Yuanxue Xin

Multi-scale fusion and efficient feature extraction for enhanced sonar image object detection

Pengfei Shi, Qi He, S. H. Zhu et al. · Expert Systems with Applications · 2024 · 32 citations

Efficient Feature Extraction, Machine Vision, Image Analysis +10

MCL-CrackNet: A Concrete Crack Segmentation Network Using Multilevel Contrastive Learning

Pengfei Shi, Shen Shao, Xinnan Fan et al. · IEEE Transactions on Instrumentation and Measurement · 2023 · 17 citations

Coordinate Convolution Block, Convolutional Neural Network, Engineering +16

U²CrackNet: a deeper architecture with two-level nested U-structure for pavement crack detection

Pengfei Shi, Fengting Zhu, Yuanxue Xin et al. · Structural Health Monitoring · 2022 · 16 citations

Highway Pavement, Pavement Engineering, Convolutional Neural Network +19

LL-UNet++:UNet++ Based Nested Skip Connections Network for Low-Light Image Enhancement

Pengfei Shi, Xiwang Xu, Xinnan Fan et al. · IEEE Transactions on Computational Imaging · 2024 · 15 citations

Recurrent Multiscale Feature Modulation for Geometry Consistent Depth Learning

Zhongkai Zhou, Xinnan Fan, Pengfei Shi et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024 · 12 citations