97 citations · 258 across the 12 of their papers we have counts for
4 papers · 1 filter
Multilingual Visual Sentiment Concept Matching
Nikolaos Pappas, Miriam Redi, Mercan Topkara +4
The impact of culture in visual emotion perception has recently captured the attention of multimedia research. In this study, we pro- vide powerful computational linguistics tools…
Going Deeper for Multilingual Visual Sentiment Detection
Brendan Jou, Shih-Fu Chang
This technical report details several improvements to the visual concept detector banks built on images from the Multilingual Visual Sentiment Ontology (MVSO). The detector banks a…
From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction
Victor Campos, Brendan Jou, Xavier Giro-i-Nieto
Visual multimedia have become an inseparable part of our digital social lives, and they often capture moments tied with deep affections. Automated visual sentiment analysis tools c…
Deep Cross Residual Learning for Multitask Visual Recognition
Brendan Jou, Shih-Fu Chang
Residual learning has recently surfaced as an effective means of constructing very deep neural networks for object recognition. However, current incarnations of residual networks d…