An anchor-free instance segmentation method for cells based on mask contour - Qi Chen; Huihuang Zhang; Qianwei Zhou; Qiu Guan; Haigen Hu (Appl. Intell., 2025)

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection - Zhiqiang Yang; Qiu Guan; Zhongwen Yu; Xinli Xu; Haixia Long; Sheng Lian; Haigen Hu; Ying Tang (CoRR, 2025)

A comprehensive survey on contrastive learning - Haigen Hu; Xiaoyuan Wang; Yan Zhang; Qi Chen; Qiu Guan (Neurocomputing, 2024)

Point-level feature learning based on vision transformer for occluded person re-identification - Hua Gao; Chenchen Hu; Guang Han; Jiafa Mao; Wei Huang; Qiu Guan (Image Vis. Comput., 2024)

Iterative learning for maxillary sinus segmentation based on bounding box annotations - Xinli Xu; Kaidong Wang; Chengze Wang; Ruihao Chen; Fudong Zhu; Haixia Long; Qiu Guan (Multim. Tools Appl., 2024)

HDConv: Heterogeneous kernel-based dilated convolutions - Haigen Hu; Chenghan Yu; Qianwei Zhou; Qiu Guan; Hailin Feng (Neural Networks, 2024)

ORSI Salient Object Detection via Progressive Semantic Flow and Uncertainty-Aware Refinement - Yueqian Quan; Honghui Xu; Renfang Wang; Qiu Guan; Jianwei Zheng (IEEE Trans. Geosci. Remote. Sens., 2024)

Rethinking Domain Generalization from Perspective of Gradient Granularity - Yujie Zhou; Haigen Hu; Qianwei Zhou; Qiu Guan; Mingfeng Jiang (ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024), 2024)

SGT: Self-Guided Transformer for Few-Shot Semantic Segmentation - Kangkang Ai; Haigen Hu; Qianwei Zhou; Qiu Guan (IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2024, Seoul, Republic of Korea, April 14-19, 2024, 2024)

IAFI-FCOS: Intra- and across-layer feature interaction FCOS model for lesion detection of CT images - Qiu Guan; Mengjie Pan; Feng Chen; Zhiqiang Yang; Zhongwen Yu; Qianwei Zhou; Haigen Hu (International Joint Conference on Neural Networks, IJCNN 2024, Yokohama, Japan, June 30 - July 5, 2024, 2024)

Two-Stage Multi-scale Feature Fusion for Small Medical Object Segmentation - Tianhao Wang; Xinli Xu; Cheng Zheng; Haixia Long; Haigen Hu; Qiu Guan; Jianmin Yang (Pattern Recognition and Computer Vision - 7th Chinese Conference, PRCV 2024, Urumqi, China, October 18-20, 2024, Proceedings, Part XIV, 2024)

DeformSegNet: Segmentation Network Fused with Deformation Field for Pancreatic CT Scans - Dezhang Ye; Qiu Guan; Zehan Zhang; Jianmin Yang; Haigen Hu; Yang Chen; Feng Chen (Pattern Recognition and Computer Vision - 7th Chinese Conference, PRCV 2024, Urumqi, China, October 18-20, 2024, Proceedings, Part XIV, 2024)

Multi-branch Auxiliary Fusion YOLO with Re-parameterization Heterogeneous Convolutional for Accurate Object Detection - Zhiqiang Yang; Qiu Guan; Keer Zhao; Jianmin Yang; Xinli Xu; Haixia Long; Ying Tang (Pattern Recognition and Computer Vision - 7th Chinese Conference, PRCV 2024, Urumqi, China, October 18-20, 2024, Proceedings, Part XII, 2024)

DuEDL: Dual-Branch Evidential Deep Learning for Scribble-Supervised Medical Image Segmentation - Yitong Yang; Xinli Xu; Haigen Hu; Haixia Long; Qianwei Zhou; Qiu Guan (CoRR, 2024)

Multi-Branch Auxiliary Fusion YOLO with Re-parameterization Heterogeneous Convolutional for accurate object detection - Zhiqiang Yang; Qiu Guan; Keer Zhao; Jianmin Yang; Xinli Xu; Haixia Long; Ying Tang (CoRR, 2024)

