Qing Liu

Work

University of Oulu
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Academy Research Fellow

Finland

→

Central South University
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Associate Professor

China

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Central South University
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Lecturer

China

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Central South University
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Postdoc

China

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Education

Central South University
China

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PhD of Computer Application Technology

Central South University
China

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Bachelor Degree of Computer Science

Publications

A Multi-modality Driven Promptable Transformer for Automated Parapneumonic Effusion Staging

Published by

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

conference-paper

A Scanning Laser Ophthalmoscopy Image Database and Trustworthy Retinal Disease Detection Method

Published by

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

conference-paper

A Scanning Laser Ophthalmoscopy Image Database and Trustworthy Retinal Disease Detection Method

Published by

Lecture Notes in Computer Science

Summary

book-chapter

Adaptive Cluster Assignment for Unsupervised Semantic Segmentation

Published by

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

conference-paper

HRDecoder: High-Resolution Decoder Network for Fundus Image Lesion Segmentation

Published by

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

conference-paper

HRDecoder: High-Resolution Decoder Network for Fundus Image Lesion Segmentation

Published by

Lecture Notes in Computer Science

Summary

book-chapter

Many birds, one stone: Medical image segmentation with multiple partially labeled datasets

Published by

Pattern Recognition

Summary

journal-article

Many birds, one stone: Medical image segmentation with multiple partially labeled datasets

Published by

Pattern Recognition

Summary

journal-article

A Novel Transformer-Based Pipeline for Lung Cytopathological Whole Slide Image Classification

Published by

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Summary

conference-paper

A deep retinal image quality assessment network with salient structure priors

Published by

Multimedia Tools and Applications

Summary

journal-article

A deep retinal image quality assessment network with salient structure priors

Published by

Multimedia Tools and Applications

Summary

journal-article

Automated lesion segmentation in fundus images with many-to-many reassembly of features

Published by

Pattern Recognition

Summary

journal-article

CCBox: Improving Box-supervised Nuclei Segmentation with Consistency Constraint

Published by

Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023

Summary

conference-paper

Confidence-Aware Contrastive Learning for Semantic Segmentation

Published by

MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia

Summary

conference-paper

Confidence-Aware Contrastive Learning for Semantic Segmentation

Summary

conference-paper

Crowd Counting with Sparse Annotation

Published by

arXiv

Summary

other

Exploring Contextual Relationships for Cervical Abnormal Cell Detection

Published by

IEEE Journal of Biomedical and Health Informatics

Summary

journal-article

Exploring Contextual Relationships for Cervical Abnormal Cell Detection

Published by

IEEE Journal of Biomedical and Health Informatics

Summary

journal-article

Exploring Effective Knowledge Distillation for Tiny Object Detection

Published by

Proceedings - International Conference on Image Processing, ICIP

Summary

conference-paper

A dark and bright channel prior guided deep network for retinal image quality assessment

Published by

Biocybernetics and Biomedical Engineering

Summary

journal-article

Dual-Branch Network with Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation in Color Fundus Images

Published by

IEEE Journal of Biomedical and Health Informatics

Summary

journal-article

Dual-Branch Network With Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation in Color Fundus Images

Published by

IEEE Journal of Biomedical and Health Informatics

Summary

journal-article

Exploring Contextual Relationships for Cervical Abnormal Cell Detection

Published by

arXiv

Summary

other

LEARNING DEEP PATHOLOGICAL FEATURES FOR WSI-LEVEL CERVICAL CANCER GRADING

Published by

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Summary

conference-paper

MEJIGCLU: MORE EFFECTIVE JIGSAW CLUSTERING FOR UNSUPERVISED VISUAL REPRESENTATION LEARNING

Published by

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Summary

conference-paper

RETHINKING COMPUTER-AIDED PELVIS SEGMENTATION

Published by

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Summary

conference-paper

Global context-aware cervical cell detection with soft scale anchor matching

Published by

Computer Methods and Programs in Biomedicine

Summary

journal-article

Global context-aware cervical cell detection with soft scale anchor matching

Published by

Computer Methods and Programs in Biomedicine

Summary

journal-article

Comparison detector for cervical cell/clumps detection in the limited data scenario

Published by

Neurocomputing

Summary

journal-article

Comparison detector for cervical cell/clumps detection in the limited data scenario

Published by

Neurocomputing

Summary

journal-article

Autofocus of whole slide imaging based on convolution and recurrent neural networks

Published by

Ultramicroscopy

Summary

journal-article

Autofocus of whole slide imaging based on convolution and recurrent neural networks

