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Damian Borth, Adrian Ulges, Thomas M. Breuel
2011 Proceedings of the 1st ACM International Conference on Multimedia Retrieval - ICMR '11  
To support the user with the process of such a concept-to-query mapping, we present lookapp, a system for an interactive construction of web-based concept detectors.  ...  Instant Detector Construction: The second feature is the construction of a concept detector based on the retrieved training data.  ... 
doi:10.1145/1991996.1992062 dblp:conf/mir/BorthUB11 fatcat:fgrcuceeencadhjc25yunyj7y4

Large-scale visual sentiment ontology and detectors using adjective noun pairs

Damian Borth, Rongrong Ji, Tao Chen, Thomas Breuel, Shih-Fu Chang
2013 Proceedings of the 21st ACM international conference on Multimedia - MM '13  
Second, we propose SentiBank, a novel visual concept detector library that can be used to detect the presence of 1,200 ANPs in an image.  ...  Our key contribution is two-fold: first, we present a method built upon psychological theories and web mining to automatically construct a large-scale Visual Sentiment Ontology (VSO) consisting of more  ...  Further, we present SentiBank, a concept detector library based on the constructed ontology to establish a novel mid-level representation for bridging the affective gap.  ... 
doi:10.1145/2502081.2502282 dblp:conf/mm/BorthJCBC13 fatcat:m7ve2qthcnar5cirka5ktknyrm