LSM-YOLO: A Compact and Effective ROI Detector for Medical Detection - Zhongwen Yu; Qiu Guan; Jianmin Yang; Zhiqiang Yang; Qianwei Zhou; Yang Chen; Feng Chen (CoRR, 2024)

IAFI-FCOS: Intra- and across-layer feature interaction FCOS model for lesion detection of CT images - Qiu Guan; Mengjie Pan; Feng Chen; Zhiqiang Yang; Zhongwen Yu; Qianwei Zhou; Haigen Hu (CoRR, 2024)

Non-binary IoU and progressive coupling and refining network for salient object detection - Qianwei Zhou; Chen Zhou; Zihao Yang; Yingkun Xu; Qiu Guan (Expert Syst. Appl., 2023)

Adaptively Customizing Activation Functions for Various Layers - Haigen Hu; Aizhu Liu; Qiu Guan; Hanwang Qian; Xiaoxin Li; Shengyong Chen; Qianwei Zhou (IEEE Trans. Neural Networks Learn. Syst., 2023)

TDRConv: Exploring the Trade-off Between Feature Diversity and Redundancy for a Compact CNN Module - Haigen Hu; Deming Zhou; Hui Xu; Qi Chen; Qiu Guan; Qianwei Zhou (Advanced Intelligent Computing Technology and Applications - 19th International Conference, ICIC 2023, Zhengzhou, China, August 10-13, 2023, Proceedings, Part IV, 2023)

CTI-Unet: Hybrid Local Features and Global Representations Efficiently - Haigen Hu; Zhichao Jin; Qianwei Zhou; Qiu Guan; Qi Chen (IEEE International Conference on Image Processing, ICIP 2023, Kuala Lumpur, Malaysia, October 8-11, 2023, 2023)

Wavelet Dual-Stream Network for Brain MR Image Super-Resolution - Wanliang Wang; Fangsen Xing; Jiacheng Chen; Qiu Guan (International Joint Conference on Neural Networks, IJCNN 2023, Gold Coast, Australia, June 18-23, 2023, 2023)

SAMDConv: Spatially Adaptive Multi-scale Dilated Convolution - Haigen Hu; Chenghan Yu; Qianwei Zhou; Qiu Guan; Qi Chen (Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part VIII, 2023)

Generative Adversarial Networks in Medical Image augmentation: A review - Yizhou Chen; Xu-Hua Yang; Zihan Wei; Ali Asghar Heidari; Nenggan Zheng; Zhicheng Li; Huiling Chen; Haigen Hu; Qianwei Zhou; Qiu Guan (Comput. Biol. Medicine, 2022)

Medical image augmentation for lesion detection using a texture-constrained multichannel progressive GAN - Qiu Guan; Yizhou Chen; Zihan Wei; Ali Asghar Heidari; Haigen Hu; Xuhua Yang; Jianwei Zheng; Qianwei Zhou; Huiling Chen; Feng Chen (Comput. Biol. Medicine, 2022)

Deep co-supervision and attention fusion strategy for automatic COVID-19 lung infection segmentation on CT images - Haigen Hu; Leizhao Shen; Qiu Guan; Xiaoxin Li; Qianwei Zhou; Su Ruan (Pattern Recognit., 2022)

Joint Feature Learning for Cell Segmentation Based on Multi-scale Convolutional U-Net - Zhichao Jin; Haigen Hu; Qianwei Zhou; Qiu Guan; Xiaoxin Li; Qi Chen (IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022, Las Vegas, NV, USA, December 6-8, 2022, 2022)

Pancreatic Image Augmentation Based on Local Region Texture Synthesis for Tumor Segmentation - Zihan Wei; Yizhou Chen; Qiu Guan; Haigen Hu; Qianwei Zhou; Zhicheng Li; Xinli Xu; Alejandro Frangi; Feng Chen (Artificial Neural Networks and Machine Learning - ICANN 2022 - 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6-9, 2022, Proceedings, Part II, 2022)

A Channel-Spatial Hybrid Attention Mechanism using Channel Weight Transfer Strategy - Jie Pan; Haigen Hu; Aizhu Liu; Qianwei Zhou; Qiu Guan (26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022, 2022)

A multi-root solver for discontinuous and non-differentiable equations by integrating genetic algorithm and derivative-free iterative methods - Tian Qiu; Haigen Hu; Ruixin Chen; Qianwei Zhou; Qiu Guan; Xiaoxin Li (Appl. Soft Comput., 2021)

