Learning Multi-level Deep Representations for Image Emotion Classification
Sign Up to like & getrecommendations! Published in 2019 at "Neural Processing Letters"
DOI: 10.1007/s11063-019-10033-9
Abstract: In this paper, we propose a new deep network that learns multi-level deep representations for image emotion classification (MldrNet). Image emotion can be recognized through image semantics, image aesthetics and low-level visual features from both… read more here.
Keywords: image; classification; deep representations; level ... See more keywords
Ensemble learning on visual and textual data for social image emotion classification
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-017-0734-0
Abstract: Texts, images and other information are posted everyday on the social network and provides a large amount of multimodal data. The aim of this work is to investigate if combining and integrating both visual and… read more here.
Keywords: image emotion; visual textual; textual data; image ... See more keywords
Predicting Image Emotion Distribution by Learning Labels’ Correlation
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2939681
Abstract: Image emotion analysis attracts considerable attention with the increasing demanding of opinion mining in social networks. Emotion evoked by an image is always ambiguous for emotion’s subjectivity. Different from previous researches on image emotion classification,… read more here.
Keywords: image emotion; predicting image; emotion; image ... See more keywords