Huiqi Li

Orcid: 0000-0002-8720-3374

According to our database1, Huiqi Li authored at least 120 papers between 2001 and 2024.

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

Timeline

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Bibliography

2024
Automatic diagnosis of myopic maculopathy using continuous severity ranking labels.
Clust. Comput., December, 2024

An Editorial for the Special Issue "Processing and Application of Weather Radar Data".
Remote. Sens., June, 2024

Encoder-Decoder Contrast for Unsupervised Anomaly Detection in Medical Images.
IEEE Trans. Medical Imaging, March, 2024

Adaptive enhancement of cataractous retinal images for contrast standardization.
Medical Biol. Eng. Comput., February, 2024

Anomaly Detection for Medical Images Using Heterogeneous Auto-Encoder.
IEEE Trans. Image Process., 2024

Image Segmentation With Adaptive Edge-Region Collaborated Level-Set Method.
IEEE Signal Process. Lett., 2024

ViLReF: A Chinese Vision-Language Retinal Foundation Model.
CoRR, 2024

Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection.
CoRR, 2024

Absolute-Unified Multi-Class Anomaly Detection via Class-Agnostic Distribution Alignment.
CoRR, 2024

PatchCL-AE: Anomaly detection for medical images using patch-wise contrastive learning-based auto-encoder.
Comput. Medical Imaging Graph., 2024

A spatiotemporal convolution recurrent neural network for pixel-level peripapillary atrophy prediction using sequential fundus images.
Appl. Soft Comput., 2024

RET-CLIP: A Retinal Image Foundation Model Pre-trained with Clinical Diagnostic Reports.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023
GAMMA challenge: Glaucoma grAding from Multi-Modality imAges.
Medical Image Anal., December, 2023

Semi-supervised peripapillary atrophy segmentation with shape constraint.
Comput. Biol. Medicine, November, 2023

A fundus image classification framework for learning with noisy labels.
Comput. Medical Imaging Graph., September, 2023

Spatial Variability of Raindrop Size Distribution at Beijing City Scale and Its Implications for Polarimetric Radar QPE.
Remote. Sens., August, 2023

PKRT-Net: Prior knowledge-based relation transformer network for optic cup and disc segmentation.
Neurocomputing, June, 2023

A deep network using coarse clinical prior for myopic maculopathy grading.
Comput. Biol. Medicine, March, 2023

Retinal image enhancement with artifact reduction and structure retention.
Pattern Recognit., 2023

Efficient automatic segmentation for multi-level pulmonary arteries: The PARSE challenge.
CoRR, 2023

ReContrast: Domain-Specific Anomaly Detection via Contrastive Reconstruction.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Semi-Supervised Learning with Out-of-Distribution Unlabeled Samples for Retinal Image Classification.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022
Multiscale Perspectives on an Extreme Warm-Sector Rainfall Event over Coastal South China.
Remote. Sens., 2022

GAMMA Challenge: Glaucoma grAding from Multi-Modality imAges.
CoRR, 2022

CFA-Net: Cross-Level Feature Fusion and Aggregation Network for Salient Object Detection.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

AANet: Artery-Aware Network for Pulmonary Embolism Detection in CTPA Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

AMD Classification Based on Adversarial Domain Adaptation with Center Loss.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

MSRT: Multi-Scale Spatial Regularization Transformer For Multi-Label Classification in Calcaneus Radiograph.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Peripapillary Atrophy Segmentation Based on ASM Loss.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021
Deep Representation-Based Domain Adaptation for Nonstationary EEG Classification.
IEEE Trans. Neural Networks Learn. Syst., 2021

Anomaly Detection for Medical Images Using Self-Supervised and Translation-Consistent Features.
IEEE Trans. Medical Imaging, 2021

Convolutional Neural Networks-Based Lung Nodule Classification: A Surrogate-Assisted Evolutionary Algorithm for Hyperparameter Optimization.
IEEE Trans. Evol. Comput., 2021

One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

A hierarchical deep learning approach with transparency and interpretability based on small samples for glaucoma diagnosis.
npj Digit. Medicine, 2021

Automatic analysis system of calcaneus radiograph: Rotation-invariant landmark detection for calcaneal angle measurement, fracture identification and fracture region segmentation.
Comput. Methods Programs Biomed., 2021

Data and knowledge driven approach for burden surface optimization in blast furnace.
Comput. Electr. Eng., 2021

Detail-richest-channel based enhancement for retinal image and beyond.
Biomed. Signal Process. Control., 2021

Peripapillary Atrophy Segmentation with Boundary Guidance.
Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021

2020
Matrix Function Optimization Problems Under Orthonormal Constraint.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Automatic Cataract Classification Using Deep Neural Network With Discrete State Transition.
IEEE Trans. Medical Imaging, 2020

Retinal image enhancement using low-pass filtering and α-rooting.
Signal Process., 2020

Improving retinal vessel segmentation with joint local loss by matting.
Pattern Recognit., 2020

An automatic evaluation method for retinal image registration based on similar vessel structure matching.
Medical Biol. Eng. Comput., 2020

Enhancement of blurry retinal image based on non-uniform contrast stretching and intensity transfer.
Medical Biol. Eng. Comput., 2020

Hierarchical method for cataract grading based on retinal images using improved Haar wavelet.
Inf. Fusion, 2020

Retinal vascular junction detection and classification via deep neural networks.
Comput. Methods Programs Biomed., 2020

Automatic detection of parapapillary atrophy and its association with children myopia.
Comput. Methods Programs Biomed., 2020

An Improved Loss-Separation Method for Transformer Core Loss Calculation and Its Experimental Verification.
IEEE Access, 2020

Burden Surface Decision Using MODE With TOPSIS in Blast Furnace Ironmkaing.
IEEE Access, 2020

Differentiable Neural Architecture Search in Equivalent Space with Exploration Enhancement.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

One-Shot Neural Architecture Search via Novelty Driven Sampling.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Supervised Segmentation of Un-Annotated Retinal Fundus Images by Synthesis.
IEEE Trans. Medical Imaging, 2019

Automatic directional analysis of cell fluorescence images and morphological modeling of microfilaments.
Medical Biol. Eng. Comput., 2019

An Improved Full Convolutional Network Combined with Conditional Random Fields for Brain MR Image Segmentation Algorithm and its 3D Visualization Analysis.
J. Medical Syst., 2019

Effective Separation Method for Single-Channel Time-Frequency Overlapped Signals Based on Improved Empirical Wavelet Transform.
KSII Trans. Internet Inf. Syst., 2019

Calcaneus Radiograph Analysis System: Rotation-Invariant Landmark Detection, Calcaneal Angles Measurement and Fracture Identification.
CoRR, 2019

Efficient Novelty-Driven Neural Architecture Search.
CoRR, 2019

Multi-level CNN for lung nodule classification with Gaussian Process assisted hyperparameter optimization.
CoRR, 2019

Data-Driven Enhancement of Blurry Retinal Images via Generative Adversarial Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

High Dimensional Bayesian Optimization via Supervised Dimension Reduction.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Refinement of Parapapillary Atrophy Segmentation Based on Conditional Random Field.
Proceedings of the 12th International Congress on Image and Signal Processing, 2019

Automatic Calculation of Resolution in Lateral Cephalogram Based on Scale Mark Detection.
Proceedings of the 12th International Congress on Image and Signal Processing, 2019

Segmentaion of Parapapillary Atrophy in Retinal Images using HED.
Proceedings of the 12th International Congress on Image and Signal Processing, 2019

2018
Synthesizing retinal and neuronal images with generative adversarial nets.
Medical Image Anal., 2018

An adaptive multi-objective evolutionary algorithm for constrained workflow scheduling in Clouds.
Distributed Parallel Databases, 2018

A novel contour-based registration of lateral cephalogram and profile photograph.
Comput. Medical Imaging Graph., 2018

A reference direction and entropy based evolutionary algorithm for many-objective optimization.
Appl. Soft Comput., 2018

Bionic Algorithm for Color Fusion of Infrared and Low Light Level Image Based on Rattlesnake Bimodal Cells.
IEEE Access, 2018

NOS.E: A New Fast Response Electronic Nose Health Monitoring System.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Real-time Action Recognition and Fall Detection Based on Smartphone.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Pre-impact Alarm System for Fall Detection Using MEMS Sensors and HMM-based SVM Classifier.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Segment 2D and 3D Filaments by Learning Structured and Contextual Features.
IEEE Trans. Medical Imaging, 2017

Automated segmentation of overlapped nuclei using concave point detection and segment grouping.
Pattern Recognit., 2017

Lens opacity detection for serious posterior subcapsular cataract.
Medical Biol. Eng. Comput., 2017

Synthesizing Filamentary Structured Images with GANs.
CoRR, 2017

An enhancement method for color retinal images based on image formation model.
Comput. Methods Programs Biomed., 2017