Published by

Ultramicroscopy

Summary

journal-article

A Dark and Bright Channel Prior Guided Deep Network for Retinal Image Quality Assessment

Published by

Pattern Recognition and Computer Vision

Summary

book-chapter

A Dark and Bright Channel Prior Guided Deep Network for Retinal Image Quality Assessment

Published by

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

conference-paper

A Method of Retinal Neovascularization Detection on Retinal Image Based on Improved U-net,一种基于改进U形网络的眼底图像视网膜新生血管检测方法

Published by

Hunan Daxue Xuebao/Journal of Hunan University Natural Sciences

Summary

journal-article

A deep attention network via high-resolution representation for liver and liver tumor segmentation

Published by

Biocybernetics and Biomedical Engineering

Summary

journal-article

Ground truth free retinal vessel segmentation by learning from simple pixels

Published by

IET Image Processing

Summary

journal-article

M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus Images

Published by

arXiv

Summary

other

Multi-branch Multi-task 3D-CNN for Alzheimer’s Disease Detection

Published by

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

conference-paper

Automatic microaneurysm detection in fundus image based on local cross-section transformation and multi-feature fusion

Published by

Computer Methods and Programs in Biomedicine

Summary

journal-article

Automatic microaneurysm detection in fundus image based on local cross-section transformation and multi-feature fusion

Published by

Computer Methods and Programs in Biomedicine

Summary

journal-article

A Bidirectional Context Propagation Network for Urine Sediment Particle Detection in Microscopic Images

Published by

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Summary

conference-paper

A Bidirectional Context Propagation Network for Urine Sediment Particle Detection in Microscopic Images

Published by

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Summary

conference-paper

A Deep Gradient Boosting Network for Optic Disc and Cup Segmentation

Published by

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Summary

conference-paper

A Deep Gradient Boosting Network for Optic Disc and Cup Segmentation

Published by

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Summary

conference-paper

Disentangled Representation Learning Based Multidomain Stain Normalization for Histological Images

Published by

Proceedings - International Conference on Image Processing, ICIP

Summary

conference-paper

Dual-branch network with dual-sampling modulated dice loss for hard exudate segmentation from colour fundus images

Published by

arXiv

Summary

other

Retinal vessel segmentation using dense U-net with multiscale inputs

Published by

Journal of Medical Imaging

Summary

journal-article

Retinal vessel segmentation using dense U-net with multiscale inputs

Published by

Journal of Medical Imaging

Summary

journal-article

A spatial-aware joint optic disc and cup segmentation method

Published by

Neurocomputing

Summary

journal-article

A spatial-aware joint optic disc and cup segmentation method

Published by

Neurocomputing

Summary

journal-article

Saliency‐Based Segmentation of Optic Disc in Retinal Images

Published by

Chinese Journal of Electronics

Summary

journal-article

Saliency-based segmentation of optic disc in retinal images

Published by

Chinese Journal of Electronics

Summary

journal-article

Combination of Enhanced Depth Imaging Optical Coherence Tomography and Fundus Images for Glaucoma Screening

Published by

Journal of Medical Systems

Summary

journal-article

DDNet: Cartesian-polar dual-domain network for the joint optic disc and cup segmentation

Published by

arXiv

Summary

other

Dual-attention focused module for weakly supervised object localization

Published by

arXiv

Summary

other

Improved multi‐scale line detection method for retinal blood vessel segmentation

Published by

IET Image Processing

Summary

journal-article

Improved multi-scale line detection method for retinal blood vessel segmentation

Published by

IET Image Processing

Summary

journal-article

A location-to-segmentation strategy for automatic exudate segmentation in colour retinal fundus images

Published by

Computerized Medical Imaging and Graphics

Summary

journal-article

A location-to-segmentation strategy for automatic exudate segmentation in colour retinal fundus images

Published by

Computerized Medical Imaging and Graphics

Summary

journal-article

Hierarchical Contour Closure-Based Holistic Salient Object Detection

Published by

IEEE Transactions on Image Processing

Summary

journal-article

Hierarchical Contour Closure-Based Holistic Salient Object Detection

Published by

IEEE Transactions on Image Processing

Summary

journal-article

Semi-automatic segmentation of femur based on harmonic barrier

Published by

Computer Methods and Programs in Biomedicine

Summary

journal-article

Surroundedness based multiscale saliency detection

Published by

Journal of Visual Communication and Image Representation

Summary

journal-article

Saliency detection using boundary information

Published by

Multimedia Systems

Summary

journal-article