Labeling of Faces in Personal Photo Albums

In this study, we propose a system for organizing personal photo collections. Motivated with the fact that people related queries are the most desired ones, we propose a method for labeling faces in photographs. After representing the detected faces based on the descriptors extracted around facial f...

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Bibliographic Details
Main Authors: Sener, E., Yucel, U. C., Aksoy, S., Buyukgebiz, I., Uzun, B., Duygulu, P.
Format: Conference Proceeding
Language:eng ; tur
Subjects:
Face detection
Face recognition
organizing personal photo albums based on faces
Online Access:Request full text
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Description
Summary:In this study, we propose a system for organizing personal photo collections. Motivated with the fact that people related queries are the most desired ones, we propose a method for labeling faces in photographs. After representing the detected faces based on the descriptors extracted around facial features, the similarities between all faces in the dataset are found. When user provides labels for a few set of faces, these labels are carried out to other faces using the automatic labeling process. For this purpose, we proposed a method based on the confidence decisions of three different methods. The user is allowed to provide feedback to increase the performance. Both search and browsing mechanisms are provided to the user to get the pictures of single or multiple people.
DOI:10.1109/SIU.2013.6531184