Full Publications
Peer Reviewed Journal Articles
2026
Clinically-Informed Prompt Learning for Explainable Diagnosis with Biomedical Vision-Language Models
H. Xie, Y. Fan, N.-F. Law, Y.-P. Zheng, S.-H. Ling, Y. Hu, Y. Ju✉.
Pattern Recognition, 2026.
Dynamic Mutual Learning for Object Detection in Aerial Imagery
C. Zhang, C. Yang, Y. Ju, J. Xiao, M. Jian, K.-M. Lam, Q. Wang.
IEEE Transactions on Geoscience and Remote Sensing, 2026.
DA-GAN: Dual-Attention GAN for Underwater Image Enhancement With Contrast and Color Correction
X. Liu, H. Xu, Y. Ju, S. Wang, C. Liu, L. Chen.
IEEE Transactions on Geoscience and Remote Sensing, 2026.
DCD-UIE: Decoupled Chromatic Diffusion Model for Underwater Image Enhancement
G. Fan, Y. Zhou, J. Zhou, Y. Ju, G.-Y. Chen, J. Li, A. C. Kot.
IEEE Transactions on Image Processing, 2026.
SHARE-U: Semantic-aware Human Avatar Reconstruction with Efficient Gaussians via Uncertainty-weighted Contrastive Learning
Z. Han, S. Wu, J. Qiu, Y. Ju, L. Liu, P. Feng, H. Zhou, Z. Jiang.
IEEE Transactions on Multimedia, 2026.
SGDFuse: SAM-Guided Diffusion Model for High-Fidelity Infrared and Visible Image Fusion
X. Zhang, J. Li, G. Fan, Y. Ju, L. Fan, J. Liu, A. C. Kot.
Information Fusion, 2026.
Perception-Inspired Network for Stereo Image Quality Assessment
Y. Chang, G. Yue, B. Zhao, L. Yu, Y. Ju, H. Amirpour, M. Gabbouj, W. Zhou.
IEEE Transactions on Image Processing, 2026.
Polarisation-DCP Fusion Imaging and Rolling Ball 3D Reconstruction Method for Quantitative Analysis of Underwater Structural Defects
J. Gan, X. Lin, Y. Ye, L. Liu, S. Zhang, Y. Ju, Z. Xu.
Measurement, 2026.
Enhancing decision boundaries in continual learning through a decoupled Gaussian framework
Z. Feng, C. Chen, Z. Yang, L. Yu, p. Kuang, M. Zhou, K, Dang, Z, Gao, Y. Ju.
Information Processing & Management, 2026.
2025
Revisiting One-stage Deep Uncalibrated Photometric Stereo via Fourier Embedding
Y. Ju, B. Shi, B. Wen, K.-M. Lam, X. Jiang, A. C. Kot.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025.
Photometric Regularization for 3D Gaussian Splatting in Multi-View Surface Projection
Y. Ju, Y. Zhao, J. Xiao, C. Zhang, Z. Jiang, H. Zhou, W. Zhou, H. Yu, J. Dong.
IEEE Journal of Selected Topics in Signal Processing, 2025.
Towards Marine Snow Removal with Fusing Fourier Information
Y. Ju, J. Xiao, C. Zhang, H. Xie, A. Luo, H. Zhou, J. Dong, A. C. Kot.
Information Fusion, 2025.
Face Reconstruction with Detailed Skin Features via Three Selfie Images
Y. Ju, B. Dissanayake, R. Ang, L. Li, D. Sng, A. C. Kot.
Journal of Visual Communication and Image Representation, 2025.
Multi-Factor Deep Learning Model for Sea Surface Temperature Forecasting
Y. Yang, K.-M. Lam, J. Dong, Y. Ju✉.
Remote Sensing, 2025.
Aerial Multi-View Stereo via Adaptive Depth Range Inference and Normal Cues
Y. Liu, Y. Ju, Y. Rao, H. Fan, J. Dong, F. Gao, Q. Du.
IEEE Transactions on Geoscience and Remote Sensing, 2025.
Prototype-driven Structure Synergy Network for Remote Sensing Images Segmentation
J. Wang, J. Li, G. Fan, Y. Ju, X. Fang, A. C. Kot.
IEEE Transactions on Geoscience and Remote Sensing, 2025.
