Face Recognition by Elastic Bunch Graph Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence
Age simulation for face recognition
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 03
Human Face Image Searching System Using Sketches
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Relevance feedback: a power tool for interactive content-based image retrieval
IEEE Transactions on Circuits and Systems for Video Technology
Learning people co-occurrence relations by using relevance feedback for retrieving group photos
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Classification based group photo retrieval with bag of people features
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
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Given a single face image of a specific person as a query, it is very difficult to retrieve all of his/her images from a personal image collection stored for a long term due to age-related changes in facial appearances. This paper proposes to apply relevance feedback to enhance the performance of image retrieval from the image collections with age variation. Specifically, we propose two types of update schemes: i) query expansion and ii) weight updating and show the effects of each scheme by experiments with two actual image collections. For an image collection, the recall rate improved from 40.8% to 72.5% after five iterations of relevance feedback.