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 Classification via Low-Rank Regularization and Label Relaxation
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DOI: 10.1109/tcds.2021.3135948
Abstract: In the human cognitive system, the emotional feeling is a complicated process. Visual sentiment classification aims to predict the human emotions evoked by different images. In this article, we proposed a novel visual sentiment classification… read more here.
Keywords: visual sentiment; sentiment classification; low rank; label relaxation ... 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
Towards visual sentiment summary to understand customers’ satisfaction
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DOI: 10.11591/eei.v13i4.7668
Abstract: Due to the COVID-19 pandemic, the shopping behavior of customers has been significantly affected and is being shifted towards online shopping. Understanding the customers’ opinions, attitudes, and emotions in feedback and comments plays an essential… read more here.
Keywords: sentiment summary; sentiment; towards visual; summary understand ... See more keywords