Labeling of faces in personal photo albums
Author
Şener, Emre
Yücel, Utku Can
Aksoy, Sercan
Büyükgebiz, ibrahim
Uzun, Burak
Duygulu, Pınar
Date
2013Source Title
2013 21st Signal Processing and Communications Applications Conference (SIU)
Publisher
IEEE
Language
Turkish
Type
Conference PaperItem Usage Stats
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Abstract
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 pur pose, we proposed a method based on the confidence decisions of three different methods. The user is allowed to provide feedback to increase the performance. Roth search and browsing mechanisms are provided to the user to get the pictures of single or multiple people. © 2013 IEEE.
Keywords
Face detectionFace recognition
Organizing personal photo albums based on faces
Automatic labeling
Descriptors
Facial feature
Multiple people
Personal photo collection
Photo album
Signal processing
Face recognition