SA2Net: Scale-adaptive Structure-affinity Transformation for Spine Segmentation from Ultrasound Volume Projection Imaging
H. Xie, Z. Huang, Y. Zuo, Y. Ju, H.-F. Leung, N.-F. Law, K. Lam, Y.-P. Zheng, S.-H. Ling.
Computerized Medical Imaging and Graphics, 2025.
Excavate the Potential of Single-Scale Features: A Decomposition Network for Water-Related Optical Image Enhancement
Z. Cheng, W. Wang, G.-Y. Chen, Y. Ju, Y. Cheng, Z. Liu, Y. Meng, J. Song.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025.
Fragrant: Frequency-auxiliary Guided Relational Attention Network for Low-light Action Recognition
W. Liu, X. Jia, Y. Ju, Y. Ju, K. Jiang, S. Wu, L. Zhong, X. Zhong.
The Visual Computer, 2025.
Cross-Frequency Attention and Color Contrast Constraint for Remote Sensing Dehazing
Y. Feng, J. Li, T. Huang, F. Wu, Y. Ju, C. Li, W. Dong, A. C. Kot.
IEEE Transactions on Image Processing, 2025.
2024
Deep Learning Methods for Calibrated Photometric Stereo and Beyond
Y. Ju, K.-M. Lam, W. Xie, H. Zhou, J. Dong, B. Shi.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024.
Underwater Surface Normal Reconstruction via Cross-Grained Photometric Stereo Transformer
Y. Ju, L. Li, X. Zhong, Y. Rao, Y. Liu, J. Dong, A. C. Kot.
IEEE Journal of Oceanic Engineering, 2024.
Three-dimensional Reconstruction of Underwater Side-scan Sonar Images Based on Shape-from-shading and Monocular Depth Fusion
Y. Ju, J. Zhou, S. Zhou, H. Xie, C. Zhang, J. Xiao, C. Yang, J. Sun.
Intelligent Marine Technology and Systems, 2024.
Remote Sensing Insights into Ocean Fronts: A Literature Review
Y. Yang, Y. Ju✉, Y. Gao, C. Zhang, K.-M. Lam.
Intelligent Marine Technology and Systems, 2024.
A Comprehensive Dataset for Dynamic Analysis of Ocean Front
Y. Yang, Y. Gao, X. Sun, Y. Ju, C. Zhang, K.-M. Lam.
Intelligent Marine Technology and Systems, 2024.
Forgery-aware Adaptive Learning with Vision Transformer for Generalized Face Forgery Detection
A. Luo, R. Cai, C. Kong, Y. Ju, X. Kang, J. Huang, A. C. Kot.
IEEE Transactions on Circuits and Systems for Video Technology, 2024.
Exposing Image Splicing Traces in Scientific Publications via Uncertainty-guided Refinement
X. Lin, W. Tang, H. Wang, Y. Liu, Y. Ju, S. Wang, Z. Yu.
Patterns, 2024.
2023
GR-PSN: Learning to Estimate Surface Normal and Reconstruct Photometric Stereo Images
Y. Ju, B. Shi, Y. Chen, H. Zhou, J. Dong, K.-M. Lam.
IEEE Transactions on Visualization and Computer Graphics, 2023.
Estimating High-resolution Surface Normals via Low-resolution Photometric Stereo Images
Y. Ju, M. Jian, C. Wang, C. Zhang, J. Dong, K.-M. Lam.
IEEE Transactions on Circuits and Systems for Video Technology, 2023. ESI Highly Cited Paper
Efficient Inductive Vision Transformer for Oriented Object Detection in Remote Sensing Imagery
C. Zhang, J. Su, Y. Ju, K.-M. Lam, Q. Wang.
IEEE Transactions on Geoscience and Remote Sensing, 2023. ESI Highly Cited Paper
Flow-Edge-Net: Video Saliency Detection Based on Optical Flow and Edge-weighted Balance Loss
M. Jian, X. Lu, X. Yu, Y. Ju, H. Yu, K.-M. Lam.
IEEE Transactions on Computational Social Systems, 2023.
