Kai Hu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 46

Top Topics

Image Segmentation

Top Venues

Expert Syst. Appl.

Biomed. Signal Process. Control.

IEEE Trans. Instrum. Meas.

Publications

Jinhao Li, Huying Li, Yuan Zhang, Zhiqiang Wang, Sheng Zhu, Xuanya Li, Kai Hu, Xieping Gao
MCNet: A multi-level context-aware network for the segmentation of adrenal gland in CT images. Neural Networks 170 (2024)
Yuan Zhang, Yanglin Huang, Kai Hu
Multi-scale object equalization learning network for intracerebral hemorrhage region segmentation. Neural Networks 179 (2024)
Chao Suo, Tianxin Zhou, Kai Hu, Yuan Zhang, Xieping Gao
Cross-level collaborative context-aware framework for medical image segmentation. Expert Syst. Appl. 236 (2024)
Ye Xiao, Yuanyuan Hou, Zhiqiang Wang, Yuan Zhang, Xuanya Li, Kai Hu, Xieping Gao
Multi-scale Perception and Feature Refinement Network for multi-class segmentation of intracerebral hemorrhage in CT images. Biomed. Signal Process. Control. 88 (Part B) (2024)
Can Zhang, Zhiqiang Wang, Yuan Zhang, Xuanya Li, Kai Hu
GDTNet: A Synergistic Dilated Transformer and CNN by Gate Attention for Abdominal Multi-organ Segmentation. MMM (4) (2024)
Kai Hu, Xiang Zhang, Dongjin Lee, Dapeng Xiong, Yuan Zhang, Xieping Gao
Boundary-Guided and Region-Aware Network With Global Scale-Adaptive for Accurate Segmentation of Breast Tumors in Ultrasound Images. IEEE J. Biomed. Health Informatics 27 (9) (2023)
Yadong Zhu, Conghui Li, Kai Hu, Hongying Luo, Meijun Zhou, Xuanya Li, Xieping Gao
A new two-stream network based on feature separation and complementation for ultrasound image segmentation. Biomed. Signal Process. Control. 82 (2023)
Kai Hu, Yadong Zhu, Tianxin Zhou, Yuan Zhang, Chunhong Cao, Fen Xiao, Xieping Gao
DSC-Net: A Novel Interactive Two-Stream Network by Combining Transformer and CNN for Ultrasound Image Segmentation. IEEE Trans. Instrum. Meas. 72 (2023)
Yang Luo, Zhineng Chen, Shengtian Zhou, Kai Hu, Xieping Gao
Self-distillation Augmented Masked Autoencoders for Histopathological Image Understanding. BIBM (2023)
Kai Hu, Hui Tan, Yuan Zhang, Wei Huang, Xieping Gao
MWG-Net: Multiscale Wavelet Guidance Network for COVID-19 Lung Infection Segmentation From CT Images. IEEE Trans. Instrum. Meas. 72 (2023)
Cuiyuan Li, Fa Zhang, Kai Hu, Xuefeng Cui
Variational Clustering and Denoising of Spatial Transcriptomics. BIBM (2023)
Tongtong Liu, Xiongjun Ye, Kai Hu, Dapeng Xiong, Yuan Zhang, Xuanya Li, Xieping Gao
Polyp segmentation with distraction separation. Expert Syst. Appl. 228 (2023)
Xiaokang Liu, Zhiqiang Wang, Kai Hu, Xieping Gao
Pseudo Multi-Source Domain Extension and Selective Pseudo-Labeling for Unsupervised Domain Adaptive Medical Image Segmentation. ICASSP (2023)
Fucai Wu, Xuanya Li, Yuan Zhang, Kai Hu
TransCoop: Cooperation of Transformers and CNNs for Camouflaged Object Segmentation. ICME (2022)
Kai Hu, Shuai Jiang, Yuan Zhang, Xuanya Li, Xieping Gao
Joint-Seg: Treat Foveal Avascular Zone and Retinal Vessel Segmentation in OCTA Images as a Joint Task. IEEE Trans. Instrum. Meas. 71 (2022)
Yanglin Huang, Donghui Tan, Yuan Zhang, Xuanya Li, Kai Hu
TransMixer: A Hybrid Transformer and CNN Architecture for Polyp Segmentation. BIBM (2022)
Yuan Zhang, Miao He, Zhineng Chen, Kai Hu, Xuanya Li, Xieping Gao
Bridge-Net: Context-involved U-net with patch-based loss weight mapping for retinal blood vessel segmentation. Expert Syst. Appl. 195 (2022)
Kai Hu, Jing Lu, Dongjin Lee, Dapeng Xiong, Zhineng Chen
AS-Net: Attention Synergy Network for skin lesion segmentation. Expert Syst. Appl. 201 (2022)
Fei Ye, Zhiqiang Wang, Sheng Zhu, Xuanya Li, Kai Hu
A Novel Convolutional Neural Network Based on Adaptive Multi-Scale Aggregation and Boundary-Aware for Lateral Ventricle Segmentation on MR images. ICASSP (2022)
Zhineng Chen, Sai Wang, Caiyan Jia, Kai Hu, Xiongjun Ye, Xuanya Li, Xieping Gao
CRDet: Improving Signet Ring Cell Detection by Reinforcing the Classification Branch. J. Comput. Biol. 28 (7) (2021)
Kai Hu, Dong Liu, Zhineng Chen, Xuanya Li, Yuan Zhang, Xieping Gao
Embedded Residual Recurrent Network and Graph Search for the Segmentation of Retinal Layer Boundaries in Optical Coherence Tomography. IEEE Trans. Instrum. Meas. 70 (2021)
Xiang Zhang, Xuanya Li, Kai Hu, Xieping Gao
