Yixiong Liang

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 49

Top Topics

Medical Image Segmentation

Convolutional Neural Network

Vessel Segmentation

Top Venues

IEEE J. Biomed. Health Informatics

Pattern Recognit.

Publications

Jialong Huang, Gaojie Li, Shichao Kan, Jianfeng Liu, Yixiong Liang
An efficient framework based on large foundation model for cervical cytopathology whole slide image screening. CoRR (2024)
Bolei Chen, Siyi Lu, Ping Zhong, Yongzheng Cui, Yixiong Liang, Jianxin Wang
SemNav-HRO: A target-driven semantic navigation strategy with human-robot-object ternary fusion. Eng. Appl. Artif. Intell. 127 (Part B) (2024)
Shichao Kan, Yuhai Deng, Yixiong Liang, Lihui Cen, Zhe Qu, Yigang Cen, Zhihai He
Unsupervised Collaborative Metric Learning with Mixed-Scale Groups for General Object Retrieval. CoRR (2024)
Qing Liu, Hailong Zeng, Zhaodong Sun, Xiaobai Li, Guoying Zhao, Yixiong Liang
Many birds, one stone: Medical image segmentation with multiple partially labeled datasets. Pattern Recognit. 155 (2024)
Bolei Chen, Jiaxu Kang, Ping Zhong, Yongzheng Cui, Siyi Lu, Yixiong Liang, Jianxin Wang
Think Holistically, Act Down-to-Earth: A Semantic Navigation Strategy With Continuous Environmental Representation and Multi-Step Forward Planning. IEEE Trans. Circuits Syst. Video Technol. 34 (5) (2024)
Tao Sheng, Chengchao Shen, Yuan Liu, Yeyu Ou, Zhe Qu, Yixiong Liang, Jianxin Wang
Modeling global distribution for federated learning with label distribution skew. Pattern Recognit. 143 (2023)
Gaojie Li, Qing Liu, Haotian Liu, Yixiong Liang
A Novel Transformer-Based Pipeline for Lung Cytopathological Whole Slide Image Classification. ICASSP (2023)
Lele Lv, Qing Liu, Shichao Kan, Yixiong Liang
Confidence-Aware Contrastive Learning for Semantic Segmentation. ACM Multimedia (2023)
Shengqi Li, Qing Liu, Chaojun Zhang, Yixiong Liang
Adaptive Cluster Assignment for Unsupervised Semantic Segmentation. PRCV (4) (2023)
Yixiong Liang, Zhihua Yin, Haotian Liu, Hailong Zeng, Jianxin Wang, Jianfeng Liu, Nanying Che
Weakly Supervised Deep Nuclei Segmentation With Sparsely Annotated Bounding Boxes for DNA Image Cytometry. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (1) (2023)
Haotian Liu, Qing Liu, Yang Liu, Yixiong Liang, Guoying Zhao
Exploring Effective Knowledge Distillation for Tiny Object Detection. ICIP (2023)
Chaojun Zhang, Yixiong Liang, Qing Liu
CCBox: Improving Box-supervised Nuclei Segmentation with Consistency Constraint. BIBM (2023)
Qing Liu, Haotian Liu, Wei Ke, Yixiong Liang
Automated lesion segmentation in fundus images with many-to-many reassembly of features. Pattern Recognit. 136 (2023)
Hulin Kuang, Yahui Wang, Yixiong Liang, Jin Liu, Jianxin Wang
BEA-Net: Body and Edge Aware Network With Multi-Scale Short-Term Concatenation for Medical Image Segmentation. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Yixiong Liang, Shuo Feng, Qing Liu, Hulin Kuang, Jianfeng Liu, Liyan Liao, Yun Du, Jianxin Wang
Exploring Contextual Relationships for Cervical Abnormal Cell Detection. IEEE J. Biomed. Health Informatics 27 (8) (2023)
Bolei Chen, Yongzheng Cui, Ping Zhong, Wang Yang, Yixiong Liang, Jianxin Wang
STExplorer: A Hierarchical Autonomous Exploration Strategy with Spatio-temporal Awareness for Aerial Robots. ACM Trans. Intell. Syst. Technol. 14 (6) (2023)
Ruixiang Geng, Qing Liu, Shuo Feng, Yixiong Liang
Learning Deep Pathological Features for WSI-Level Cervical Cancer Grading. ICASSP (2022)
Shichao Kan, Yixiong Liang, Min Li, Yigang Cen, Jianxin Wang, Zhihai He
Coded Residual Transform for Generalizable Deep Metric Learning. NeurIPS (2022)
Yongsheng Zhang, Qing Liu, Yang Zhao, Yixiong Liang
MEJIGCLU: More Effective Jigsaw Clustering For Unsupervised Visual Representation Learning. ICASSP (2022)
