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Preprint Sep 2026

Fine-Grained Visual Preprocessing and Dual-Stream Temporal Modeling for Multimodal Sentiment Analysis on Social Media

Multimodal sentiment analysis often remains text-dominant due to raw-video noise and insufficient temporal modeling. Using CH-SIMS v2.0S, this study proposes three improvements: the NAPS pipeline---a seven-stage system integrating face tracking,identity embedding, and normalized lip-motion analysis to reduce visual noi...

Suo Li, Yi-Gong Zhang, Lei Xiong et al. · 0 citations
Open access Aug 2026

MC-YOLO: A Lightweight Insulator Defect Detection Model Based on an Improved YOLOv8

Due to the fast growth of China’s electric power industry, the total length of high-voltage transmission lines has been continuously increasing. As a key component of high-voltage transmission systems, insulators play a critical role, and achieving efficient and accurate defect detection for insulators is of great sign...

Jun-Lian Wang, Zhi-Xiong Li, Jin-Quan Yang et al. · 0 citations

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