Title: | A User-Adaptive Image Browsing System with Summarization Layout for the Personal Photo Collections |
Authors: | Ryu, Dong-Sung Jang, Chul Jin Cho, Hwan-Gue |
Citation: | WSCG 2010: Communication Papers Proceedings: 18th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision in co-operation with EUROGRAPHICS, p. 229-236. |
Issue Date: | 2010 |
Publisher: | Václav Skala - UNION Agency |
Document type: | konferenční příspěvek conferenceObject |
URI: | http://wscg.zcu.cz/WSCG2010/Papers_2010/!_2010_Short-proceedings.pdf http://hdl.handle.net/11025/11064 |
ISBN: | 978-80-86943-87-9 |
Keywords: | digitální fotografie;organizování fotografií;layout fotografie;klastrování |
Keywords in different language: | digital photography;organizing photography;layout of photography;clustering |
Abstract: | Users spend much time organizing photos into small groups as part of photo management. Selecting good quality photos and organizing them is burdensome, as photographers amass large number of photos. This paper presents a new photo layout system with representative photos considering multiple features. Our approach consists of three steps to deal with hundreds of photos. First, we construct photo clusters by user-adapted criteria: temporal context, the number of faces, blur and luminance metrics. Then, we construct a bipartite graph that consists of photo nodes in a partite set and the constructed cluster nodes in other partite set. The representative photos of each cluster are selected by a maximal matching algorithm based on user-controlled multiple criteria. Finally, our system places the selected representative photos on a 2D grid using the placement algorithm of PHOTOLAND. Other photos in each cluster are displayed in an upper layer of a screen when the user clicks the representative photo. We conducted an experiment based on a user study; it used nine photo sets taken on a trip. The experiment showed that our system conveniently managed hundreds of photos, summarizing and visualizing them. |
Rights: | © Václav Skala - UNION Agency |
Appears in Collections: | WSCG 2010: Communication Papers Proceedings |
Please use this identifier to cite or link to this item:
http://hdl.handle.net/11025/11064
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