Beiji Zou

Orcid: 0000-0002-3542-1097

Affiliations:
  • Central South University, School of Computer Science and Engineering, Hunan Engineering Research Center of Machine Vision and Intelligent Medicine, Changsha, China


According to our database1, Beiji Zou authored at least 159 papers between 2005 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Multi-perspective feature compensation enhanced network for medical image segmentation.
Biomed. Signal Process. Control., 2025

2024
Mechanism-Based Fault Diagnosis Deep Learning Method for Permanent Magnet Synchronous Motor.
Sensors, October, 2024

Deep learning-based magnetic resonance image super-resolution: a survey.
Neural Comput. Appl., July, 2024

Structure-aware neural radiance fields without posed camera.
Pattern Recognit., 2024

A novel image captioning model with visual-semantic similarities and visual representations re-weighting.
J. King Saud Univ. Comput. Inf. Sci., 2024

Enhancing cervical cancer diagnosis: Integrated attention-transformer system with weakly supervised learning.
Image Vis. Comput., 2024

ChebMixer: Efficient Graph Representation Learning with MLP Mixer.
CoRR, 2024

DGCBG-Net: A dual-branch network with global cross-modal interaction and boundary guidance for tumor segmentation in PET/CT images.
Comput. Methods Programs Biomed., 2024

Classification of recurrent major depressive disorder using a residual denoising autoencoder framework: Insights from large-scale multisite fMRI data.
Comput. Methods Programs Biomed., 2024

A novel approach for intelligent diagnosis and grading of diabetic retinopathy.
Comput. Biol. Medicine, 2024

A multi-feature-based intelligent redundancy elimination scheme for cloud-assisted health systems.
CAAI Trans. Intell. Technol., 2024

Deform-Mamba Network for MRI Super-Resolution.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

An Effective Dual-Scale Hybrid Encoder Network for Medical Image Segmentation.
Proceedings of the International Joint Conference on Neural Networks, 2024

Self-prior Guided Mamba-UNet Networks for Medical Image Super-Resolution.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

Reconstruction-Guided Multi-Stage Network For MRI Super-Resolution.
Proceedings of the International Conference on Computer Vision and Deep Learning, 2024

2023
Deep Learning Based CAPTCHA Recognition Network with Grouping Strategy.
Sensors, December, 2023

TGRA-P: Task-driven model predicts 90-day mortality from ICU clinical notes on mechanical ventilation.
Comput. Methods Programs Biomed., December, 2023

Research on named entity recognition of Traditional Chinese Medicine chest discomfort cases incorporating domain vocabulary features.
Comput. Biol. Medicine, November, 2023

Two-layer partitioned and deletable deep bloom filter for large-scale membership query.
Inf. Syst., October, 2023

DE-JANet: A unified network based on dual encoder and joint attention for Alzheimer's disease classification using multi-modal data.
Comput. Biol. Medicine, October, 2023

A Secure Lossless Redundancy Elimination Scheme With Semantic Awareness for Cloud-Assisted Health Systems.
IEEE Syst. J., September, 2023

A deep retinal image quality assessment network with salient structure priors.
Multim. Tools Appl., September, 2023

Prior-knowledge-based self-attention network for 3D human pose estimation.
Expert Syst. Appl., September, 2023

AC-E Network: Attentive Context-Enhanced Network for Liver Segmentation.
IEEE J. Biomed. Health Informatics, August, 2023

Anomaly detection for streaming data based on grid-clustering and Gaussian distribution.
Inf. Sci., August, 2023

Medical visual question answering with symmetric interaction attention and cross-modal gating.
Biomed. Signal Process. Control., August, 2023

A two-stage deep learning framework for counterfeit luxury handbag detection in logo images.
Signal Image Video Process., June, 2023

Recognition of abnormal human behavior in dual-channel convolutional 3D construction site based on deep learning.
Neural Comput. Appl., April, 2023

Combining external attention GAN with deep convolutional neural networks for real-fake identification of luxury handbags.
Vis. Comput., March, 2023

ESDedup: An efficient and secure deduplication scheme based on data similarity and blockchain for cloud-assisted medical storage systems.
J. Supercomput., 2023

PA-LBF: Prefix-Based and Adaptive Learned Bloom Filter for Spatial Data.
Int. J. Intell. Syst., 2023

Improving Neural Radiance Fields with Depth-aware Optimization for Novel View Synthesis.
CoRR, 2023

Active Learning in Brain Tumor Segmentation with Uncertainty Sampling, Annotation Redundancy Restriction, and Data Initialization.
CoRR, 2023

Multi-scale deformable transformer for multi-contrast knee MRI super-resolution.
Biomed. Signal Process. Control., 2023

Cervix Visionator ELM: A Novel Approach to Early Detection of Cervical Cancer.
Proceedings of the 8th International Conference on Control, Robotics and Cybernetics, 2023

