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Convolution

Deep spatial attention networks for vision-based pavement distress perception in autonomous driving

Fuwen Deng, Jiandong Jin

published 03 Dec 2025

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Ju-LiteMobileAtt: A lightweight attention network for efficient jujube defect classification

Xiyuan Zhu, Hongtao Dang, Xiaoyuan Jin, Xun Li

published 02 Dec 2025

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Human swimming posture recognition combining improved 3D convolutional network and attention residual network

Menglu Li, Changfeng Ning

published 02 Dec 2025

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D2FLS-Net: Dual-Stage DEM-guided Fusion Transformer for landslide segmentation

Chengwei Zhao, Long Li, Yubo Wang, Xuqing Li, Chong Xu, Yubin Song, Dongsheng Ren, Cheng Xiao

published 26 Nov 2025

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Aerial small target detection algorithm based on cross-scale separated attention

Ju Liang, Fan Wang, Jia Chen, Hai-Yan Huang, Zu-Fan Dou

published 26 Nov 2025

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SVNC-Net: An optimized U-Net variant with 2D convolutions for lightweight 3D spleen segmentation

Mehmet Zahid Genc, Yaser Dalveren, Ali Kara, Mohammad Derawi, Jan Kubicek, Marek Penhaker

published 25 Nov 2025

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Lightweight deep neural networks: Optimization of vehicle classification using ICBAM based on depthwise separable convolutions

Qifeng Niu, Jinhui Han, Zhen Sui, Feng Xu

published 21 Nov 2025

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SMG-Net: A lightweight modular architecture for fine-grained crack segmentation in ancient wooden structures

Tianke Fang, Zhenxing Hui, Zhiying Xie, Peng Yu, Yi Gao, Songdi Shi, Yuanrong He

published 19 Nov 2025

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SegCycle-SPADE: An end-to-end framework for semantic segmentation-based automated extraction and artistic reconstruction of traditional craft patterns using conditional GAN

Bei Huang, Lequn Mo

published 18 Nov 2025

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A lightweight model and corn leaf disease recognition

Lujie Bai, Shaoqiu Zhu, Haitao Gao

published 17 Nov 2025

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KAN-GLNet: An enhanced PointNet++ model for canola silique segmentation and counting

Jiajun Liu, Bei Zhou, Jie Liu, Xike Zhang, Jiangshu Wei, Yao Zhang, Junjie Wu, Changping Wu, Di Hu

published 17 Nov 2025

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Enhancing museum collection images with fuzzy set guided convolutional neural network: A novel approach leveraging fuzzy set theory

Manqi Li, Lili Ren

published 17 Nov 2025

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ESA-YOLO: An efficient scale-aware traffic sign detection algorithm based on YOLOv11 under adverse weather conditions

ChenHao Li, ShuXian Liu, ZiNuo Peng

published 14 Nov 2025

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