Yixiong Liang

Orcid: 0000-0003-0407-5838

According to our database1, Yixiong Liang authored at least 55 papers between 2005 and 2024.

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

Timeline

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Bibliography

2024
SemNav-HRO: A target-driven semantic navigation strategy with human-robot-object ternary fusion.
Eng. Appl. Artif. Intell., January, 2024

Unsupervised Collaborative Metric Learning with Mixed-Scale Groups for General Object Retrieval.
CoRR, 2024

2023
STExplorer: A Hierarchical Autonomous Exploration Strategy with Spatio-temporal Awareness for Aerial Robots.
ACM Trans. Intell. Syst. Technol., December, 2023

Modeling global distribution for federated learning with label distribution skew.
Pattern Recognit., November, 2023

BEA-Net: Body and Edge Aware Network With Multi-Scale Short-Term Concatenation for Medical Image Segmentation.
IEEE J. Biomed. Health Informatics, October, 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

Weakly Supervised Deep Nuclei Segmentation With Sparsely Annotated Bounding Boxes for DNA Image Cytometry.
IEEE ACM Trans. Comput. Biol. Bioinform., 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

Information-Driven Fast Marching Autonomous Exploration With Aerial Robots.
IEEE Robotics Autom. Lett., 2022

Coded Residual Transform for Generalizable Deep Metric Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 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

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

BEA-SegNet: Body and Edge Aware Network for Medical Image Segmentation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Dual-Branch Network with Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation from Colour Fundus Images.
CoRR, 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
Efficient misalignment-robust multi-focus microscopical images fusion.
Signal Process., 2019

Combining static and dynamic features for real-time moving pedestrian detection.
Multim. Tools Appl., 2019

Scale-invariant structure saliency selection for fast image fusion.
Neurocomputing, 2019

A Novel Automation-Assisted Cervical Cancer Reading Method Based on Convolutional Neural Network.
CoRR, 2019

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

2018
Exploring linear projections for revealing clusters, outliers, and trends in subsets of multi-dimensional datasets.
J. Vis. Lang. Comput., 2018

An End-to-End System for Automatic Urinary Particle Recognition with Convolutional Neural Network.
J. Medical Syst., 2018

A Novel Diabetic Retinopathy Classification Scheme based on Compact Bilinear Pooling CNN and Gradient Boosted Decision Tree.
J. Inf. Hiding Multim. Signal Process., 2018

Comparison Detector: A novel object detection method for small dataset.
CoRR, 2018

CNN-Based Automatic Urinary Particles Recognition.
CoRR, 2018

Automatic liver vessel segmentation using 3D region growing and hybrid active contour model.
Comput. Biol. Medicine, 2018

Deep Convolutional Neural Networks for Diabetic Retinopathy Classification.
Proceedings of the 2nd International Conference on Advances in Image Processing, 2018

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

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

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

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

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

Learning Local Binary Patterns with Enhanced Boosting for Face Recognition.
Proceedings of the Seventh International Conference on Computational Intelligence and Security, 2011

2008
Null space discriminant locality preserving projections for face recognition.
Neurocomputing, 2008

2007
Uncorrelated linear discriminant analysis based on weighted pairwise Fisher criterion.
Pattern Recognit., 2007

2005
Generalizing relevance weighted LDA.
Pattern Recognit., 2005

Gabor Features-Based Classification Using SVM for Face Recognition.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Face Recognition Using Uncorrelated, Weighted Linear Discriminant Analysis.
Proceedings of the Pattern Recognition and Image Analysis, 2005

Face Recognition Using Heteroscedastic Weighted Kernel Discriminant Analysis.
Proceedings of the Pattern Recognition and Image Analysis, 2005

Feature Selection Based on KPCA, SVM and GSFS for Face Recognition.
Proceedings of the Pattern Recognition and Image Analysis, 2005


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