BGRA-Net: Boundary-Guided and Region-Aware Convolutional Neural Network for the Segmentation of Breast Ultrasound Images. BIBM (2021)
Xinyu Zhou, Xuanya Li, Kai Hu, Yuan Zhang, Zhineng Chen, Xieping Gao
ERV-Net: An efficient 3D residual neural network for brain tumor segmentation. Expert Syst. Appl. 170 (2021)
Xiangjiang Wu, Xuanya Li, Kai Hu, Zhineng Chen, Xieping Gao
A Hybrid Feature Enhancement Method for Gl And Segmentation In Histopathology Images. ICASSP (2021)
Kai Hu, Yingjie Huang, Wei Huang, Hui Tan, Zhineng Chen, Zheng Zhong, Xuanya Li, Yuan Zhang, Xieping Gao
Deep supervised learning using self-adaptive auxiliary loss for COVID-19 diagnosis from imbalanced CT images. Neurocomputing 458 (2021)
Zhineng Chen, Shuai Zhao, Kai Hu, Jing Han, Yuan Ji, Shaoping Ling, Xieping Gao
A hierarchical and multi-view registration of serial histopathological images. Pattern Recognit. Lett. 152 (2021)
Fei Ye, Zhiqiang Wang, Kai Hu, Sheng Zhu, Xieping Gao
Automated Segmentation of Lateral Ventricle in MR Images Using Multi-scale Feature Fusion Convolutional Neural Network. ICPR Workshops (6) (2020)
Chunhong Cao, Wei Duan, Kai Hu, Fen Xiao
Compressive sensing MR imaging based on adaptive tight frame and reference image. IET Image Process. 14 (14) (2020)
Xizhi He, Kai Chen, Kai Hu, Zhineng Chen, Xuanya Li, Xieping Gao
HMOE-Net: Hybrid Multi-scale Object Equalization Network for Intracerebral Hemorrhage Segmentation in CT Images. BIBM (2020)
Yiqi Chen, Xuanya Li, Kai Hu, Zhineng Chen, Xieping Gao
Nuclei Segmentation in Histopathology Images Using Rotation Equivariant and Multi-level Feature Aggregation Neural Network. BIBM (2020)
Kai Hu, Si Liu, Yuan Zhang, Chunhong Cao, Fen Xiao, Wei Huang, Xieping Gao
Automatic segmentation of dermoscopy images using saliency combined with adaptive thresholding based on wavelet transform. Multim. Tools Appl. 79 (21-22) (2020)
Fen Xiao, Bin Li, Yimu Peng, Chunhong Cao, Kai Hu, Xieping Gao
Multi-Modal Weights Sharing and Hierarchical Feature Fusion for RGBD Salient Object Detection. IEEE Access 8 (2020)
Kai Hu, Kai Chen, Xizhi He, Yuan Zhang, Zhineng Chen, Xuanya Li, Xieping Gao
Automatic segmentation of intracerebral hemorrhage in CT images using encoder-decoder convolutional neural network. Inf. Process. Manag. 57 (6) (2020)
Shuyan Liu, Junda Ren, Zhineng Chen, Kai Hu, Fen Xiao, Xuanya Li, Xieping Gao
EffiDiag: an Efficient Framework for Breast Cancer Diagnosis in Multi-Gigapixel Whole Slide Images. BIBM (2020)
Chunhong Cao, Jie Yu, Chengyao Zhou, Kai Hu, Fen Xiao, Xieping Gao
Hyperspectral Image Denoising via Subspace-Based Nonlocal Low-Rank and Sparse Factorization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (3) (2019)
Kai Hu, Xiaorui Niu, Si Liu, Yuan Zhang, Chunhong Cao, Fen Xiao, Wanchun Yang, Xieping Gao
Classification of melanoma based on feature similarity measurement for codebook learning in the bag-of-features model. Biomed. Signal Process. Control. 51 (2019)
Kai Hu, Xieping Gao, Yuan Zhang
Markov multiple feature random fields model for the segmentation of brain MR images. Expert Syst. Appl. 134 (2019)
Kai Hu, Qinghai Gan, Yuan Zhang, Shuhua Deng, Fen Xiao, Wei Huang, Chunhong Cao, Xieping Gao
Brain Tumor Segmentation Using Multi-Cascaded Convolutional Neural Networks and Conditional Random Field. IEEE Access 7 (2019)
Kai Hu, Binwei Shen, Yuan Zhang, Chunhong Cao, Fen Xiao, Xieping Gao
Automatic segmentation of retinal layer boundaries in OCT images using multiscale convolutional neural network and graph search. Neurocomputing 365 (2019)
Chunhong Cao, Liu Deng, Wei Duan, Fen Xiao, Wanchun Yang, Kai Hu
Hyperspectral image classification via compact-dictionary-based sparse representation. Multim. Tools Appl. 78 (11) (2019)
Fen Xiao, Wenzheng Deng, Liangchan Peng, Chunhong Cao, Kai Hu, Xieping Gao
Multi-scale deep neural network for salient object detection. IET Image Process. 12 (11) (2018)
Kai Hu, Qiaocui Cheng, Bodong Li, Xieping Gao
The complex data denoising in MR images based on the directional extension for the undecimated wavelet transform. Biomed. Signal Process. Control. 39 (2018)
Kai Hu, Zhenzhen Zhang, Xiaorui Niu, Yuan Zhang, Chunhong Cao, Fen Xiao, Xieping Gao
Retinal vessel segmentation of color fundus images using multiscale convolutional neural network with an improved cross-entropy loss function. Neurocomputing 309 (2018)
Fen Xiao, