Haigen Hu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 47

Top Topics

Invariant Representations

Tumor Segmentation

Top Venues

Publications

Haigen Hu, Chenghan Yu, Qianwei Zhou, Qiu Guan, Hailin Feng
HDConv: Heterogeneous kernel-based dilated convolutions. Neural Networks 179 (2024)
Yitong Yang, Xinli Xu, Haigen Hu, Haixia Long, Qianwei Zhou, Qiu Guan
DuEDL: Dual-Branch Evidential Deep Learning for Scribble-Supervised Medical Image Segmentation. CoRR (2024)
Kangkang Ai, Haigen Hu, Qianwei Zhou, Qiu Guan
SGT: Self-Guided Transformer for Few-Shot Semantic Segmentation. ICASSP (2024)
Fengdan Hu, Haigen Hu, Hui Xu, Jinshan Xu, Qi Chen
Dilated Heterogeneous Convolution for Cell Detection and Segmentation Based on Mask R-CNN. Sensors 24 (8) (2024)
Haigen Hu, Chenghan Yu, Qianwei Zhou, Qiu Guan, Qi Chen
SAMDConv: Spatially Adaptive Multi-scale Dilated Convolution. PRCV (8) (2023)
Haigen Hu, Aizhu Liu, Qiu Guan, Hanwang Qian, Xiaoxin Li, Shengyong Chen, Qianwei Zhou
Adaptively Customizing Activation Functions for Various Layers. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Tongxue Zhou, Su Ruan, Haigen Hu
A literature survey of MR-based brain tumor segmentation with missing modalities. Comput. Medical Imaging Graph. 104 (2023)
Xiao-Xin Li, Wen-Hao Zheng, Qianwei Zhou, Haigen Hu, Lei Chen
Deep k-Space Partition-Based Convolutional Networks for Fast Multimodal MRI Reconstruction. BIBM (2023)
Wen-Hao Zheng, Xiao-Xin Li, Haigen Hu, Qianwei Zhou, Qihui Wang
Fast MRI Reconstruction via Boosting Filter Diversity of Deep Cascading Networks. BIBM (2023)
Haigen Hu, Zhichao Jin, Qianwei Zhou, Qiu Guan, Qi Chen
CTI-Unet: Hybrid Local Features and Global Representations Efficiently. ICIP (2023)
Huihuang Zhang, Haigen Hu, Qi Chen, Qianwei Zhou, Mingfeng Jiang
Learning Domain-Invariant Representations from Text for Domain Generalization. PRCV (8) (2023)
Haigen Hu, Deming Zhou, Hui Xu, Qi Chen, Qiu Guan, Qianwei Zhou
TDRConv: Exploring the Trade-off Between Feature Diversity and Redundancy for a Compact CNN Module. ICIC (4) (2023)
Qiu Guan, Yizhou Chen, Zihan Wei, Ali Asghar Heidari, Haigen Hu, Xuhua Yang, Jianwei Zheng, Qianwei Zhou, Huiling Chen, Feng Chen
Medical image augmentation for lesion detection using a texture-constrained multichannel progressive GAN. Comput. Biol. Medicine 145 (2022)
Haigen Hu, Leizhao Shen, Qiu Guan, Xiaoxin Li, Qianwei Zhou, Su Ruan
Deep co-supervision and attention fusion strategy for automatic COVID-19 lung infection segmentation on CT images. Pattern Recognit. 124 (2022)
Yizhou Chen, Xu-Hua Yang, Zihan Wei, Ali Asghar Heidari, Nenggan Zheng, Zhicheng Li, Huiling Chen, Haigen Hu, Qianwei Zhou, Qiu Guan
Generative Adversarial Networks in Medical Image augmentation: A review. Comput. Biol. Medicine 144 (2022)
Jie Pan, Haigen Hu, Aizhu Liu, Qianwei Zhou, Qiu Guan
A Channel-Spatial Hybrid Attention Mechanism using Channel Weight Transfer Strategy. ICPR (2022)
Zihan Wei, Yizhou Chen, Qiu Guan, Haigen Hu, Qianwei Zhou, Zhicheng Li, Xinli Xu, Alejandro Frangi, Feng Chen
Pancreatic Image Augmentation Based on Local Region Texture Synthesis for Tumor Segmentation. ICANN (2) (2022)
Zhichao Jin, Haigen Hu, Qianwei Zhou, Qiu Guan, Xiaoxin Li, Qi Chen
Joint Feature Learning for Cell Segmentation Based on Multi-scale Convolutional U-Net. BIBM (2022)
Zhi-Jie Chen, Tianyi Xing, Qianwei Zhou, Haigen Hu, Xiao-Xin Li
Accelerating Deeply Cascaded Convolutional Networks for MRI Reconstruction via Pixel-Unshuffle Caused Feature Squeezing. BIBM (2022)