Yixiong Liang, Shuo Feng, Qing Liu, Hulin Kuang, Jianfeng Liu, Liyan Liao, Yun Du, Jianxin Wang
Exploring Contextual Relationships for Cervical Abnormal Cell Detection. CoRR (2022)
Shichao Kan, Yixiong Liang, Min Li, Yigang Cen, Jianxin Wang, Zhihai He
Coded Residual Transform for Generalizable Deep Metric Learning. CoRR (2022)
Qing Liu, Haotian Liu, Yang Zhao, Yixiong Liang
Dual-Branch Network With Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation in Color Fundus Images. IEEE J. Biomed. Health Informatics 26 (3) (2022)
Ping Zhong, Bolei Chen, Siyi Lu, Xiaoxi Meng, Yixiong Liang
Information-Driven Fast Marching Autonomous Exploration With Aerial Robots. IEEE Robotics Autom. Lett. 7 (2) (2022)
Yixiong Liang, Changli Pan, Wanxin Sun, Qing Liu, Yun Du
Global context-aware cervical cell detection with soft scale anchor matching. Comput. Methods Programs Biomed. 204 (2021)
Hulin Kuang, Yixiong Liang, Ning Liu, Jin Liu, Jianxin Wang
BEA-SegNet: Body and Edge Aware Network for Medical Image Segmentation. BIBM (2021)
Qing Liu, Haotian Liu, Yixiong Liang
M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus Images. CoRR (2021)
Yixiong Liang, Zhihong Tang, Meng Yan, Jialin Chen, Qing Liu, Yao Xiang
Comparison detector for cervical cell/clumps detection in the limited data scenario. Neurocomputing 437 (2021)
Qing Liu, Haotian Liu, Yixiong Liang
Dual-Branch Network with Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation from Colour Fundus Images. CoRR (2020)
Qing Liu, Beiji Zou, Yang Zhao, Yixiong Liang
A Deep Gradient Boosting Network for Optic Disc and Cup Segmentation. ICASSP (2020)
Meng Yan, Qing Liu, Zhihua Yin, Du Wang, Yixiong Liang
A Bidirectional Context Propagation Network for Urine Sediment Particle Detection in Microscopic Images. ICASSP (2020)
Yao Xiang, Jialin Chen, Qing Liu, Yixiong Liang
Disentangled Representation Learning Based Multidomain Stain Normalization For Histological Images. ICIP (2020)
Yingjun Jiang, Jianxin Wang, Yixiong Liang, Jiazhi Xia
Combining static and dynamic features for real-time moving pedestrian detection. Multim. Tools Appl. 78 (3) (2019)
Qing Liu, Beiji Zou, Yang Zhao, Yixiong Liang
A Deep Gradient Boosting Network for Optic Disc and Cup Segmentation. CoRR (2019)
Yukun Zhou, Zailiang Chen, Hailan Shen, Qing Liu, Rongchang Zhao, Yixiong Liang
Dual-attention Focused Module for Weakly Supervised Object Localization. CoRR (2019)
Yixiong Liang, Yuan Mao, Jiazhi Xia, Yao Xiang, Jianfeng Liu
Scale-invariant structure saliency selection for fast image fusion. Neurocomputing 356 (2019)
Yao Xiang, Wanxin Sun, Changli Pan, Meng Yan, Zhihua Yin, Yixiong Liang
A Novel Automation-Assisted Cervical Cancer Reading Method Based on Convolutional Neural Network. CoRR (2019)
Yixiong Liang, Yuan Mao, Zhihong Tang, Meng Yan, Yu-qian Zhao, Jianfeng Liu
Efficient misalignment-robust multi-focus microscopical images fusion. Signal Process. 161 (2019)
Yixiong Liang, Rui Kang, Chunyan Lian, Yuan Mao
An End-to-End System for Automatic Urinary Particle Recognition with Convolutional Neural Network. J. Medical Syst. 42 (9) (2018)
Chunyan Lian, Yixiong Liang, Rui Kang, Yuan Mao, Yao Xiang, Ling Gao
A Novel Diabetic Retinopathy Classification Scheme based on Compact Bilinear Pooling CNN and Gradient Boosted Decision Tree. J. Inf. Hiding Multim. Signal Process. 9 (4) (2018)
Jiazhi Xia, Le Gao, Kezhi Kong, Ying Zhao, Yi Chen, Xiaoyan Kui, Yixiong Liang
Exploring linear projections for revealing clusters, outliers, and trends in subsets of multi-dimensional datasets. J. Vis. Lang. Comput. 48 (2018)
Yixiong Liang, Yuan Mao, Zhihong Tang, Meng Yan, Yu-qian Zhao, Jianfeng Liu
Efficient Misalignment-Robust Multi-Focus Microscopical Images Fusion. CoRR (2018)