Wavelet-aware Transformer Network for Multi-contrast Knee MRI Super-resolution.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Fixing Defect of Photometric Loss for Self-Supervised Monocular Depth Estimation.
IEEE Trans. Circuits Syst. Video Technol., 2022

SkeletonPose: Exploiting human skeleton constraint for 3D human pose estimation.
Knowl. Based Syst., 2022

Single image depth estimation based on sculpture strategy.
Knowl. Based Syst., 2022

OVS-Net: An effective feature extraction network for optical coherence tomography angiography vessel segmentation.
Comput. Animat. Virtual Worlds, 2022

Structure-Aware NeRF without Posed Camera via Epipolar Constraint.
CoRR, 2022

An Improved Homogeneous Ensemble Technique for Early Accurate Detection of Type 2 Diabetes Mellitus (T2DM).
Comput., 2022

Retinal microaneurysm detection based on transformation splicing and multi-context ensemble learning.
Biomed. Signal Process. Control., 2022

Parameter-Free Latent Space Transformer for Zero-Shot Bidirectional Cross-modality Liver Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Entity-level Attention Pooling and Information Gating for Document-level Relation Extraction.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Surveillance Video Anomaly Detection with Feature Enhancement and Consistency Frame Prediction.
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2022

Learned Reverse ISP with Soft Supervision.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Alps: An Adaptive Load Partitioning Scaling Solution for Stream Processing System on Skewed Stream.
Proceedings of the Database and Expert Systems Applications, 2022

A Learned Prefix Bloom Filter for Spatial Data.
Proceedings of the Database and Expert Systems Applications, 2022

Toward Efficient Image Denoising: A Lightweight Network with Retargeting Supervision Driven Knowledge Distillation.
Proceedings of the Advances in Computer Graphics, 2022

GRVT: Toward Effective Grocery Recognition via Vision Transformer.
Proceedings of the Advances in Computer Graphics, 2022

MeDA: Using Blockchain for Patient-Controlled Medical Data Auditing in Institutions.
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

A dynamic multi-modal fusion network for ovarian tumor differentiation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
Multi-Label Classification Scheme Based on Local Regression for Retinal Vessel Segmentation.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Estimation of 3D human pose using prior knowledge.
J. Electronic Imaging, 2021

A Character Flow Framework for Multi-Oriented Scene Text Detection.
J. Comput. Sci. Technol., 2021

Robust and discriminative zero-watermark scheme based on invariant features and similarity-based retrieval to protect large-scale DIBR 3D videos.
Inf. Sci., 2021

Ground truth free retinal vessel segmentation by learning from simple pixels.
IET Image Process., 2021

Multi-oriented scene text detection by fixed-width multi-ratio rotation anchors.
Comput. Electr. Eng., 2021

A Dark and Bright Channel Prior Guided Deep Network for Retinal Image Quality Assessment.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Multi-branch Multi-task 3D-CNN for Alzheimer's Disease Detection.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

HFBT: An Efficient Hierarchical Fault-tolerant Method for Cloud Storage System.
Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021

Cluster-Based Distribution Alignment For Generalizable Person Re-Identification.
Proceedings of the 2021 IEEE International Conference on Multimedia & Expo Workshops, 2021

Character Flow Detection and Rectification for Scene Text Spotting.
Proceedings of the Advances in Computer Graphics, 2021

2020
Clinical Interpretable Deep Learning Model for Glaucoma Diagnosis.
IEEE J. Biomed. Health Informatics, 2020

Automated glaucoma screening method based on image segmentation and feature extraction.
Medical Biol. Eng. Comput., 2020

Non-rigid retinal image registration using an unsupervised structure-driven regression network.
Neurocomputing, 2020

Single image dehazing based on fusion strategy.
Neurocomputing, 2020

Automatic microaneurysm detection in fundus image based on local cross-section transformation and multi-feature fusion.
Comput. Methods Programs Biomed., 2020

A Deep Gradient Boosting Network for Optic Disc and Cup Segmentation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Distributed and Efficient Object Detection via Interactions Among Devices, Edge, and Cloud.
IEEE Trans. Multim., 2019

Robust hybrid image watermarking scheme based on KAZE features and IWT-SVD.
Multim. Tools Appl., 2019

Automatic Diabetic Retinopathy Screening via Cascaded Framework Based on Image- and Lesion-Level Features Fusion.
J. Comput. Sci. Technol., 2019

A spatial-aware joint optic disc and cup segmentation method.
Neurocomputing, 2019

Glaucoma screening pipeline based on clinical measurements and hidden features.
IET Image Process., 2019

DDNet: Cartesian-polar Dual-domain Network for the Joint Optic Disc and Cup Segmentation.
CoRR, 2019

