Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection
IEEE Transactions on Pattern Analysis and Machine Intelligence
The FERET Evaluation Methodology for Face-Recognition Algorithms
IEEE Transactions on Pattern Analysis and Machine Intelligence
How do people manage their digital photographs?
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
The CMU Pose, Illumination, and Expression Database
IEEE Transactions on Pattern Analysis and Machine Intelligence
Leveraging face recognition technology to find and organize photos
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Efficient propagation for face annotation in family albums
Proceedings of the 12th annual ACM international conference on Multimedia
On solving the face recognition problem with one training sample per subject
Pattern Recognition
Journal of Cognitive Neuroscience
Enhancing Person Annotation for Personal Photo Management Applications
DEXA '09 Proceedings of the 2009 20th International Workshop on Database and Expert Systems Application
Classifier combination based on confidence transformation
Pattern Recognition
Score normalization in multimodal biometric systems
Pattern Recognition
Color face recognition for degraded face images
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Face annotation for personal photos using collaborative face recognition in online social networks
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Face matching and retrieval using soft biometrics
IEEE Transactions on Information Forensics and Security
Automatic image semantic interpretation using social action and tagging data
Multimedia Tools and Applications
Methods for automatic and assisted image annotation
Multimedia Tools and Applications
An on-line learning method for face association in personal photo collection
Image and Vision Computing
Face recognition based on combination of human perception and local binary pattern
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
ACRONYM: Context Metrics for Linking People to User-Generated Media Content
International Journal on Semantic Web & Information Systems
Concurrent photo sequence organization
Multimedia Tools and Applications
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Face annotation for personal photos has a number of potential applications in Multimedia Information Retrieval (MIR). We propose a novel face annotation method that systematically combines contextual information of photos with traditional Face Recognition (FR) technologies. To overcome the limitations of conventional FR-based annotation approaches, situation and person clustering methods are proposed based on context of personal photos. By relying on the proposed clustering methods, multiple facial images that belong to the same person are applied to subspace FR methods. This allows traditional FR methods to take the advantages of feature- or measurement-level fusion strategies for automatic annotation of faces on personal photos. The effectiveness of the proposed method was successfully tested on 1,120 personal photos selected from standard MPEG-7 Visual Core Experiment 3 (VCE-3). Extensive experimental results showed that the proposed method improves annotation accuracy by at least an order of magnitude compared with conventional FR-based approaches.