A wearable action recognition system based on acceleration and attitude angles using real-time detection algorithm.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

EEG-based emotion classification using innovative features and combined SVM and HMM classifier.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
A Graph-Theoretical Approach for Tracing Filamentary Structures in Neuronal and Retinal Images.
IEEE Trans. Medical Imaging, 2016

An approach to locate optic disc in retinal images with pathological changes.
Comput. Medical Imaging Graph., 2016

Fall risk factors analysis based on sample entropy of plantar kinematic signal during stance phase.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Feature Selection and Predictors of Falls with Foot Force Sensors Using KNN-Based Algorithms.
Sensors, 2015

Retinal vessel profiling based on four piecewise Gaussian model.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

A wearable pre-impact fall early warning and protection system based on MEMS inertial sensor and GPRS communication.
Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015

2014
A retinal vessel boundary tracking method based on Bayesian theory and multi-scale line detection.
Comput. Medical Imaging Graph., 2014

Tracing retinal vessel trees by transductive inference.
BMC Bioinform., 2014

Tracing Retinal Blood Vessels by Matrix-Forest Theorem of Directed Graphs.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Fall Detection with the Optimal Feature Vectors Based on Support Vector Machine.
Proceedings of the Health Information Science - Third International Conference, 2014

2013
Automated Tracing of Retinal Blood Vessels Using Graphical Models.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

2011
A Computer Assisted Method for Nuclear Cataract Grading From Slit-Lamp Images Using Ranking.
IEEE Trans. Medical Imaging, 2011

Computer-aided cataract detection using enhanced texture features on retro-illumination lens images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Automatic detection of cortical and PSC cataracts using texture and intensity analysis on retro-illumination lens images.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
A Computer-Aided Diagnosis System of Nuclear Cataract.
IEEE Trans. Biomed. Eng., 2010

Automatic optic disc segmentation based on image brightness and contrast.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Content-Based Medical Image Retrieval with Metric Learning via Rank Correlation.
Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010

Enhancement of optic cup detection through an improved vessel kink detection framework.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, 2010

Classification of left and right eye retinal images.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, 2010

Automatic classification of pathological myopia in retinal fundus images using PAMELA.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, 2010

2009
A Computer-Aided Diagnosis System of Nuclear Cataract via Ranking.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Photometric correction of retinal images by polynomial interpolation.
Proceedings of the International Conference on Image Processing, 2009

Neuro-Retinal Optic Cup Detection in Glaucoma Diagnosis.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

Computerized Systems for Cataract Grading.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

2008
A self-training semi-supervised SVM algorithm and its application in an EEG-based brain computer interface speller system.
Pattern Recognit. Lett., 2008

CALM: cascading system with leaking detection mechanism for medical image segmentation.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Image based grading of nuclear cataract by SVM regression.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, San Diego, 2008

A polymorphic type system in logic programming.
Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008

Automatic opacity detection in retro-illumination images for cortical cataract diagnosis.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

2007
A Self-Training Semi-Supervised Support Vector Machine Algorithm and its Applications in Brain Computer Interface.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
An Effective BCI Speller Based on Semi-supervised Learning.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Automatic grading of retinal vessel caliber.
IEEE Trans. Biomed. Eng., 2005

Stream Segmentation - A New Approach to Sensor Network Database Systems.
Proceedings of The 2005 International Conference on Information and Knowledge Engineering, 2005

Real-Time Activity Monitoring Using Wireless Wearable Sensors.
Proceedings of the 2005 International Conference on Pervasive Systems and Computing, 2005

2004
Automated feature extraction in color retinal images by a model based approach.
IEEE Trans. Biomed. Eng., 2004

2003
Boundary detection of optic disk by a modified ASM method.
Pattern Recognit., 2003

Automatic detection and boundary estimation of the optic disk in retinal images using a model-based approach.
J. Electronic Imaging, 2003

A piecewise Gaussian model for profiling and differentiating retinal vessels.
Proceedings of the 2003 International Conference on Image Processing, 2003

A Model-Based Approach for Automated Feature Extraction in Fundus Images.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

2001
Automatic location of optic disk in retinal images.
Proceedings of the 2001 International Conference on Image Processing, 2001

Abnormality Detection in Automated Mass Screening System of Diabetic Retinopathy.
Proceedings of the 14th IEEE Symposium on Computer-Based Medical Systems (CBMS 2001), 2001


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