Lei Zhu

Orcid: 0000-0003-3871-663X

Affiliations:
  • Hong Kong Polytechnic University, School of Nursing, China
  • Chinese University of Hong Kong, Department of Computer Science and Engineering, Hong Kong (PhD)


According to our database1, Lei Zhu authored at least 149 papers between 2013 and 2025.

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Bibliography

2025
An objective comparison of methods for augmented reality in laparoscopic liver resection by preoperative-to-intraoperative image fusion from the MICCAI2022 challenge.
Medical Image Anal., 2025

2024
Video-Instrument Synergistic Network for Referring Video Instrument Segmentation in Robotic Surgery.
IEEE Trans. Medical Imaging, December, 2024

Cross-Modal Vertical Federated Learning for MRI Reconstruction.
IEEE J. Biomed. Health Informatics, November, 2024

ViDSOD-100: A New Dataset and a Baseline Model for RGB-D Video Salient Object Detection.
Int. J. Comput. Vis., November, 2024

Action-aware Linguistic Skeleton Optimization Network for Non-autoregressive Video Captioning.
ACM Trans. Multim. Comput. Commun. Appl., October, 2024

Unsupervised Fusion Feature Matching for Data Bias in Uncertainty Active Learning.
IEEE Trans. Neural Networks Learn. Syst., April, 2024

Hybrid Masked Image Modeling for 3D Medical Image Segmentation.
IEEE J. Biomed. Health Informatics, April, 2024

DSMT-Net: Dual Self-Supervised Multi-Operator Transformation for Multi-Source Endoscopic Ultrasound Diagnosis.
IEEE Trans. Medical Imaging, January, 2024

FetusMapV2: Enhanced fetal pose estimation in 3D ultrasound.
Medical Image Anal., January, 2024

Towards High-Resolution Specular Highlight Detection.
Int. J. Comput. Vis., January, 2024

Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation.
IEEE Trans. Multim., 2024

Cross-modal knowledge distillation for continuous sign language recognition.
Neural Networks, 2024

Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge.
Medical Image Anal., 2024

NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction.
CoRR, 2024

Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis.
CoRR, 2024

Diff-VPS: Video Polyp Segmentation via a Multi-task Diffusion Network with Adversarial Temporal Reasoning.
CoRR, 2024

Serp-Mamba: Advancing High-Resolution Retinal Vessel Segmentation with Selective State-Space Model.
CoRR, 2024

Timeline and Boundary Guided Diffusion Network for Video Shadow Detection.
CoRR, 2024

RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models.
CoRR, 2024

AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement.
CoRR, 2024

UltraPixel: Advancing Ultra-High-Resolution Image Synthesis to New Peaks.
CoRR, 2024

MCGMapper: Light-Weight Incremental Structure from Motion and Visual Localization With Planar Markers and Camera Groups.
CoRR, 2024

Robot Navigation in Unknown and Cluttered Workspace with Dynamical System Modulation in Starshaped Roadmap.
CoRR, 2024

An objective comparison of methods for augmented reality in laparoscopic liver resection by preoperative-to-intraoperative image fusion.
CoRR, 2024

Vivim: a Video Vision Mamba for Medical Video Object Segmentation.
CoRR, 2024

SSM-Net: Semi-supervised multi-task network for joint lesion segmentation and classification from pancreatic EUS images.
Artif. Intell. Medicine, 2024

Multiple Level of Details Neural Implicit Surface Representation for Unconstrained Viewpoint Rendering.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2024

Anchored Supervised Contrastive Learning for Long-Tailed Medical Image Regression.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Timeline and Boundary Guided Diffusion Network for Video Shadow Detection.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Language-Driven Interactive Shadow Detection.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Partially Supervised Unpaired Multi-modal Learning for Label-Efficient Medical Image Segmentation.
Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

A New Perspective to Boost Performance Fairness For Medical Federated Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

SegMamba: Long-Range Sequential Modeling Mamba for 3D Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Cross-conditioned Diffusion Model for Medical Image to Image Translation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Advancing UWF-SLO Vessel Segmentation with Source-Free Active Domain Adaptation and a Novel Multi-center Dataset.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Non-Invasive to Invasive: Enhancing FFA Synthesis from CFP with a Benchmark Dataset and a Novel Network.
Proceedings of the 1st International Workshop on Multimedia Computing for Health and Medicine, 2024

Semi-supervised Video Desnowing Network via Temporal Decoupling Experts and Distribution-Driven Contrastive Regularization.
Proceedings of the Computer Vision - ECCV 2024, 2024

OpenIns3D: Snap and Lookup for 3D Open-Vocabulary Instance Segmentation.
Proceedings of the Computer Vision - ECCV 2024, 2024

Two-Stage Video Shadow Detection via Temporal-Spatial Adaption.
Proceedings of the Computer Vision - ECCV 2024, 2024

Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint.
Proceedings of the Computer Vision - ECCV 2024, 2024

Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Learning Diffusion Texture Priors for Image Restoration.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Multi-Modal Learning for Predicting the Genotype of Glioma.
IEEE Trans. Medical Imaging, November, 2023

