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Title: :  A SURVEY ON NAMING FACES USING ANNOTATIONS BASED ON EXTERNAL KNOWLEDGE FROM VIDEOS
PaperId: :  3776
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 1 2017
DUI:    16.0415/IJARIIE-3776
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Tushar Ashok AtakariDr.D.Y.Patil Institute Of Engineering & Technology Pimpri,Pune-411018
Shrikrushna KambleDr.D.Y.Patil Institute Of Engineering & Technology Pimpri,Pune-411018
Akshay MahajanDr.D.Y.Patil Institute Of Engineering & Technology Pimpri,Pune-411018
Rishabh KadamDr.D.Y.Patil Institute Of Engineering & Technology Pimpri,Pune-411018
Rupesh MahajanDr.D.Y.Patil Institute Of Engineering & Technology Pimpri,Pune-411018

Abstract

Information Technology
Celebrity face naming, social network, unconstrained web videos, unsupervised.
This paper examines the difficulty of celebrity face naming in unrestricted videos with user-provided metadata. Instead of relying on precise face labels for supervised knowledge, a rich set of associations robotically derived from video content and information from image domain and social cues is leveraged for unverified face labelling. The relations refer to the appearances of faces under dissimilar spatio-temporal contexts and their visual similarities. The knowledge includes Web images weakly tagged with celebrity names and the celebrity social networks. The associations and information are elegantly encoded using conditional random field (CRF) for label inference. Two versions of face annotation are considered: within-video and between-video face labelling. The previous addresses the problem of incomplete and noisy labels in metadata, where null assignment of names is allowed—a difficulty seldom been measured in the literature. The concluding further rectifies the errors in metadata, specifically to correct false labels and annotate faces with missing names in the metadata of a video, by allowing for a group of socially connected videos for joint label inference.

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IJARIIE Tushar Ashok Atakari, Shrikrushna Kamble, Akshay Mahajan, Rishabh Kadam, and Rupesh Mahajan. "A SURVEY ON NAMING FACES USING ANNOTATIONS BASED ON EXTERNAL KNOWLEDGE FROM VIDEOS" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 1 2017 Page 1349-1355
MLA Tushar Ashok Atakari, Shrikrushna Kamble, Akshay Mahajan, Rishabh Kadam, and Rupesh Mahajan. "A SURVEY ON NAMING FACES USING ANNOTATIONS BASED ON EXTERNAL KNOWLEDGE FROM VIDEOS." International Journal Of Advance Research And Innovative Ideas In Education 3.1(2017) : 1349-1355.
APA Tushar Ashok Atakari, Shrikrushna Kamble, Akshay Mahajan, Rishabh Kadam, & Rupesh Mahajan. (2017). A SURVEY ON NAMING FACES USING ANNOTATIONS BASED ON EXTERNAL KNOWLEDGE FROM VIDEOS. International Journal Of Advance Research And Innovative Ideas In Education, 3(1), 1349-1355.
Chicago Tushar Ashok Atakari, Shrikrushna Kamble, Akshay Mahajan, Rishabh Kadam, and Rupesh Mahajan. "A SURVEY ON NAMING FACES USING ANNOTATIONS BASED ON EXTERNAL KNOWLEDGE FROM VIDEOS." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 1 (2017) : 1349-1355.
Oxford Tushar Ashok Atakari, Shrikrushna Kamble, Akshay Mahajan, Rishabh Kadam, and Rupesh Mahajan. 'A SURVEY ON NAMING FACES USING ANNOTATIONS BASED ON EXTERNAL KNOWLEDGE FROM VIDEOS', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 1, 2017, p. 1349-1355. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/A_SURVEY_ON_NAMING_FACES_USING_ANNOTATIONS_BASED_ON_EXTERNAL_KNOWLEDGE_FROM_VIDEOS_ijariie3776.pdf (Accessed : 21 June 2019).
Harvard Tushar Ashok Atakari, Shrikrushna Kamble, Akshay Mahajan, Rishabh Kadam, and Rupesh Mahajan. (2017) 'A SURVEY ON NAMING FACES USING ANNOTATIONS BASED ON EXTERNAL KNOWLEDGE FROM VIDEOS', International Journal Of Advance Research And Innovative Ideas In Education, 3(1), pp. 1349-1355IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/A_SURVEY_ON_NAMING_FACES_USING_ANNOTATIONS_BASED_ON_EXTERNAL_KNOWLEDGE_FROM_VIDEOS_ijariie3776.pdf (Accessed : 21 June 2019)
IEEE Tushar Ashok Atakari, Shrikrushna Kamble, Akshay Mahajan, Rishabh Kadam, and Rupesh Mahajan, "A SURVEY ON NAMING FACES USING ANNOTATIONS BASED ON EXTERNAL KNOWLEDGE FROM VIDEOS," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 1, pp. 1349-1355, Jan-Feb 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/A_SURVEY_ON_NAMING_FACES_USING_ANNOTATIONS_BASED_ON_EXTERNAL_KNOWLEDGE_FROM_VIDEOS_ijariie3776.pdf [Accessed : 21 June 2019].
Turabian Tushar Ashok Atakari, Shrikrushna Kamble, Akshay Mahajan, Rishabh Kadam, and Rupesh Mahajan. "A SURVEY ON NAMING FACES USING ANNOTATIONS BASED ON EXTERNAL KNOWLEDGE FROM VIDEOS." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 1 (21 June 2019).
Vancouver Tushar Ashok Atakari, Shrikrushna Kamble, Akshay Mahajan, Rishabh Kadam, and Rupesh Mahajan. A SURVEY ON NAMING FACES USING ANNOTATIONS BASED ON EXTERNAL KNOWLEDGE FROM VIDEOS. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 21 June 2019]; 3(1) : 1349-1355. Available from: http://ijariie.com/AdminUploadPdf/A_SURVEY_ON_NAMING_FACES_USING_ANNOTATIONS_BASED_ON_EXTERNAL_KNOWLEDGE_FROM_VIDEOS_ijariie3776.pdf
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