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      • Department of Computer Engineering
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      Labeling of faces in personal photo albums

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      Author
      Şener, Emre
      Yücel, Utku Can
      Aksoy, Sercan
      Büyükgebiz, ibrahim
      Uzun, Burak
      Duygulu, Pınar
      Date
      2013
      Source Title
      2013 21st Signal Processing and Communications Applications Conference (SIU)
      Publisher
      IEEE
      Language
      Turkish
      Type
      Conference Paper
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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 detection
      Face recognition
      Organizing personal photo albums based on faces
      Automatic labeling
      Descriptors
      Facial feature
      Multiple people
      Personal photo collection
      Photo album
      Signal processing
      Face recognition
      Permalink
      http://hdl.handle.net/11693/28001
      Published Version (Please cite this version)
      http://dx.doi.org/10.1109/SIU.2013.6531184
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      • Department of Computer Engineering 1413
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