Boosted multi-task learning for face verification with applications to web image and video search

@article{Wang2009BoostedML,
  title={Boosted multi-task learning for face verification with applications to web image and video search},
  author={Xiaogang Wang and Cha Zhang and Zhengyou Zhang},
  journal={2009 IEEE Conference on Computer Vision and Pattern Recognition},
  year={2009},
  pages={142-149}
}
Face verification has many potential applications including filtering and ranking image/video search results on celebrities. Since these images/videos are taken under uncontrolled environments, the problem is very challenging due to dramatic lighting and pose variations, low resolutions, compression artifacts, etc. In addition, the available number of training images for each celebrity may be limited, hence learning individual classifiers for each person may cause overfitting. In this paper, we… CONTINUE READING
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References

Publications referenced by this paper.
Showing 1-10 of 20 references

Autotagging Facebook: Social network context improves photo annotation

2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops • 2008
View 1 Excerpt

Lfw results using a combined nowak plus merl recognizer

G. B. Huang, M. J. Jones, E. Learned-Miller
Proc. of ECCV Workshop on Faces in Real-Life Images • 2008
View 1 Excerpt

Towards unconstrained face recognition

2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops • 2008
View 2 Excerpts

Learning people annotation from the web via consistency learning

Multimedia Information Retrieval • 2007
View 1 Excerpt

Sharing Visual Features for Multiclass and Multiview Object Detection

IEEE Transactions on Pattern Analysis and Machine Intelligence • 2007
View 1 Excerpt

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