RMAFF-PSN: A Residual Multi-scale Attention Feature Fusion Photometric Stereo Network
K. Luo, Y. Ju, L. Qi, K. Wang, J. Dong.
Photonics, 2023.
Learning General Descriptors for Image Matching with Regression Feedback
Y. Rao, Y. Ju, C. Li, E. Rigall, J. Yang, H. Fan, J. Dong.
IEEE Transactions on Circuits and Systems for Video Technology, 2023.
Learning Enriched Feature Descriptor for Image Matching and Visual Measurement
Y. Rao, Y. Ju, S. Wang, F. Gao, H. Fan, J. Dong.
IEEE Transactions on Instrumentation and Measurement, 2023.
2022
Normattention-PSN: A High-frequency Region Enhanced Photometric Stereo Network with Normalized Attention
Y. Ju, B. Shi, M. Jian, L. Qi, J. Dong, K.-M. Lam.
International Journal of Computer Vision, 2022.
Learning Conditional Photometric Stereo with High-resolution Features
Y. Ju, Y. Peng, M. Jian, F. Gao, J. Dong.
Computational Visual Media, 2022.
A Deep-shallow and Global–local Multi-feature Fusion Network for Photometric Stereo
Y. Liu, Y. Ju✉, M. Jian, F. Gao, Y. Rao, Y. Hu, J. Dong.
Image and Vision Computing, 2022.
3D Hand Pose Estimation from Monocular RGB with Feature Interaction Module
S. Guo, E. Rigall, Y. Ju, J. Dong.
IEEE Transactions on Circuits and Systems for Video Technology, 2022.
Learning General Feature Descriptor for Visual Measurement with Hierarchical View Consistency
Y. Rao, J. Yang, Y. Ju, C. Li, E. Rigall, H. Fan, J. Dong.
IEEE Transactions on Instrumentation and Measurement, 2022.
2021 and earlier
Recovering Surface Normal and Arbitrary Images: A Dual Regression Network for Photometric Stereo
Y. Ju, J. Dong, S. Chen.
IEEE Transactions on Image Processing, 2021.
Incorporating Lambertian Priors into Surface Normals Measurement
Y. Ju, M. Jian, S. Guo, Y. Wang, H. Zhou, J. Dong.
IEEE Transactions on Instrumentation and Measurement, 2021.
A Dual-cue Network for Multispectral Photometric Stereo
Y. Ju, X. Dong, Y. Wang, L. Qi, J. Dong.
Pattern Recognition, 2020.
MPS-Net: Learning to Recover Surface Normal for Multispectral Photometric Stereo
Y. Ju, L. Qi, J. He, X. Dong, F. Gao, J. Dong.
Neurocomputing, 2020.
Demultiplexing Colored Images for Multispectral Photometric Stereo via Deep Neural Networks
Y. Ju, L. Qi, H. Zhou, J. Dong, L. Lu.
IEEE Access, 2018.
Refractive Laser Triangulation and Photometric Stereo in Underwater Environment
H. Fan, L. Qi, Y. Ju, J. Dong, H. Yu.
Optical Engineering, 2017.
Peer Reviewed Conference Articles
2026
PUFM: Efficient Point Cloud Upsampling via Flow Matching
Z. Liu, C. He, Y. Ju, L. Li.
Annual AAAI Conference on Artificial Intelligence (AAAI), 2026.
2025
FNIN: A Fourier Neural Operator-based Numerical Integration Network for Surface-from-gradients
J. Leng, Y. Ju✉, Y. Duan, J. Zhang, Q. Lv, Z. Wu, H. Fan.
Annual AAAI Conference on Artificial Intelligence (AAAI), 2025.
A Novel Stereo Matching Network for Underwater Scenes
L. Zhu, Y. Ju, Y. Gao.
Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS), 2025.
HRHuman: Tuning-free Higher-resolution Human Image Generation via Template Knowledge
L. Li, L. Guo, S. Yang, Q. Zheng, Y. Ju, W. Lin, A. C. Kot.
Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS), 2025.