An adaptive learning method of anchor shape priors for biological cells detection and segmentation - Haigen Hu; Aizhu Liu; Qianwei Zhou; Qiu Guan; Xiaoxin Li; Qi Chen (Comput. Methods Programs Biomed., 2021)

Unsupervised Multimodal MR Images Synthesizer Using Knowledge From Higher Dimension - Qianwei Zhou; Yibo Liu; Haigen Hu; Qiu Guan; Yuan Guo; Fan Zhang (IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021, Houston, TX, USA, December 9-12, 2021, 2021)

Pancreatic Neoplasm Image Translation Based on Feature Correlation Analysis of Cross-Phase Image - Yizhou Chen; Zihan Wei; Xu-Hua Yang; Zhicheng Li; Qiu Guan; Feng Chen (Neural Information Processing - 28th International Conference, ICONIP 2021, Sanur, Bali, Indonesia, December 8-12, 2021, Proceedings, Part VI, 2021)

Multi-domain Abdomen Image Alignment Based on Joint Network of Registration and Synthesis - Yizhou Chen; Zhengwei Lu; Xu-Hua Yang; Haigen Hu; Qiu Guan; Feng Chen (Neural Information Processing - 28th International Conference, ICONIP 2021, Sanur, Bali, Indonesia, December 8-12, 2021, Proceedings, Part III, 2021)

Adaptively Customizing Activation Functions for Various Layers - Haigen Hu; Aizhu Liu; Qiu Guan; Xiaoxin Li; Shengyong Chen; Qianwei Zhou (CoRR, 2021)

Deep Co-supervision and Attention Fusion Strategy for Automatic COVID-19 Lung Infection Segmentation on CT Images - Haigen Hu; Leizhao Shen; Qiu Guan; Xiaoxin Li; Qianwei Zhou; Su Ruan (CoRR, 2021)

Low-Rank Tensor Completion and Total Variation Minimization for Color Image Inpainting - Mengjie Qin; Zhuorong Li; Shengyong Chen; Qiu Guan; Jianwei Zheng (IEEE Access, 2020)

Image Denoising Using Sparsifying Transform Learning and Weighted Singular Values Minimization - Yanwei Zhao; Ping Yang; Qiu Guan; Jianwei Zheng; Wanliang Wang (Comput. Intell. Neurosci., 2020)

Detection and Recognition for Life State of Cell Cancer Using Two-Stage Cascade CNNs - Haigen Hu; Qiu Guan; Shengyong Chen; Zhiwei Ji; Yao Lin (IEEE ACM Trans. Comput. Biol. Bioinform., 2020)

Exploring Optimal Adaptive Activation Functions for Various Tasks - Aizhu Liu; Haigen Hu; Tian Qiu; Qianwei Zhou; Qiu Guan; Xiaoxin Li (IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020, Virtual Event, South Korea, December 16-19, 2020, 2020)

Image Denoising Using Sparsifying Transform Learning and Weighted Singular Values Minimization - Yanwei Zhao; Ping Yang; Qiu Guan; Jianwei Zheng; Wanliang Wang (CoRR, 2020)

Automatic segmentation of MR depicted carotid arterial boundary based on local priors and constrained global optimisation - Jianhua Zhang; Zhongzhao Teng; Qiu Guan; Junli He; Wafa Abutaleb; Andrew J. Patterson; Martin J. Graves; Jonathan Gillard; Shengyong Chen (IET Image Process., 2019)

225222011028145236182136731215275312404632593324763859825104303404065733394320323024420998318672604127861 (Melanoma Classification Method by Integrating Deep Convolutional Residual Network) - Haigen Hu; Xiangyong Kong; Qianwei Zhou; Qiu Guan; Shengyong Chen (3574531639264263118523398, 2019)

A Background-based Data Enhancement Method for Lymphoma Segmentation in 3D PET Images - Haigen Hu; Chao Du; Qiu Guan; Qianwei Zhou; Pierre Vera; Su Ruan (2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019, San Diego, CA, USA, November 18-21, 2019, 2019)

