Improved IEC performance via emotional stimuli-aware captioning

Abstract Image emotion classification (IEC), a crucial task in computer vision, aims to infer the emotional state of subjects in images. Existing techniques have focused on the use of semantic information to support visual features. However, a significant affective gap persists between low-level pix...

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Bibliographic Details
Main Authors: Zibo Zhou, Zhengjun Zhai, Xin Gao, Jiaqi Zhu
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-06094-7
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