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Informative Article | Computer Science & Engineering | India | Volume 6 Issue 4, April 2017
Robust Face-Name Graph Matching for Movie Character Identification
Jonnadula Narasimha | S Nishanth Kumar | Chiluka Shiva Kumar | D Vamshi Krishna Rao
Abstract: Automatic face identification of characters in movies has drawn significant research interests and led to many interesting applications. It is a challenging problem due to the huge variation in the appearance of each character. Although existing methods demonstrate promising results in clean environment, the performances are limited in complex movie scenes due to the noises generated during the face tracking and face clustering process. In this paper we present two schemes of global face-name matching based framework for robust character identification. The contributions of this work include Complex character changes are handled by simultaneously graph partition and graph matching. Beyond existing character identification approaches, we further perform an in-depth sensitivity analysis by introducing two types of simulated noises. The proposed schemes demonstrate state-of-the-art performance on movie character identification in various genres of movies.
Keywords: face identifies expression, graph matching, name face match, face detection
Edition: Volume 6 Issue 4, April 2017,
Pages: 1418 - 1421
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Research Paper, Computer Science & Engineering, India, Volume 11 Issue 11, November 2022
Pages: 642 - 647Face Liveness to Identify Between Actual Face and Spoof Face
Lovely Pal [2] | Renuka Singh [2]
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Research Paper, Computer Science & Engineering, India, Volume 12 Issue 6, June 2023
Pages: 2730 - 2738A Novel Face Detection and Recognition System Using Machine Learning Approaches
Nitalaksheswara Rao K | Mahalakshmi A [2] | Rajendra Prasad K