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
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
How to Cite this Article?
Jonnadula Narasimha, S Nishanth Kumar, Chiluka Shiva Kumar, D Vamshi Krishna Rao, "Robust Face-Name Graph Matching for Movie Character Identification", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=ART20172569, Volume 6 Issue 4, April 2017, 1418 - 1421
60 PDF Views | 49 PDF Downloads
Similar Articles with Keyword 'graph matching'
Informative Article, Computer Science & Engineering, India, Volume 6 Issue 4, April 2017
Pages: 1418 - 1421Robust Face-Name Graph Matching for Movie Character Identification
Jonnadula Narasimha, S Nishanth Kumar, Chiluka Shiva Kumar, D Vamshi Krishna Rao
Survey Paper, Computer Science & Engineering, India, Volume 2 Issue 4, April 2013
Pages: 350 - 353Robust Face-Name for Movie Personality Recognition in Graph Matching Technique
K. Yogitha Sri Lakshmi, K.Subrahmanyam, D. Harika
Similar Articles with Keyword 'face detection'
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 10, October 2015
Pages: 1716 - 1720A Survey on Mining of Weakly Labeled Web Facial Images and Annotation
Tarang Boharupi, Pranjali Joshi
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 3, March 2015
Pages: 1415 - 1418Reducing Semantic Gap in Image Retrieval by Integrating High Level Query and Low Level Facial Features
Anusree B S
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 3002 - 3005Survey Paper on Genetically Optimized Face Image CAPTCHA
Juhi Shah, D. N. Rewadkar
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014
Pages: 1154 - 1158Face Illumination and Occlusion based Experimental Research on Face Recognition using Artificial Neural Network
Dr. V. S. Manjula
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 9, September 2014
Pages: 1027 - 1031Detection of Drowsy Driver?s through Eye State Analysis
Kusuma Kumari B.M