Ye-zhan Zeng, Shenghui Liao, Ping Tang, Yu-qian Zhao, Miao Liao, Yan Chen, Yixiong Liang
Automatic liver vessel segmentation using 3D region growing and hybrid active contour model. Comput. Biol. Medicine 97 (2018)
Rui Kang, Yixiong Liang, Chunyan Lian, Yuan Mao
CNN-Based Automatic Urinary Particles Recognition. CoRR (2018)
Chunyan Lian, Yixiong Liang, Rui Kang, Yao Xiang
Deep Convolutional Neural Networks for Diabetic Retinopathy Classification. ICAIP (2018)
Yixiong Liang, Yuan Mao, Jiazhi Xia, Yao Xiang, Jianfeng Liu
Scale-Invariant Structure Saliency Selection for Fast Image Fusion. CoRR (2018)
Zhihong Tang, Yixiong Liang, Meng Yan, Jialin Chen, Jianfeng Liu
Comparison Detector: A novel object detection method for small dataset. CoRR (2018)
Ye-zhan Zeng, Yu-qian Zhao, Ping Tang, Miao Liao, Yixiong Liang, Shenghui Liao, Beiji Zou
Liver vessel segmentation and identification based on oriented flux symmetry and graph cuts. Comput. Methods Programs Biomed. 150 (2017)
Fan Guo, Xin Zhao, Beiji Zou, Yixiong Liang
Automatic Retinal Image Registration Using Blood Vessel Segmentation and SIFT Feature. Int. J. Pattern Recognit. Artif. Intell. 31 (11) (2017)
Chengzhang Zhu, Beiji Zou, Rongchang Zhao, Jinkai Cui, Xuanchu Duan, Zailiang Chen, Yixiong Liang
Retinal vessel segmentation in colour fundus images using Extreme Learning Machine. Comput. Medical Imaging Graph. 55 (2017)
Yixiong Liang, Shenghui Liao, Lei Wang, Beiji Zou
Exploring regularized feature selection for person specific face verification. ICCV (2011)
Shenghui Liao, Yixiong Liang, Ling-Zhi Li, Beiji Zou, Xing-Hao Zhu, Wei Ai
Practical craniofacial surgery simulator based on GPU accelerated lattice shape matching. Comput. Animat. Virtual Worlds 22 (2-3) (2011)
Yixiong Liang, Lingbo Liu, Ying Xu, Yao Xiang, Beiji Zou
Multi-task GLOH feature selection for human age estimation CoRR (2011)
Yixiong Liang, Lei Wang, Yao Xiang, Beiji Zou
Feature Selection via Sparse Approximation for Face Recognition CoRR (2011)
Yixiong Liang, Ying Xu, Lingbo Liu, Shenghui Liao, Beiji Zou
A Multi-layer Model for Face Aging Simulation. Trans. Edutainment 6 (2011)
Yixiong Liang, Lei Wang, Shenghui Liao, Beiji Zou
Feature selection via simultaneous sparse approximation for person specific face verification. ICIP (2011)
Yixiong Liang, Lei Wang, Shenghui Liao, Beiji Zou
Feature selection via simultaneous sparse approximation for person specific face verification CoRR (2011)
Yixiong Liang, Lingbo Liu, Ying Xu, Yao Xiang, Beiji Zou
Multi-task GLOH feature selection for human age estimation. ICIP (2011)
Fanyi Xiao, Yixiong Liang, Xiaohui Qu
Learning Local Binary Patterns with Enhanced Boosting for Face Recognition. CIS (2011)
Liping Yang, Weiguo Gong, Xiaohua Gu, Weihong Li, Yixiong Liang
Null space discriminant locality preserving projections for face recognition. Neurocomputing 71 (16-18) (2008)
Yixiong Liang, Chengrong Li, Weiguo Gong, Yingjun Pan
Uncorrelated linear discriminant analysis based on weighted pairwise Fisher criterion. Pattern Recognit. 40 (12) (2007)
Weihong Li, Weiguo Gong, Yixiong Liang, Weimin Chen
Feature Selection Based on KPCA, SVM and GSFS for Face Recognition. ICAPR (2) (2005)
Yixiong Liang, Weiguo Gong, Weihong Li, Yingjun Pan
Face Recognition Using Heteroscedastic Weighted Kernel Discriminant Analysis. ICAPR (2) (2005)
Yixiong Liang, Weiguo Gong, Yingjun Pan, Weihong Li
Face Recognition Using Uncorrelated, Weighted Linear Discriminant Analysis. ICAPR (2) (2005)
Yixiong Liang, Weiguo Gong, Yingjun Pan, Weihong Li, Zhenjiang Hu
Gabor Features-Based Classification Using SVM for Face Recognition. ISNN (2) (2005)
Yixiong Liang, Weiguo Gong, Yingjun Pan, Weihong Li
Generalizing relevance weighted LDA. Pattern Recognit. 38 (11) (2005)