Qianwei Zhou, Baoqing Li, Peng Tao, Zhang Xu, Chen Zhou, Yanzhuang Wu, Haigen Hu
Residual-recursive autoencoder for accelerated evolution in savonius wind turbines optimization. Neurocomputing 500 (2022)
Haigen Hu, Aizhu Liu, Qiu Guan, Xiaoxin Li, Shengyong Chen, Qianwei Zhou
Adaptively Customizing Activation Functions for Various Layers. CoRR (2021)
Haigen Hu, Leizhao Shen, Qiu Guan, Xiaoxin Li, Qianwei Zhou, Su Ruan
Deep Co-supervision and Attention Fusion Strategy for Automatic COVID-19 Lung Infection Segmentation on CT Images. CoRR (2021)
Qianwei Zhou, Yibo Liu, Haigen Hu, Qiu Guan, Yuan Guo, Fan Zhang
Unsupervised Multimodal MR Images Synthesizer Using Knowledge From Higher Dimension. BIBM (2021)
Haigen Hu, Aizhu Liu, Qianwei Zhou, Qiu Guan, Xiaoxin Li, Qi Chen
An adaptive learning method of anchor shape priors for biological cells detection and segmentation. Comput. Methods Programs Biomed. 208 (2021)
Qianwei Zhou, Yuhang Chen, Baoqing Li, Xiaoxin Li, Chen Zhou, Jingchang Huang, Haigen Hu
Training deep neural networks for wireless sensor networks using loosely and weakly labeled images. Neurocomputing 427 (2021)
Tian Qiu, Haigen Hu, Ruixin Chen, Qianwei Zhou, Qiu Guan, Xiaoxin Li
A multi-root solver for discontinuous and non-differentiable equations by integrating genetic algorithm and derivative-free iterative methods. Appl. Soft Comput. 109 (2021)
Yizhou Chen, Zhengwei Lu, Xu-Hua Yang, Haigen Hu, Qiu Guan, Feng Chen
Multi-domain Abdomen Image Alignment Based on Joint Network of Registration and Synthesis. ICONIP (3) (2021)
Haigen Hu, Qiu Guan, Shengyong Chen, Zhiwei Ji, Yao Lin
Detection and Recognition for Life State of Cell Cancer Using Two-Stage Cascade CNNs. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (3) (2020)
Haigen Hu, Leizhao Shen, Tongxue Zhou, Pierre Decazes, Pierre Vera, Su Ruan
Lymphoma Segmentation in PET Images Based on Multi-view and Conv3D Fusion Strategy. ISBI (2020)
Qianwei Zhou, Yuhang Chen, Baoqing Li, Xiaoxin Li, Chen Zhou, Jingchang Huang, Haigen Hu
Training Deep Neural Networks for Wireless Sensor Networks Using Loosely and Weakly Labeled Images. CoRR (2020)
Qianwei Zhou, Peng Tao, Xiaoxin Li, Shengyong Chen, Fan Zhang, Haigen Hu
Residual-Recursion Autoencoder for Shape Illustration Images. CoRR (2020)
Aizhu Liu, Haigen Hu, Tian Qiu, Qianwei Zhou, Qiu Guan, Xiaoxin Li
Exploring Optimal Adaptive Activation Functions for Various Tasks. BIBM (2020)
Jie Xiao, Zhanhui Shi, Jianhui Jiang, Xu-Hua Yang, Yujiao Huang, Haigen Hu
A Locating Method for Reliability-Critical Gates with a Parallel-Structured Genetic Algorithm. J. Comput. Sci. Technol. 34 (5) (2019)
Haigen Hu, Chao Du, Pierre Decazes, Pierre Vera, Su Ruan
A Prior Knowledge Intergrated Scheme for Detection and Segmentation of Lymphomas in 3D PET Images based on DBSCAN and GAs. BIBM (2019)
Tongxue Zhou, Su Ruan, Haigen Hu, Stéphane Canu
Deep Learning Model Integrating Dilated Convolution and Deep Supervision for Brain Tumor Segmentation in Multi-parametric MRI. MLMI@MICCAI (2019)
Haigen Hu, Pierre Decazes, Jérôme Lapuyade-Lahorgue, Pierre Vera, Su Ruan
Gaussian-based Spatial Hybrid Distances for Detection and Segmentation of Lymphoid Lesions in 3D PET Images. CISP-BMEI (2019)
Haigen Hu, Chao Du, Qiu Guan, Qianwei Zhou, Pierre Vera, Su Ruan
A Background-based Data Enhancement Method for Lymphoma Segmentation in 3D PET Images. BIBM (2019)
Qianwei Zhou, Chen Zhou, Haigen Hu, Yuhang Chen, Shengyong Chen, Xiaoxin Li
