Naming People in News Videos with Label Propagation

A face-naming method that learns from labeled and unlabeled examples relies on iterative label propagation in a graph of connected faces or name-face pairs.

[1]  Carlo Tomasi,et al.  Good features to track , 1994, 1994 Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.

[2]  Takeo Kanade,et al.  Name-It: Naming and Detecting Faces in News Videos , 1999, IEEE Multim..

[3]  Luc Van Gool,et al.  A Generalized EM Approach for 3D Model Based Face Recognition under Occlusions , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).

[4]  Yee Whye Teh,et al.  Names and faces in the news , 2004, CVPR 2004.

[5]  Zoubin Ghahramani,et al.  Learning from labeled and unlabeled data with label propagation , 2002 .

[6]  Sham M. Kakade,et al.  Leveraging archival video for building face datasets , 2007, 2007 IEEE 11th International Conference on Computer Vision.

[7]  Andrew Zisserman,et al.  Hello! My name is... Buffy'' -- Automatic Naming of Characters in TV Video , 2006, BMVC.

[8]  Jiebo Luo,et al.  Annotating photo collections by label propagation according to multiple similarity cues , 2008, ACM Multimedia.

[9]  J. Kruskal.  On the shortest spanning subtree of a graph and the traveling salesman problem , 1956 .

[10]  Jun Yang,et al.  Naming every individual in news video monologues , 2004, MULTIMEDIA '04.

[11]  Trevor Darrell,et al.  Unsupervised Learning of Categories from Sets of Partially Matching Image Features , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).

[12]  Pinar Duygulu Sahin,et al.  A Graph Based Approach for Naming Faces in News Photos , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).

[13]  Paul A. Viola,et al.  Robust Real-Time Face Detection , 2001, International Journal of Computer Vision.

[14]  Rong Yan,et al.  Multiple instance learning for labeling faces in broadcasting news video , 2005, MULTIMEDIA '05.

[15]  Cordelia Schmid,et al.  Is that you? Metric learning approaches for face identification , 2009, 2009 IEEE 12th International Conference on Computer Vision.

[16]  Mario Vento,et al.  A Multi-stage Approach for Anchor Shot Detection , 2006, SSPR/SPR.

[17]  Marie-Francine Moens,et al.  Naming persons in news video with label propagation , 2010, 2010 IEEE International Conference on Multimedia and Expo.