A novel glaucomatous representation method based on Radon and wavelet transform.
BMC Bioinform., 2019

A Novel Robust Reversible Watermarking Scheme for Protecting Authenticity and Integrity of Medical Images.
IEEE Access, 2019

Multi-index Optic Disc Quantification via MultiTask Ensemble Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Weakly-Supervised Simultaneous Evidence Identification and Segmentation for Automated Glaucoma Diagnosis.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Distinguishable zero-watermarking scheme with similarity-based retrieval for digital rights Management of Fundus Image.
Multim. Tools Appl., 2018

3D Filtering by Block Matching and Convolutional Neural Network for Image Denoising.
J. Comput. Sci. Technol., 2018

Crime prediction and mapping based on real time video analysis.
J. Ambient Intell. Smart Environ., 2018

Improved multi-scale line detection method for retinal blood vessel segmentation.
IET Image Process., 2018

Localisation and segmentation of optic disc with the fractional-order Darwinian particle swarm optimisation algorithm.
IET Image Process., 2018

Classified optic disc localization algorithm based on verification model.
Comput. Graph., 2018

Yanbao: A Mobile App Using the Measurement of Clinical Parameters for Glaucoma Screening.
IEEE Access, 2018

Automatic Measurement of Cup-to-Disc Ratio for Retinal Images.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Multi-Label Classification Scheme Based on Local Regression for Retinal Vessel Segmentation.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

An Approach for Glaucoma Detection Based on the Features Representation in Radon Domain.
Proceedings of the Intelligent Computing Theories and Application, 2018

Parameter Selection of Image Fog Removal Using Artificial Fish Swarm Algorithm.
Proceedings of the Intelligent Computing Theories and Application, 2018

2017
Scene text detection using adaptive color reduction, adjacent character model and hybrid verification strategy.
Vis. Comput., 2017

Hierarchical Contour Closure-Based Holistic Salient Object Detection.
IEEE Trans. Image Process., 2017

Novel robust zero-watermarking scheme for digital rights management of 3D videos.
Signal Process. Image Commun., 2017

Orientation Histogram-Based Center-Surround Interaction: An Integration Approach for Contour Detection.
Neural Comput., 2017

A Lossless Fingerprinting-Watermarking Hybrid Scheme for Digital Right Management of Fundus Images.
J. Inf. Hiding Multim. Signal Process., 2017

Supervised Vessels Classification Based on Feature Selection.
J. Comput. Sci. Technol., 2017

Automatic Anterior Lamina Cribrosa Surface Depth Measurement Based on Active Contour and Energy Constraint.
J. Comput. Sci. Technol., 2017

Retinal Blood Vessel Segmentation Using Extreme Learning Machine.
J. Adv. Comput. Intell. Intell. Informatics, 2017

Automatic Retinal Image Registration Using Blood Vessel Segmentation and SIFT Feature.
Int. J. Pattern Recognit. Artif. Intell., 2017

A robust and synthesized-unseen watermarking for the DRM of DIBR-based 3D video.
Neurocomputing, 2017

Crime Hotspot Detection and Monitoring Using Video Based Event Modeling and Mapping Techniques.
Int. J. Comput. Intell. Syst., 2017

A Robust Zero-Watermark Scheme with Similarity-based Retrieval for Copyright Protection of 3D Video.
CoRR, 2017

Liver vessel segmentation and identification based on oriented flux symmetry and graph cuts.
Comput. Methods Programs Biomed., 2017

Automatic liver segmentation from abdominal CT volumes using graph cuts and border marching.
Comput. Methods Programs Biomed., 2017

Retinal vessel segmentation in colour fundus images using Extreme Learning Machine.
Comput. Medical Imaging Graph., 2017

A location-to-segmentation strategy for automatic exudate segmentation in colour retinal fundus images.
Comput. Medical Imaging Graph., 2017

Preface.
Comput. Medical Imaging Graph., 2017

An Effective Framework for Identifying Good XML Feedback Fragments.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2017

2016
An automatic video text detection method based on BP-adaboost.
Multim. Tools Appl., 2016

Saliency detection using boundary information.
Multim. Syst., 2016

Motion-Based Depth Estimation for 2D to 3D Video Conversion.
J. Adv. Comput. Intell. Intell. Informatics, 2016

Temporal-Spatial Filtering for Enhancement of Low-Light Surveillance Video.
J. Adv. Comput. Intell. Intell. Informatics, 2016

A Secure Medical Information Management System for Wireless Body Area Networks.
KSII Trans. Internet Inf. Syst., 2016

Visibility detection approach to road scene foggy images.
KSII Trans. Internet Inf. Syst., 2016

Natural scene text detection by multi-scale adaptive color clustering and non-text filtering.
Neurocomputing, 2016

Automatic segmentation for cell images based on bottleneck detection and ellipse fitting.
Neurocomputing, 2016