Towards the Automation of Deep Image Prior. CoRR (2019)
Haigen Hu, Xiangyong Kong, Qianwei Zhou, Qiu Guan, Shengyong Chen
基于深层卷积残差网络集成的黑色素瘤分类方法 (Melanoma Classification Method by Integrating Deep Convolutional Residual Network). 计算机科学 46 (5) (2019)
Haigen Hu, Yixing Zheng, Qianwei Zhou, Jie Xiao, Shengyong Chen, Qiu Guan
MC-Unet: Multi-scale Convolution Unet for Bladder Cancer Cell Segmentation in Phase-Contrast Microscopy Images. BIBM (2019)
Haigen Hu, Lili Zhou, Qianwei Zhou, Shengyong Chen, Junkang Zhang
基于CNN的相衬显微图像序列的癌细胞多目标跟踪 (Multi-target Tracking of Cancer Cells under Phase Contrast Microscopic Images Basedon Convolutional Neural Network). 计算机科学 46 (5) (2019)
Haigen Hu, Pierre Decazes, Pierre Vera, Hua Li, Su Ruan
Detection and segmentation of lymphomas in 3D PET images via clustering with entropy-based optimization strategy. Int. J. Comput. Assist. Radiol. Surg. 14 (10) (2019)
Haigen Hu, Cheng Luo, Qiu Guan, Xiaoxin Li, Shengyong Chen, Qianwei Zhou
A fast online multivariable identification method for greenhouse environment control problems. Neurocomputing 312 (2018)
Haigen Hu, Lili Zhou, Qiu Guan, Qianwei Zhou, Shengyong Chen
An Automatic Tracking Method for Multiple Cells Based on Multi-Feature Fusion. IEEE Access 6 (2018)
Haigen Hu, Kangjie Li, Qiu Guan, Feng Chen, Shengyong Chen, Yicheng Ni
A Multi-channel Multi-classifier Method for Classifying Pancreatic Cystic Neoplasms Based on ResNet. ICANN (2) (2018)
Qiu Guan, Qinqin Jin, Haixia Long, Kangjie Li, Haigen Hu, Xiaoyan Wang
A more precise multi-modal image registration using self-similarities. CISP-BMEI (2017)
Junkang Zhang, Haigen Hu, Shengyong Chen, Yujiao Huang, Qiu Guan
Cancer Cells Detection in Phase-Contrast Microscopy Images Based on Faster R-CNN. ISCID (1) (2016)
Qiu Guan, Qiang Liu, Huabin Yin, Jianhua Zhang, Haigen Hu
Isogeometric analysis for cardiac modeling and mechanical analysis. ROBIO (2015)
Haigen Hu, Lihong Xu, Erik D. Goodman, Songwei Zeng
NSGA-II-based nonlinear PID controller tuning of greenhouse climate for reducing costs and improving performances. Neural Comput. Appl. 24 (3-4) (2014)
Songwei Zeng, Haigen Hu, Lihong Xu, Guanghui Li
Nonlinear Adaptive PID Control for Greenhouse Environment Based on RBF Network. Sensors 12 (5) (2012)
Haigen Hu, Lihong Xu, Ruihua Wei, Bingkun Zhu
Multi-Objective Control Optimization for Greenhouse Environment Using Evolutionary Algorithms. Sensors 11 (6) (2011)
Haigen Hu, Lihong Xu, Bingkun Zhu, Ruihua Wei
A Compatible Control Algorithm for Greenhouse Environment Control Based on MOCC Strategy. Sensors 11 (3) (2011)
Haigen Hu, Lihong Xu, Ruihua Wei
Nonlinear adaptive Neuro-PID controller design for greenhouse environment based on RBF network. IJCNN (2010)
Haigen Hu, Lihong Xu, Ruihua Wei, Bingkun Zhu
Multi-objective tuning of nonlinear PID controllers for greenhouse environment using Evolutionary Algorithms. IEEE Congress on Evolutionary Computation (2010)
Yuming Liang, Lihong Xu, Ruihua Wei, Haigen Hu
Adaptive fuzzy control for trajectory tracking of Mobile Robot. IROS (2010)
Haigen Hu, Lihong Xu, Erik D. Goodman
A control optimization algorithm for greenhouse climate control problems. GECCO (Companion) (2010)
Lihong Xu, Haigen Hu, Bingkun Zhu
Energy-saving control of greenhouse climate based on MOCC strategy. GEC Summit (2009)
Haigen Hu, Lihong Xu, Qingsong Hu
Model-based compromise control of greenhouse climate using pareto optimization. GEC Summit (2009)