MC-Unet: Multi-scale Convolution Unet for Bladder Cancer Cell Segmentation in Phase-Contrast Microscopy Images - Haigen Hu; Yixing Zheng; Qianwei Zhou; Jie Xiao; Shengyong Chen; Qiu Guan (2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019, San Diego, CA, USA, November 18-21, 2019, 2019)

An Automatic Tracking Method for Multiple Cells Based on Multi-Feature Fusion - Haigen Hu; Lili Zhou; Qiu Guan; Qianwei Zhou; Shengyong Chen (IEEE Access, 2018)

A fast online multivariable identification method for greenhouse environment control problems - Haigen Hu; Cheng Luo; Qiu Guan; Xiaoxin Li; Shengyong Chen; Qianwei Zhou (Neurocomputing, 2018)

A Multi-channel Multi-classifier Method for Classifying Pancreatic Cystic Neoplasms Based on ResNet - Haigen Hu; Kangjie Li; Qiu Guan; Feng Chen; Shengyong Chen; Yicheng Ni (Artificial Neural Networks and Machine Learning - ICANN 2018 - 27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part II, 2018)

A Spatio-Temporal CRF for Human Interaction Understanding - Zhenhua Wang; Sheng Liu; Jianhua Zhang; Shengyong Chen; Qiu Guan (IEEE Trans. Circuits Syst. Video Technol., 2017)

A more precise multi-modal image registration using self-similarities - Qiu Guan; Qinqin Jin; Haixia Long; Kangjie Li; Haigen Hu; Xiaoyan Wang (10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2017, Shanghai, China, October 14-16, 2017, 2017)

Joint label-interaction learning for human action recognition - Jiali Jin; Zhenhua Wang; Sheng Liu; Jianhua Zhang; Shengyong Chen; Qiu Guan (2017 IEEE International Conference on Image Processing, ICIP 2017, Beijing, China, September 17-20, 2017, 2017)

Cancer Cells Detection in Phase-Contrast Microscopy Images Based on Faster R-CNN - Junkang Zhang; Haigen Hu; Shengyong Chen; Yujiao Huang; Qiu Guan (9th International Symposium on Computational Intelligence and Design, ISCID 2016, Hangzhou, China, December 10-11, 2016, Volume 1, 2016)

Real-time face alignment enhancement by tracking - Fanyang Tang; Jianhua Zhang; Yujian Feng; Qiu Guan; Xiaolong Zhou (2016 IEEE International Conference on Robotics and Biomimetics, ROBIO 2016, Qingdao, China, December 3-7, 2016, 2016)

A novel registration and de-noising method for multiple sequence MRI of atherosclerosis - Junwei Li; Jianhua Zhang; Xiaoyan Wang; Cheng Gai; Bingyu Zhang; Qiu Guan; Shengyong Chen (IEEE International Conference on Information and Automation, ICIA 2015, Lijiang, China, August 8-10, 2015, 2015)

Isogeometric analysis for cardiac modeling and mechanical analysis - Qiu Guan; Qiang Liu; Huabin Yin; Jianhua Zhang; Haigen Hu (2015 IEEE International Conference on Robotics and Biomimetics, ROBIO 2015, Zhuhai, China, December 6-9, 2015, 2015)

Three-Dimensional Simulation of Scalp Soft Tissue Expansion Using Finite Element Method - Qiu Guan; Xiaochen Du; Yan Shao; Lili Lin; Shengyong Chen (Comput. Math. Methods Medicine, 2014)

Combining SIFT and Individual Entropy Correlation Coefficient for Image Registration - Gan Liu; Shengyong Chen; Xiaolong Zhou; Xiaoyan Wang; Qiu Guan; Hui Yu (Pattern Recognition - 6th Chinese Conference, CCPR 2014, Changsha, China, November 17-19, 2014. Proceedings, Part II, 2014)

Image quality assessment based on structural saliency - Ziran Zhang; Jianhua Zhang; Xiaoyan Wang; Qiu Guan; Shengyong Chen (19th International Conference on Digital Signal Processing, DSP 2014, Hong Kong, China, August 20-23, 2014, 2014)

Isogeometric Analysis For Dynamic Model Simulation - Huabin Yin; Qiu Guan; Shengyong Chen (Proceedings of the 27th European Conference on Modelling and Simulation, ECMS 2013, Ålesund, Norway, May 27-30, 2013, 2013)

