGNITION_ijariie4026.pdf (Accessed : 22 August 2017).
Harvard Karthika Rajarethinam, Shanmathy Arivinbam, M.R.Rajeswari, and Veeralakshmi Ponnuramu. (2017) 'ERUDITION ADAPTED MODEL FOR FACIAL APPEARANCE ANALYSIS AND GESTICULATION RECOGNITION', International Journal Of Advance Research And Innovative Ideas In Education, 3(2), pp. 557-562IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/ERUDITION_ADAPTED_MODEL_FOR_FACIAL_APPEARANCE_ANALYSIS_AND_GESTICULATION_RECOGNITION_ijariie4026.pdf (Accessed : 22 August 2017)
IEEE Karthika Rajarethinam, Shanmathy Arivinbam, M.R.Rajeswari, and Veeralakshmi Ponnuramu, "ERUDITION ADAPTED MODEL FOR FACIAL APPEARANCE ANALYSIS AND GESTICULATION RECOGNITION," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, pp. 557-562, Mar-App 2017. [Online]. Available: https://ijariie.com/AdminUploadPdf/ERUDITION_ADAPTED_MODEL_FOR_FACIAL_APPEARANCE_ANALYSIS_AND_GESTICULATION_RECOGNITION_ijariie4026.pdf [Accessed : 22 August 2017].
Turabian Karthika Rajarethinam, Shanmathy Arivinbam, M.R.Rajeswari, and Veeralakshmi Ponnuramu. "ERUDITION ADAPTED MODEL FOR FACIAL APPEARANCE ANALYSIS AND GESTICULATION RECOGNITION." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 2 (22 August 2017).
Vancouver Karthika Rajarethinam, Shanmathy Arivinbam, M.R.Rajeswari, and Veeralakshmi Ponnuramu. ERUDITION ADAPTED MODEL FOR FACIAL APPEARANCE ANALYSIS AND GESTICULATION RECOGNITION. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 22 August 2017]; 3(2) : 557-562. Available from: https://ijariie.com/AdminUploadPdf/ERUDITION_ADAPTED_MODEL_FOR_FACIAL_APPEARANCE_ANALYSIS_AND_GESTICULATION_RECOGNITION_ijariie4026.pdf
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