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Title: :  AN EFFECTIVE FACE RECOGNITION IN VARIOUS LIGHTING CONDITIONS USING LBP/LTP TECHNIQUES
PaperId: :  1453
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 1 Issue 5 2015
DUI:    16.0415/IJARIIE-1453
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
A.MalarvizhiVMKV Engg College, Tamil Nadu, India
T.SheelaVMKV Engg College, Tamil Nadu, India

Abstract

Image processing
Face recognition, illumination invariance, preprocessing, kernel principal components analysis, local patterns, visual features.
Reliability in recognizing image in dim lighting or uncontrolled lighting conditions is one of the most vital challenges in practical face recognition systems. Combination of robust illumination normalization, local texture-based face representations, distance transform based matching, kernel based feature extraction and multiple feature fusion, are involved to achieve reliable image reorganization. Image preprocessing is used to avoid the unwanted illumination effects such as Non-uniform illumination, Shadowing & highlights, aliasing, blurring and noise. The image is then subjected to Local Binary Pattern (LBP) and Local Ternary Pattern methods (LTP). The image is processed with two complementary sources Gabor wavelets and LBP so as to show that the combination is considerably more accurate than either feature set alone.

Citations

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IJARIIE A.Malarvizhi, and T.Sheela. "AN EFFECTIVE FACE RECOGNITION IN VARIOUS LIGHTING CONDITIONS USING LBP/LTP TECHNIQUES" International Journal Of Advance Research And Innovative Ideas In Education Volume 1 Issue 5 2015 Page 468-474
MLA A.Malarvizhi, and T.Sheela. "AN EFFECTIVE FACE RECOGNITION IN VARIOUS LIGHTING CONDITIONS USING LBP/LTP TECHNIQUES." International Journal Of Advance Research And Innovative Ideas In Education 1.5(2015) : 468-474.
APA A.Malarvizhi, & T.Sheela. (2015). AN EFFECTIVE FACE RECOGNITION IN VARIOUS LIGHTING CONDITIONS USING LBP/LTP TECHNIQUES. International Journal Of Advance Research And Innovative Ideas In Education, 1(5), 468-474.
Chicago A.Malarvizhi, and T.Sheela. "AN EFFECTIVE FACE RECOGNITION IN VARIOUS LIGHTING CONDITIONS USING LBP/LTP TECHNIQUES." International Journal Of Advance Research And Innovative Ideas In Education 1, no. 5 (2015) : 468-474.
Oxford A.Malarvizhi, and T.Sheela. 'AN EFFECTIVE FACE RECOGNITION IN VARIOUS LIGHTING CONDITIONS USING LBP/LTP TECHNIQUES', International Journal Of Advance Research And Innovative Ideas In Education, vol. 1, no. 5, 2015, p. 468-474. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/AN_EFFECTIVE_FACE_RECOGNITION_IN_VARIOUS_LIGHTING_CONDITIONS_USING_LBP_LTP_TECHNIQUES_ijariie1453__1_.pdf (Accessed : ).
Harvard A.Malarvizhi, and T.Sheela. (2015) 'AN EFFECTIVE FACE RECOGNITION IN VARIOUS LIGHTING CONDITIONS USING LBP/LTP TECHNIQUES', International Journal Of Advance Research And Innovative Ideas In Education, 1(5), pp. 468-474IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/AN_EFFECTIVE_FACE_RECOGNITION_IN_VARIOUS_LIGHTING_CONDITIONS_USING_LBP_LTP_TECHNIQUES_ijariie1453__1_.pdf (Accessed : )
IEEE A.Malarvizhi, and T.Sheela, "AN EFFECTIVE FACE RECOGNITION IN VARIOUS LIGHTING CONDITIONS USING LBP/LTP TECHNIQUES," International Journal Of Advance Research And Innovative Ideas In Education, vol. 1, no. 5, pp. 468-474, Nov-Dec 2015. [Online]. Available: https://ijariie.com/AdminUploadPdf/AN_EFFECTIVE_FACE_RECOGNITION_IN_VARIOUS_LIGHTING_CONDITIONS_USING_LBP_LTP_TECHNIQUES_ijariie1453__1_.pdf [Accessed : ].
Turabian A.Malarvizhi, and T.Sheela. "AN EFFECTIVE FACE RECOGNITION IN VARIOUS LIGHTING CONDITIONS USING LBP/LTP TECHNIQUES." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 1 number 5 ().
Vancouver A.Malarvizhi, and T.Sheela. AN EFFECTIVE FACE RECOGNITION IN VARIOUS LIGHTING CONDITIONS USING LBP/LTP TECHNIQUES. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2015 [Cited : ]; 1(5) : 468-474. Available from: https://ijariie.com/AdminUploadPdf/AN_EFFECTIVE_FACE_RECOGNITION_IN_VARIOUS_LIGHTING_CONDITIONS_USING_LBP_LTP_TECHNIQUES_ijariie1453__1_.pdf
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