Hongyi Liu, Brendan Jou, Tao Chen, Mercan Topkara, Nikolaos Pappas, Miriam Redi, Shih-Fu Chang. Complura: Exploring and Leveraging a Large-scale Multilingual Visual Sentiment Ontology. In ACM International Conference on Multimedia Retrieval (ICMR), 2016.
Download paper:
Adobe portable document (pdf) 
Copyright notice:This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. These works may not be reposted without the explicit permission of the copyright holder.
What would someone from another culture think of this photograph I just took? Would they think my picture of this 'wilted flower' was also sentimentally positive or would they perceive it negatively instead? Or what if I wanted to find other photographs that are semantically related to my image as well as sentimentally sensitive, but from other cultures? In fact, this cultural and sentimental relevancy are features that we would expect of any recommender system and query expansion engine, respectively. Motivated by this, we present an online demonstration of a system called Complura. Our system implements three major functions: an interactive multilingual ontology browser, a cross-lingual image-based sentiment analyzer, and a culturally-coherent, sentiment-aware image query expansion engine. We ground our system on a multilingual visual sentiment ontology, containing over 10k sentiment-polarized visual concepts over 12 languages and over 7.3M images
@InProceedings{complura:icmr16,
Author = {Liu, Hongyi and Jou, Brendan and Chen, Tao and Topkara, Mercan and Pappas, Nikolaos and Redi, Miriam and Chang, Shih-Fu},
Title = {Complura: {E}xploring and Leveraging a Large-scale Multilingual Visual Sentiment Ontology},
BookTitle = {ACM International Conference on Multimedia Retrieval (ICMR)},
Year = {2016}
}
Get EndNote Reference (.ref)
For problems or questions regarding this web site contact The
Web Master.
This document was translated automatically from BibTEX by bib2html (Copyright 2003 © Eric Marchand, INRIA, Vista Project).
