Learning deep neural networks in blind deblurring framework. - Junde Wu; Xiaoguang Di; Jiehao Huang; Yu Zhang 091 (CoRR, 2019)

Leveraging Undiagnosed Data for Glaucoma Classification with Teacher-Student Learning. - Junde Wu; Shuang Yu; Wenting Chen; Kai Ma 002; Rao Fu; Hanruo Liu; Xiaoguang Di; Yefeng Zheng 001 (MICCAI (1), 2020)

Self-supervised Image Enhancement Network: Training with Low Light Images Only. - Yu Zhang 091; Xiaoguang Di; Bin Zhang; Chunhui Wang (CoRR, 2020)

Better Than Reference In Low Light Image Enhancement: Conditional Re-Enhancement Networks. - Yu Zhang 091; Xiaoguang Di; Bin Zhang; Ruihang Ji; Chunhui Wang (CoRR, 2020)

Learning an adaptive model for extreme low-light raw image processing. - Qingxu Fu; Xiaoguang Di; Yu Zhang 091 (IET Image Process., 2020)

A novel convolutional neural network method for crowd counting. - Jiehao Huang; Xiaoguang Di; Junde Wu; Ai-yue Chen (Frontiers Inf. Technol. Electron. Eng., 2020)

Real-Time CU-Net-Based Welding Quality Inspection Algorithm in Battery Production. - Haoxin Zhang; Xiaoguang Di; Yu Zhang 091 (IEEE Trans. Ind. Electron., 2020)

Integrating Neural Networks Into the Blind Deblurring Framework to Compete With the End-to-End Learning-Based Methods. - Junde Wu; Xiaoguang Di (IEEE Trans. Image Process., 2020)

Self-supervised Low Light Image Enhancement and Denoising. - Yu Zhang 091; Xiaoguang Di; Bin Zhang; Qingyan Li; Shiyu Yan; Chunhui Wang (CoRR, 2021)

A Simple Self-calibration Method for The Internal Time Synchronization of MEMS LiDAR. - Yu Zhang 091; Xiaoguang Di; Shiyu Yan; Bin Zhang; Baoling Qi; Chunhui Wang (CoRR, 2021)

TanhExp: A smooth activation function with high convergence speed for lightweight neural networks. - Xinyu Liu 001; Xiaoguang Di (IET Comput. Vis., 2021)

Global Context Parallel Attention for Anchor-Free Instance Segmentation in Remote Sensing Images. - Xinyu Liu 001; Xiaoguang Di (IEEE Geosci. Remote. Sens. Lett., 2022)

Autonomous vehicle self-localization in urban environments based on 3D curvature feature points - Monte Carlo localization. - Qi Liu 027; Xiaoguang Di; Binfeng Xu (Robotica, 2022)

FA-GAN: a feature attention GAN with fusion discriminator for non-homogeneous dehazing. - Fansheng Li; Xiaoguang Di; Changdi Zhao; Yi Zheng; Shuanghong Wu (Signal Image Video Process., 2022)

Better Than Reference in Low-Light Image Enhancement: Conditional Re-Enhancement Network. - Yu Zhang 091; Xiaoguang Di; Bin Zhang; Ruihang Ji; Chunhui Wang (IEEE Trans. Image Process., 2022)

A Fast and Lightweight Network for Low-Light Image Enhancement. - Yu Zhang 009; Xiaoguang Di; Junde Wu; Rao Fu; Yong Li; Yue Wang; Yanwu Xu 001; Guohui Yang; Chunhui Wang (CoRR, 2023)

EGNet: enhanced gradient network for image deblurring. - Changdi Zhao; Xiaoguang Di; Feng Gao (Signal Image Video Process., 2023)

Extraordinary MHNet: Military high-level camouflage object detection network and dataset. - Maozhen Liu 002; Xiaoguang Di (Neurocomputing, 2023)

SparseAD: Sparse Query-Centric Paradigm for Efficient End-to-End Autonomous Driving. - Diankun Zhang; Guoan Wang; Runwen Zhu; Jianbo Zhao; Xiwu Chen; Siyu Zhang 002; Jiahao Gong; Qibin Zhou; Wenyuan Zhang; Ningzi Wang; Feiyang Tan; Hangning Zhou; et al. (CoRR, 2024)

Towards to Human Intention: A few-shot open-set object detection for X-ray hazard inspection. - Mao Zhen Liu 002; Xiaoguang Di; Teng Lv; Ming Liao; Xiaofei Zhang (Neurocomputing, 2024)

Multi-level Symmetric Semantic Alignment Network for image-text matching. - Wenzhuang Wang; Xiaoguang Di; Maozhen Liu 002; Feng Gao (Neurocomputing, 2024)

HDNet: Human-like discrimination with visual key for few-shot cross-domain object detection. - Mao Zhen Liu 002; Xiaoguang Di; Wenzhuang Wang (Knowl. Based Syst., 2024)

DMFF: dual-way multimodal feature fusion for 3D object detection. - Xiaopeng Dong; Xiaoguang Di; Wenzhuang Wang (Signal Image Video Process., 2024)

DRIR-Net: Dual-branch rotation invariant and robust network for 3D place recognition. - Ming Liao; Xiaoguang Di; Mao Zhen Liu 002; Teng Lv; Xiaofei Zhang; Runwen Zhu (Neurocomputing, 2025)

Dynamic-Aware and Static Context Network for large-scale 3D place recognition. - Ming Liao; Xiaoguang Di; Maozhen Liu 002; Teng Lv; Xiaofei Zhang; Runwen Zhu (Knowl. Based Syst., 2025)

Enhancing realism in LiDAR scene generation with CSPA-DFN and linear cross-attention via Diffusion Transformer model. - Shaoxun Ye; Xiaoguang Di; Ming Liao; Ximing Li (Neural Networks, 2025)

DBLDNet: dual branch low light object detector based on feature localization and multi-scale feature enhancement. - Xiaofei Zhang; Xiaoguang Di; Maozheng Liu 002 (Multim. Syst., 2025)

TPE-YOLO: improved low-light object detection using a two-way pyramid enhancement network. - Xiaofei Zhang; Xiaoguang Di; Runwen Zhu (Int. J. Multim. Inf. Retr., 2025)