He Deng

Wuhan University of Science and Technology — China

Computer Science · Physical Sciences

5h-index78citations25works2.82yr avg
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Research Topics

Advanced Neural Network Applications(9), Medical Image Segmentation Techniques(8), Remote-Sensing Image Classification(4), Retinal Imaging and Analysis(4), Advanced Image and Video Retrieval Techniques(3)

Publications25 total

Topology preserving embedded network for PICC segmentation in pediatric X ray images
npj Digital Medicine·2026Open Access
WgANet: A Wavelet-Guided Attention Network for Remote Sensing Image Semantic Segmentation
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025Open Access
FLA-UNet: feature-location attention U-Net for foveal avascular zone segmentation in OCTA images
Frontiers in Artificial Intelligence·2025· 1 citedOpen Access
DMSnet: Dual multi-scale background stripping nested network for single-frame infrared small target detection
2025
DFFR-Net: A Dual-Branch Feature Fusion and Refinement Network for Skin Lesion Segmentation
2025
BiMA: Bidimensional multi-level attention embedded network for single-frame infrared small target detection
2025
Multi-scale across attention incorporated network for X-ray coronary vessel segmentation
2025
Multi‐scale dual attention embedded U‐shaped network for accurate segmentation of coronary vessels in digital subtraction angiography
Medical Physics·2025· 3 citedOpen Access
A Hybrid Architecture for 3D Abdominal Medical Images Based on Mamba
Lecture notes in computer science·2025
A 3D Liver and Tumor Segmentation Method Based on U-Mamba and Efficient Paired Attention
Lecture notes in computer science·2025
LKC-NET: A Liver and Tumor Segmentation Method based on Large Kernel Parallel Dilated Convolution
2024· 1 cited
MFMamba: A Mamba-Based Multi-Modal Fusion Network for Semantic Segmentation of Remote Sensing Images
Sensors·2024· 16 citedOpen Access
DFA-Net: Dual multi-scale feature aggregation network for vessel segmentation in X-ray digital subtraction angiography
Journal Of Big Data·2024· 6 citedOpen Access
Contextual attention U-net: a deep learning-based model for decoding brain characteristics of smokers
2024
BEmST: Multiframe Infrared Small-Dim Target Detection Using Probabilistic Estimation of Sequential Backgrounds
IEEE Transactions on Geoscience and Remote Sensing·2024· 14 cited
A 3D Liver Semantic Segmentation Method Based on U-shaped Feature Fusion Enhancement
Lecture notes in computer science·2024· 1 cited
A Novel Composite Network Based on Parallel Dual Attention for Underwater Image Enhancement
IEEE Access·2024· 3 citedOpen Access
PESiT: Progressive Joint Enhancement and Blind Super-Resolution for Low-Light and Low-Resolution Images Under Total Variation Constraints
IEEE Access·2024· 5 citedOpen Access
R&D-Net: Integration of Registration-Net and Detection-Net for Identifying Building Changes in High Spatial-Resolution Remote Sensing Images
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2023· 1 citedOpen Access
Accurate contour preservation for semantic segmentation by mitigating the impact of pseudo-boundaries
International Journal of Applied Earth Observation and Geoinformation·2023· 1 citedOpen Access
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Frequent Co-authors

Zhong Chen(5), Li Cao(4), Yuqing Li(4), Xiaolong Zhang(4), Kai Cheng(3), Tong Fang(3), Xiangde Min(3), Hongwei Ren(3), Yan Wang(2), Xiaofei Mi(2), Baitao Li(2), Xiaolong Zhang(2), Xiaoli Lin(2), Xiaoli Lin(2), Hongwei Ren(2), Zhang Yong-lei(1), Zhong Chen(1), Changheng Zhang(1), Li Zhou(1), Jinkun Yang(1)