Visual Sentiment Prediction with Attribute Augmentation and Multi-attention Mechanism
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DOI: 10.1007/s11063-020-10201-2
Abstract: Recently, many methods that exploit attention mechanism to discover the relevant local regions via visual attributes, have demonstrated promising performance in visual sentiment prediction. In these methods, accurate detection of visual attributes is of vital… read more here.
Keywords: visual sentiment; attribute; sentiment; attention ... See more keywords
Visual Sentiment Prediction Based on Automatic Discovery of Affective Regions
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DOI: 10.1109/tmm.2018.2803520
Abstract: Automatic assessment of sentiment from visual content has gained considerable attention with the increasing tendency of expressing opinions via images and videos online. This paper investigates the problem of visual sentiment analysis, which involves a… read more here.
Keywords: visual sentiment; based automatic; sentiment; prediction based ... See more keywords