MNGNAS: Distilling Adaptive Combination of Multiple Searched Networks for One-Shot Neural Architecture Search.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Dual Multiscale Mean Teacher Network for Semi-Supervised Infection Segmentation in Chest CT Volume for COVID-19.
IEEE Trans. Cybern., October, 2023

Uncertainty-Aware Multi-Dimensional Mutual Learning for Brain and Brain Tumor Segmentation.
IEEE J. Biomed. Health Informatics, September, 2023

Fine-Grained and Multiple Classification for Alzheimer's Disease With Wavelet Convolution Unit Network.
IEEE Trans. Biomed. Eng., September, 2023

Learning to Remove Shadows from a Single Image.
Int. J. Comput. Vis., September, 2023

Difference-guided multi-scale spatial-temporal representation for sign language recognition.
Vis. Comput., August, 2023

Deep Texture-Aware Features for Camouflaged Object Detection.
IEEE Trans. Circuits Syst. Video Technol., March, 2023

S $^3$ Net: Self-Supervised Self-Ensembling Network for Semi-Supervised RGB-D Salient Object Detection.
IEEE Trans. Multim., 2023

Towards Flexible, Scalable, and Adaptive Multi-Modal Conditioned Face Synthesis.
CoRR, 2023

Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge.
CoRR, 2023

SegRap2023: A Benchmark of Organs-at-Risk and Gross Tumor Volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma.
CoRR, 2023

Federated Pseudo Modality Generation for Incomplete Multi-Modal MRI Reconstruction.
CoRR, 2023

Rethinking Client Drift in Federated Learning: A Logit Perspective.
CoRR, 2023

Video-Instrument Synergistic Network for Referring Video Instrument Segmentation in Robotic Surgery.
CoRR, 2023

HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation.
CoRR, 2023

Diff-UNet: A Diffusion Embedded Network for Volumetric Segmentation.
CoRR, 2023

Learning Physical-Spatio-Temporal Features for Video Shadow Removal.
CoRR, 2023

GeoSpark: Sparking up Point Cloud Segmentation with Geometry Clue.
CoRR, 2023

Mask-Guided Progressive Network for Joint Raindrop and Rain Streak Removal in Videos.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Uncertainty-Driven Dynamic Degradation Perceiving and Background Modeling for Efficient Single Image Desnowing.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Advancing Delineation of Gross Tumor Volume Based on Magnetic Resonance Imaging by Performing Source-Free Domain Adaptation in Nasopharyngeal Carcinoma.
Proceedings of the Computational Mathematics Modeling in Cancer Analysis, 2023

Shifting More Attention to Breast Lesion Segmentation in Ultrasound Videos.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Dynamic Interactive Relation Capturing via Scene Graph Learning for Robotic Surgical Report Generation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Video Adverse-Weather-Component Suppression Network via Weather Messenger and Adversarial Backpropagation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards High-Quality Specular Highlight Removal by Leveraging Large-Scale Synthetic Data.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Snow Removal in Video: A New Dataset and A Novel Method.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

SCOTCH and SODA: A Transformer Video Shadow Detection Framework.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Masked Image Training for Generalizable Deep Image Denoising.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Reference-Based Line Drawing Colorization Through Diffusion Model.
Proceedings of the Advances in Computer Graphics, 2023

2022
Learning Multi-Scale Deep Image Prior for High-Quality Unsupervised Image Denoising.
Comput. Graph. Forum, October, 2022

A Blind Color Separation Model for Faithful Palette-Based Image Recoloring.
IEEE Trans. Multim., 2022

Boosting RGB-D Saliency Detection by Leveraging Unlabeled RGB Images.
IEEE Trans. Image Process., 2022

Mixed-Weight Neural Bagging for Detecting $m^6A$ Modifications in SARS-CoV-2 RNA Sequencing.
IEEE Trans. Biomed. Eng., 2022

Unsupervised Intrinsic Image Decomposition Using Internal Self-Similarity Cues.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19.
CoRR, 2022

EHA-Transformer: Efficient and Haze-Adaptive Transformer for Single Image Dehazing.
Proceedings of the 18th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry, 2022

3DCMM: 3D Comprehensive Morphable Models for Accurate Head Completion.
Proceedings of the 18th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry, 2022

WLA-Net: A Whole New Light-weight Architecture For Visual Task.
Proceedings of the 18th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry, 2022

Unsupervised Embroidery Generation Using Embroidery Channel Attention.
Proceedings of the 18th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry, 2022

Multi-View Fusion for Sign Language Recognition through Knowledge Transfer Learning.
Proceedings of the 18th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry, 2022

Video Instance Lane Detection via Deep Temporal and Geometry Consistency Constraints.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Phase-based Memory Network for Video Dehazing.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Reinforcement Learning Driven Intra-modal and Inter-modal Representation Learning for 3D Medical Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

NestedFormer: Nested Modality-Aware Transformer for Brain Tumor Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Joint Prediction of Meningioma Grade and Brain Invasion via Task-Aware Contrastive Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