Modeling and Representation of Human Hearts for Volumetric Measurement - Qiu Guan; Wanliang Wang; Guang Wu (Comput. Math. Methods Medicine, 2012)

Solid Dynamic Models for Analysis of Stress and Strain in Human Hearts - Qiu Guan; Miaomiao Lu; Xiaoyan Wang; Cao Jiang (Comput. Math. Methods Medicine, 2012)

A Novel Cell Segmentation, Tracking and Dynamic Analysis Method in Time-Lapse Microscopy Based on Cell Local Graph Structure and Motion Features - Chen Zhu; Qiu Guan; Shengyong Chen (Pattern Recognition - Chinese Conference, CCPR 2012, Beijing, China, September 24-26, 2012. Proceedings, 2012)

Parametric Shape Representation by a Deformable NURBS Model for Cardiac Functional Measurements - Shengyong Chen; Qiu Guan (IEEE Trans. Biomed. Eng., 2011)

Myocardial Motion Analysis for Determination of Tei-Index of Human Heart - Shengyong Chen; Jianhua Zhang; Houxiang Zhang; Qiu Guan; Yahui Du; Chunyan Yao; Jianwei Zhang (Sensors, 2010)

Hybrid Contour Model for Segmentation of Cell Nucleolus and Membranes - Min Chen; Shengyong Chen; Qiu Guan (Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, BMEI 2009, October 17-19, 2009, Tianjin, China, 2009)

Point Distribution Model Based Cardiac Dynamic Parameter Estimation - Qiu Guan; Yahui Du; Shengyong Chen; Sheng Liu; Yiqiang Xu (Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, BMEI 2009, October 17-19, 2009, Tianjin, China, 2009)

Functional Parameter Estimation Based on Deformable Cardiac Model - Qiu Guan; Yiqiang Xu; Shengyong Chen; Sheng Liu (CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31 - April 2, 2009, Los Angeles, California, USA, 7 Volumes, 2009)

Calculation of Tei index and LV motion amplitude based on cardiac physical phase - Qiu Guan; Yahui Du; Shengyong Chen; Fang Wang (IEEE International Conference on Robotics and Biomimetics, ROBIO 2009, December 19-13, 2009, Guilin, Guangxi, China, 2009)

Automatic Segmentation of Micro-calcification Based on SIFT in Mammograms - Qiu Guan; Jianhua Zhang; Shengyong Chen; Andrew Todd-Pokropek (Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, BMEI 2008, May 28-30, 2008, Sanya, Hainan, China - Volume 2, 2008)

Searching and fitting strategies in active shape models - Jianhua Zhang; Shengyong Chen; Sheng Liu; Qiu Guan; Haihong Wu (ICINCO 2007, Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics, Signal Processing, Systems Modeling and Control, Angers, France, May 9-12, 2007, 2007)

Cylindrical b-spline model for representation and fitting of heart surfaces - Tingting Jiang; Shengyong Chen; Qiu Guan; Chunyan Yao (VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007 - Volume Special Sessions, 2007)

An ART2/RBF Hybrid Neural Networks Research - Xuhua Yang; Yunbing Wei; Qiu Guan; Wanliang Wang; Shengyong Chen (Advances in Natural Computation, First International Conference, ICNC 2005, Changsha, China, August 27-29, 2005, Proceedings, Part I, 2005)

Adaptive Immune Algorithm for Solving Job-Shop Scheduling Problem - Xinli Xu; Wanliang Wang; Qiu Guan (Advances in Natural Computation, First International Conference, ICNC 2005, Changsha, China, August 27-29, 2005, Proceedings, Part II, 2005)

A Visual Automatic Incident Detection Method on Freeway Based on RBF and SOFM Neural Networks - Xuhua Yang; Qiu Guan; Wanliang Wang; Shengyong Chen (Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part III, 2005)

Transient Chaotic Discrete Neural Network for Flexible Job-Shop Scheduling - Xinli Xu; Qiu Guan; Wanliang Wang; Shengyong Chen (Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part I, 2005)

Neural Network Based 3D Model Reconstruction with Highly Distorted Stereoscopic Sensors - Wanliang Wang; Bing-bing Xia; Qiu Guan; Shengyong Chen (Computational Intelligence and Bioinspired Systems, 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Vilanova i la Geltrú, Barcelona, Spain, June 8-10, 2005, Proceedings, 2005)