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Title: :  Partial Face Recognition Using RPSM Algorithm
PaperId: :  4394
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-4394
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Tejaswini MahajanPune Vidyarthi Griha's College Of Engineering, Nashik
Vrushali GangurdePune Vidyarthi Griha's College Of Engineering, Nashik
Dipali NerkarPune Vidyarthi Griha's College Of Engineering, Nashik
Jagruti MahajanPune Vidyarthi Griha's College Of Engineering, Nashik
Prof. M. T. JagtapPune Vidyarthi Griha's College Of Engineering, Nashik

Abstract

Computer Engineering
Face recognition, partial face recognition, feature set matching, feature alignment, image matching, biometrics
Over the past three decades, a number of face recognition methods have been proposed in computer vision, and most of them use holistic face images for person identification. In many real-world scenarios especially some unconstrained environments, human faces might be occluded by other objects and it is difficult to obtain fully holistic face images for recognition. To address this, system propose a new partial face recognition approach to recognize persons of interest from their partial faces. Given a pair of gallery image and probe face patch, system first detect key points and extract their local textural features. Then, system propose a robust point set matching (RPSM) method to discriminatively match these two extracted local feature sets, where both the textural and geometrical information of local features are explicitly used for matching simultaneously. Lastly, the similarity of two faces is converted as the distance between these two aligned feature sets. Experimental results on four public face datasets show the effectiveness of the proposed approach.

Citations

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IJARIIE Tejaswini Mahajan, Vrushali Gangurde, Dipali Nerkar, Jagruti Mahajan, and Prof. M. T. Jagtap. "Partial Face Recognition Using RPSM Algorithm" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 2 2017 Page 2090-2093
MLA Tejaswini Mahajan, Vrushali Gangurde, Dipali Nerkar, Jagruti Mahajan, and Prof. M. T. Jagtap. "Partial Face Recognition Using RPSM Algorithm." International Journal Of Advance Research And Innovative Ideas In Education 3.2(2017) : 2090-2093.
APA Tejaswini Mahajan, Vrushali Gangurde, Dipali Nerkar, Jagruti Mahajan, & Prof. M. T. Jagtap. (2017). Partial Face Recognition Using RPSM Algorithm. International Journal Of Advance Research And Innovative Ideas In Education, 3(2), 2090-2093.
Chicago Tejaswini Mahajan, Vrushali Gangurde, Dipali Nerkar, Jagruti Mahajan, and Prof. M. T. Jagtap. "Partial Face Recognition Using RPSM Algorithm." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 2 (2017) : 2090-2093.
Oxford Tejaswini Mahajan, Vrushali Gangurde, Dipali Nerkar, Jagruti Mahajan, and Prof. M. T. Jagtap. 'Partial Face Recognition Using RPSM Algorithm', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, 2017, p. 2090-2093. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Partial_Face_Recognition_Using_RPSM_Algorithm_ijariie4394.pdf (Accessed : 24 March 2020).
Harvard Tejaswini Mahajan, Vrushali Gangurde, Dipali Nerkar, Jagruti Mahajan, and Prof. M. T. Jagtap. (2017) 'Partial Face Recognition Using RPSM Algorithm', International Journal Of Advance Research And Innovative Ideas In Education, 3(2), pp. 2090-2093IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Partial_Face_Recognition_Using_RPSM_Algorithm_ijariie4394.pdf (Accessed : 24 March 2020)
IEEE Tejaswini Mahajan, Vrushali Gangurde, Dipali Nerkar, Jagruti Mahajan, and Prof. M. T. Jagtap, "Partial Face Recognition Using RPSM Algorithm," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, pp. 2090-2093, Mar-App 2017. [Online]. Available: https://ijariie.com/AdminUploadPdf/Partial_Face_Recognition_Using_RPSM_Algorithm_ijariie4394.pdf [Accessed : 24 March 2020].
Turabian Tejaswini Mahajan, Vrushali Gangurde, Dipali Nerkar, Jagruti Mahajan, and Prof. M. T. Jagtap. "Partial Face Recognition Using RPSM Algorithm." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 2 (24 March 2020).
Vancouver Tejaswini Mahajan, Vrushali Gangurde, Dipali Nerkar, Jagruti Mahajan, and Prof. M. T. Jagtap. Partial Face Recognition Using RPSM Algorithm. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 24 March 2020]; 3(2) : 2090-2093. Available from: https://ijariie.com/AdminUploadPdf/Partial_Face_Recognition_Using_RPSM_Algorithm_ijariie4394.pdf
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