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IEEE Transactions on Multimedia
Scopus
ISSN 1520-9210 · Institute of Electrical and Electronics Engineers · 4 articles in the index
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Journal Article Full text
Multimodal Sentiment Analysis With Image-Text Interaction Network
More and more users are getting used to posting images and text on social networks to share their emotions or opinions. Accordingly, multimodal sentiment analysis has become a research topic of increasing interest in recent years. Typically, there exist affective regions that evoke human sentiment…
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Journal Article Full text
Human Memory Update Strategy: A Multi-Layer Template Update Mechanism for Remote Visual Monitoring
In the era of rapid development of artificial intelligence, the integration of multimedia and human-artificial intelligence has become an important research hotspot. Especially in the multimedia environment, effective remote visual monitoring has become the exploration direction of many scholars…
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Journal Article Full text
A Comprehensive Study on Deep Learning-Based Methods for Sign Language Recognition
In this paper, a comparative experimental assessment of computer vision-based methods for sign language recognition is conducted. By implementing the most recent deep neural network methods in this field, a thorough evaluation on multiple publicly available datasets is performed. The aim of the…
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Journal Article Full text
Parameter Sharing Exploration and Hetero-Center Triplet Loss for Visible-Thermal Person Re-Identification
This paper focuses on the visible-thermal cross-modality person re-identification (VT Re-ID) task, whose goal is to match person images between the daytime visible modality and the nighttime thermal modality. The two-stream network is usually adopted to address the cross-modality discrepancy, the…