2024
Satr: A Structure-affinity Attention-based Transformer Encoder for Spine Segmentation
H. Xie, Z. Huang, F. H. F. Leung, N. F. Law, Y. Ju✉, Y.-P. Zheng, S.-H. Ling.
Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI), 2024.
Towards Progressive Multi-frequency Representation for Image Warping
J. Xiao, Z. Lyu, C. Zhang, Y. Ju, C. Shui, K.-M. Lam.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
Frequency-aware Guidance for Blind Image Restoration via Diffusion Models
J. Xiao, Z. Lyu, H. Xie, C. Zhang, Y. Ju, C. Shui, K.-M. Lam.
Proceedings of the European Conference on Computer Vision Workshops (ECCV Workshops), 2024.
Image Gradient-aided Photometric Stereo Network
K. Wang, L. Qi, S. Qin, K. Luo, Y. Ju, X. Li, J. Dong.
Proceedings of the Pacific Rim International Conference on Artificial Intelligence (PRICAI), 2024.
Aligning Localization and Classification for Anchor-free Object Detection in Aerial Imagery
C. Zhang, Y. Ju, J. Xiao, Y. Yang, K.-M. Lam.
Proceedings of the International Workshop on Advanced Imaging Technology (IWAIT), 2024.
Dynamic Spatial Aggregation Network for Joint Denoising and HDR Imaging
J. Xiao, C. Yang, C. Zhang, Y. Ju, K.-M. Lam.
Proceedings of the International Workshop on Advanced Imaging Technology (IWAIT), 2024.
2023
Efficient Feature Fusion for Learning-based Photometric Stereo
Y. Ju, K.-M. Lam, J. Xiao, C. Zhang, C. Yang, J. Dong.
Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023.
Learning Deep Photometric Stereo Network with Reflectance Priors
Y. Ju, C. Zhang, S. Huang, Y. Rao, K.-M. Lam.
Proceedings of the IEEE International Conference on Multimedia and Expo (ICME), 2023.
Deep Discrete Wavelet Transform Network for Photometric Stereo
Y. Ju, M. Jian, C. Zhang, Y. Hu, K.-M. Lam.
Proceedings of the International Conference on Digital Signal Processing (DSP), 2023.
A Structure-affinity Dual Attention-based Network to Segment Spine for Scoliosis Assessment
H. Xie, Z. Huang, F. H. F. Leung, Y. Ju✉, Y.-P. Zheng, S.-H. Ling.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2023.
PMBQA: Projection-based Blind Point Cloud Quality Assessment via Multimodal Learning
W. Xie, K. Wang, Y. Ju, M. Wang.
Proceedings of the ACM International Conference on Multimedia (ACM MM), 2023.
Pyramid Masked Image Modeling for Transformer-based Aerial Object Detection
C. Zhang, T. Liu, Y. Ju, K.-M. Lam.
Proceedings of the IEEE International Conference on Image Processing (ICIP), 2023.
Improving Robustness of Single Image Super-resolution Models with Monte Carlo Method
C. Yang, J. Xiao, Y. Ju, G. Qiu, K.-M. Lam.
Proceedings of the IEEE International Conference on Image Processing (ICIP), 2023.
Promptrestorer: A Prompting Image Restoration Method with Degradation Perception
C. Wang, J. Pan, W. Wang, J. Dong, M. Wang, Y. Ju, J. Chen.
Advances in Neural Information Processing Systems (NeurIPS), 2023.
2022 and earlier
Pay Attention to Devils: A Photometric Stereo Network for Better Details
Y. Ju, K.-M. Lam, Y. Chen, L. Qi, J. Dong.
Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), 2020.
Learning Photometric Stereo via Manifold-based Mapping
Y. Ju, M. Jian, J. Dong, K.-M. Lam.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing (VCIP), 2020.
Self-supervised Depth Completion with Attention-based Loss
Y. Wang, Y. Ju, M. Jian, K.-M. Lam, L. Qia, J. Dong.
Proceedings of the International Workshop on Advanced Imaging Technology (IWAIT), 2020.
Photometric Stereo via Random Sampling and Tensor Robust Principal Component Analysis
Y. Ju, L. Qi, H. Fan, L. Lu, J. Dong.
Proceedings of the International Conference on Graphic and Image Processing (ICGIP), 2018.