Qing Liu

Orcid: 0000-0002-5797-8179

Affiliations:
  • Central South University, School of Information Science and Engineering, Changsha, China (PhD 2017)


According to our database1, Qing Liu authored at least 40 papers between 2012 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
Many birds, one stone: Medical image segmentation with multiple partially labeled datasets.
Pattern Recognit., 2024

HRDecoder: High-Resolution Decoder Network for Fundus Image Lesion Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

PaCaS-WAA: Patch-Based Contrastive Semi-Supervised Learning with Wavelet Guidance and Adaptive Augmentation for Tumour Segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2024

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

Exploring Contextual Relationships for Cervical Abnormal Cell Detection.
IEEE J. Biomed. Health Informatics, August, 2023

Automated lesion segmentation in fundus images with many-to-many reassembly of features.
Pattern Recognit., April, 2023

Crowd Counting with Sparse Annotation.
CoRR, 2023

Adaptive Cluster Assignment for Unsupervised Semantic Segmentation.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Confidence-Aware Contrastive Learning for Semantic Segmentation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Exploring Effective Knowledge Distillation for Tiny Object Detection.
Proceedings of the IEEE International Conference on Image Processing, 2023

A Novel Transformer-Based Pipeline for Lung Cytopathological Whole Slide Image Classification.
Proceedings of the IEEE International Conference on Acoustics, 2023

CCBox: Improving Box-supervised Nuclei Segmentation with Consistency Constraint.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Dual-Branch Network With Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation in Color Fundus Images.
IEEE J. Biomed. Health Informatics, 2022

MEJIGCLU: More Effective Jigsaw Clustering For Unsupervised Visual Representation Learning.
Proceedings of the IEEE International Conference on Acoustics, 2022

Learning Deep Pathological Features for WSI-Level Cervical Cancer Grading.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Comparison detector for cervical cell/clumps detection in the limited data scenario.
Neurocomputing, 2021

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

M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus Images.
CoRR, 2021

Global context-aware cervical cell detection with soft scale anchor matching.
Comput. Methods Programs Biomed., 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

Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021

2020
Dual-Branch Network with Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation from Colour Fundus Images.
CoRR, 2020

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

Disentangled Representation Learning Based Multidomain Stain Normalization For Histological Images.
Proceedings of the IEEE International Conference on Image Processing, 2020

A Bidirectional Context Propagation Network for Urine Sediment Particle Detection in Microscopic Images.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

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

2019
Combination of Enhanced Depth Imaging Optical Coherence Tomography and Fundus Images for Glaucoma Screening.
J. Medical Syst., 2019

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

Dual-attention Focused Module for Weakly Supervised Object Localization.
CoRR, 2019

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

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

Advancing the State of the Art in Open Domain Dialog Systems through the Alexa Prize.
CoRR, 2018

Conversational AI: The Science Behind the Alexa Prize.
CoRR, 2018

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

Semi-automatic segmentation of femur based on harmonic barrier.
Comput. Methods Programs Biomed., 2017

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

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

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

2012
Iteration method for predicting essential proteins based on orthology and protein-protein interaction networks.
BMC Syst. Biol., 2012


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