A New Dataset and a Baseline Model for Breast Lesion Detection in Ultrasound Videos.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Rethinking Breast Lesion Segmentation in Ultrasound: A New Video Dataset and A Baseline Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Rethinking Video Rain Streak Removal: A New Synthesis Model and a Deraining Network with Video Rain Prior.
Proceedings of the Computer Vision - ECCV 2022, 2022

RSCFed: Random Sampling Consensus Federated Semi-supervised Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

ICBNet: Iterative Context-Boundary Feedback Network for Polyp Segmentation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
DNF-Net: A Deep Normal Filtering Network for Mesh Denoising.
IEEE Trans. Vis. Comput. Graph., 2021

Enhancing Underexposed Photos Using Perceptually Bidirectional Similarity.
IEEE Trans. Multim., 2021

Single-Image Real-Time Rain Removal Based on Depth-Guided Non-Local Features.
IEEE Trans. Image Process., 2021

Learning Gated Non-Local Residual for Single-Image Rain Streak Removal.
IEEE Trans. Circuits Syst. Video Technol., 2021

Deep Sub-Region Network for Salient Object Detection.
IEEE Trans. Circuits Syst. Video Technol., 2021

SAC-Net: Spatial Attenuation Context for Salient Object Detection.
IEEE Trans. Circuits Syst. Video Technol., 2021

Global guidance network for breast lesion segmentation in ultrasound images.
Medical Image Anal., 2021

Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge.
Medical Image Anal., 2021

From Synthetic to Real: Image Dehazing Collaborating with Unlabeled Real Data.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Boundary-Aware Transformers for Skin Lesion Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

VIL-100: A New Dataset and A Baseline Model for Video Instance Lane Detection.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

A Multi-Task Network for Joint Specular Highlight Detection and Removal.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Triple-Cooperative Video Shadow Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Saliency-Aware Texture Smoothing.
IEEE Trans. Vis. Comput. Graph., 2020

ψ-Net: Stacking Densely Convolutional LSTMs for Sub-Cortical Brain Structure Segmentation.
IEEE Trans. Medical Imaging, 2020

CANet: Cross-Disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading.
IEEE Trans. Medical Imaging, 2020

Aggregating Attentional Dilated Features for Salient Object Detection.
IEEE Trans. Circuits Syst. Video Technol., 2020

Direction-Aware Spatial Context Features for Shadow Detection and Removal.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Constrained Multi-shape Evolution for Overlapping Cytoplasm Segmentation.
CoRR, 2020

Robust Medical Instrument Segmentation Challenge 2019.
CoRR, 2020

Learning to Detect Specular Highlights from Real-world Images.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

A Second-Order Subregion Pooling Network for Breast Lesion Segmentation in Ultrasound.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Shape Mask Generator: Learning to Refine Shape Priors for Segmenting Overlapping Cervical Cytoplasms.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

TexNet: Texture Loss Based Network for Gastric Antrum Segmentation in Ultrasound.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

A Multi-Task Mean Teacher for Semi-Supervised Shadow Detection.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound.
IEEE Trans. Medical Imaging, 2019

Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Adaptive Shape Priors Extracted From Contour Fragments.
IEEE Trans. Medical Imaging, 2019

SAC-Net: Spatial Attenuation Context for Salient Object Detection.
CoRR, 2019

Probabilistic Multilayer Regularization Network for Unsupervised 3D Brain Image Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

ARS-Net: Adaptively Rectified Supervision Network for Automated 3D Ultrasound Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Deep Multi-Model Fusion for Single-Image Dehazing.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Depth-Attentional Features for Single-Image Rain Removal.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Feature-preserving ultrasound speckle reduction via <i>L</i><sub>0</sub> minimization.
Neurocomputing, 2018

Non-Local Low-Rank Normal Filtering for Mesh Denoising.
Comput. Graph. Forum, 2018

High-Quality Exposure Correction of Underexposed Photos.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Deep Attentional Features for Prostate Segmentation in Ultrasound.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

R³Net: Recurrent Residual Refinement Network for Saliency Detection.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection.
Proceedings of the Computer Vision - ECCV 2018, 2018

Direction-Aware Spatial Context Features for Shadow Detection.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Recurrently Aggregating Deep Features for Salient Object Detection.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Fast feature-preserving speckle reduction for ultrasound images via phase congruency.
Signal Process., 2017

A neural network approach to visual tracking.
Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 2017

Joint Bi-layer Optimization for Single-Image Rain Streak Removal.
Proceedings of the IEEE International Conference on Computer Vision, 2017

A Non-local Low-Rank Framework for Ultrasound Speckle Reduction.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Non-Local Sparse and Low-Rank Regularization for Structure-Preserving Image Smoothing.
Comput. Graph. Forum, 2016

Ultrasound Speckle Reduction via L_0 Minimization.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
Morphology-preserving smoothing on polygonized isosurfaces of inhomogeneous binary volumes.
Comput. Aided Des., 2015

2014
Speckle reduction by phase-based weighted least squares.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Coarse-to-Fine Normal Filtering for Feature-Preserving Mesh Denoising Based on Isotropic Subneighborhoods.
Comput. Graph. Forum, 2013

Human Tracking and Counting Using the KINECT Range Sensor Based on Adaboost and Kalman Filter.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013


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