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Convolution

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

Fuwen Deng, Jiandong Jin

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

Xiyuan Zhu, Hongtao Dang, Xiaoyuan Jin, Xun Li

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

Menglu Li, Changfeng Ning

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

Chengwei Zhao, Long Li, [ ... ], Cheng Xiao

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

Ju Liang, Fan Wang, [ ... ], Zu-Fan Dou

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

Mehmet Zahid Genc, Yaser Dalveren, [ ... ], Marek Penhaker

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

Qifeng Niu, Jinhui Han, Zhen Sui, Feng Xu

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

Tianke Fang, Zhenxing Hui, [ ... ], Yuanrong He

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

A lightweight model and corn leaf disease recognition

Lujie Bai, Shaoqiu Zhu, Haitao Gao

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

Jiajun Liu, Bei Zhou, [ ... ], Di Hu

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

Manqi Li, Lili Ren

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

ChenHao Li, ShuXian Liu, ZiNuo Peng

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