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Visual Patten Discovery
|Citation:||Chen, Q.,Wang, G.,Tan, C.L. (2013). Modeling fashion. Proceedings - IEEE International Conference on Multimedia and Expo : -. ScholarBank@NUS Repository. https://doi.org/10.1109/ICME.2013.6607545|
|Abstract:||We propose a method to try to model fashionable dresses in this paper. We first discover common visual patterns that appear in dress images using a human-in-the-loop, active clustering approach. A fashionable dress is expected to contain certain visual patterns which make it fashionable. An approach is proposed to jointly identify fashionable visual patterns and learn a discriminative fashion classifier. The results show that interesting fashionable patterns can be discovered on a newly collected dress dataset. Furthermore, our model can also achieve high accuracy on distinguishing fashionable and unfashionable dresses. © 2013 IEEE.|
|Source Title:||Proceedings - IEEE International Conference on Multimedia and Expo|
|Appears in Collections:||Staff Publications|
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