ROI extraction based on visual salience and visual evaluation.
Int. J. Auton. Adapt. Commun. Syst., 2016

2015
Surroundedness based multiscale saliency detection.
J. Vis. Commun. Image Represent., 2015

Interactive tooth partition of dental mesh base on tooth-target harmonic field.
Comput. Biol. Medicine, 2015

An Improved Retinal Vessel Segmentation Method Based on Supervised Learning.
Proceedings of the 14th International Conference on Computer-Aided Design and Computer Graphics, 2015

2014
Motion recognition for 3D human motion capture data using support vector machines with rejection determination.
Multim. Tools Appl., 2014

Discrete Cosine Coefficients as Images features for Fire Detection based on Computer Vision.
J. Comput., 2014

2013
A novel particle filter with implicit dynamic model for irregular motion tracking.
Mach. Vis. Appl., 2013

Specularity Removal using Dark Channel Prior.
J. Inf. Sci. Eng., 2013

Image Segmentation with PCNN Model and Immune Algorithm.
J. Comput., 2013

2012
Considering direct interaction of artificial ant colony foraging simulation and animation.
J. Exp. Theor. Artif. Intell., 2012

Multi-Channel Image Noise Filter based on PCNN.
J. Comput., 2012

Physical modeling with orthotropic material based on harmonic fields.
Comput. Methods Programs Biomed., 2012

2011
A Multi-layer Model for Face Aging Simulation.
Trans. Edutainment, 2011

Practical craniofacial surgery simulator based on GPU accelerated lattice shape matching.
Comput. Animat. Virtual Worlds, 2011

Optimal Approach for Texture Analysis and Classification based on Wavelet Transform and Neural Network.
J. Inf. Hiding Multim. Signal Process., 2011

Feature Selection via Sparse Approximation for Face Recognition
CoRR, 2011

Feature selection via simultaneous sparse approximation for person specific face verification.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Multi-task GLOH feature selection for human age estimation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Exploring regularized feature selection for person specific face verification.
Proceedings of the IEEE International Conference on Computer Vision, 2011

A method of ontology evaluation based on coverage, cohesion and coupling.
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

2010
Enhanced Hexagonal-Based Search Using Direction-Oriented Inner Search for Motion Estimation.
IEEE Trans. Circuits Syst. Video Technol., 2010

A Novel Non-Expansion Visual Secret Sharing Scheme For Binary Image.
J. Digit. Content Technol. its Appl., 2010

An algorithm for diagnosis of the three kinds of constitutional jaundice.
Int. Arab J. Inf. Technol., 2010

Reconstruction of intersecting curved solids from 2D orthographic views.
Comput. Aided Des., 2010

Secure and Efficient Data Aggregation for Wireless Sensor Networks.
Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010

2009
Selective color transfer with multi-source images.
Pattern Recognit. Lett., 2009

Automatic reconstruction of 3D human motion pose from uncalibrated monocular video sequences based on markerless human motion tracking.
Pattern Recognit., 2009

Curvature normal vector driven interpolatory subdivision.
Proceedings of the IEEE International Conference on Shape Modeling and Applications, 2009

Advanced Color Images Enhancement Using Wavelet and K-means Clustering.
Proceedings of the Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2009), 2009

Region-Based Segmentation versus Edge Detection.
Proceedings of the Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2009), 2009

Optimal feature selection algorithm based on quantum-inspired clone genetic strategy in text categorization.
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, 2009

2008
A note on the paper "Normal based subdivision scheme for curve design" by Xunnian Yang.
Comput. Aided Geom. Des., 2008

A Ontology-Based Multimedia Resource Sharing Framework in Multimedia Science Paper Generation.
Proceedings of the International Workshop on Knowledge Discovery and Data Mining, 2008

A Reusable Component-Based Library for GUI Regression Testing.
Proceedings of the International Workshop on Knowledge Discovery and Data Mining, 2008

Shape-Based Trademark Retrieval Using Cosine Distance Method.
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008

Research on Translucent Mechanism-Based Infeasible Path.
Proceedings of the 9th International Conference for Young Computer Scientists, 2008

Sliding Mode Controller Design for an Aircraft Pitch Rate Track System.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008

Multi-source color transfer for natural images.
Proceedings of the International Conference on Image Processing, 2008

Analysis and Classification of Remote Sensing, by Using Wavelet Transform and Neural Network.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

2007
A New Algorithm for Trademark Image Retrieval Based on Sub-block of Polar Coordinates.
Proceedings of the Entertainment Computing, 2007

2005
Bi-Objective Model for Test-Suite Reduction Based on Modified Condition/Decision Coverage.
Proceedings of the 11th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2005), 2005

Facial Features Location by Analytic Boosted Cascade Detector.
Proceedings of the Computational Intelligence and Security, International Conference, 2005


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