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IEEE Transactions on Pattern Analysis and Machine Intelligence
The FERET Evaluation Methodology for Face-Recognition Algorithms
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Neural Networks for Pattern Recognition
Neural Networks for Pattern Recognition
Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
On Affine Invariant Clustering and Automatic Cast Listing in Movies
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Object Recognition from Local Scale-Invariant Features
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Face Identification across Different Poses and Illuminations with a 3D Morphable Model
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
Learning with mixtures of trees
The Journal of Machine Learning Research
Face recognition: component-based versus global approaches
Computer Vision and Image Understanding - Special issue on Face recognition
Automated annotation of human faces in family albums
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Kernel Methods for Pattern Analysis
Kernel Methods for Pattern Analysis
FloatBoost Learning and Statistical Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pictorial Structures for Object Recognition
International Journal of Computer Vision
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Automatic Face Recognition for Film Character Retrieval in Feature-Length Films
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Pedestrian Detection in Crowded Scenes
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Histograms of Oriented Gradients for Human Detection
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Identifying Individuals in Video by Combining "Generative" and Discriminative Head Models
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision - Volume 2
Visual Speech Recognition with Loosely Synchronized Feature Streams
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision - Volume 2
Multiple instance learning for labeling faces in broadcasting news video
Proceedings of the 13th annual ACM international conference on Multimedia
Regression and Classification Approaches to Eye Localization in Face Images
FGR '06 Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition
Automatic Cast Listing in Feature-Length Films with Anisotropic Manifold Space
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Person spotting: video shot retrieval for face sets
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Context-aided human recognition – clustering
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Finding people frequently appearing in news
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Character-Net: Character Network Analysis from Video
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
An evaluation of video-to-video face verification
IEEE Transactions on Information Forensics and Security
Multiple instance boosting for face recognition in videos
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Selecting the best faces to index presentation videos
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Facing scalability: Naming faces in an online social network
Pattern Recognition
Social network analysis in a movie using character-net
Multimedia Tools and Applications
Human focused action localization in video
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part I
An study on re-identification in RGB-D imagery
IWAAL'12 Proceedings of the 4th international conference on Ambient Assisted Living and Home Care
Online annotation of faces in personal videos by sequential learning
Multimedia Tools and Applications
Fusing matching and biometric similarity measures for face diarization in video
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Emotion-based character clustering for managing story-based contents: a cinemetric analysis
Multimedia Tools and Applications
Dynamic objectness for adaptive tracking
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Semi-supervised evaluation of face recognition in videos
Proceedings of the International Workshop on Video and Image Ground Truth in Computer Vision Applications
Structured exploration of who, what, when, and where in heterogeneous multimedia news sources
Proceedings of the 21st ACM international conference on Multimedia
Automatic name-face alignment to enable cross-media news retrieval
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Audiovisual diarization of people in video content
Multimedia Tools and Applications
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We investigate the problem of automatically labelling appearances of characters in TV or film material with their names. This is tremendously challenging due to the huge variation in imaged appearance of each character and the weakness and ambiguity of available annotation. However, we demonstrate that high precision can be achieved by combining multiple sources of information, both visual and textual. The principal novelties that we introduce are: (i) automatic generation of time stamped character annotation by aligning subtitles and transcripts; (ii) strengthening the supervisory information by identifying when characters are speaking. In addition, we incorporate complementary cues of face matching and clothing matching to propose common annotations for face tracks, and consider choices of classifier which can potentially correct errors made in the automatic extraction of training data from the weak textual annotation. Results are presented on episodes of the TV series ''Buffy the Vampire Slayer''.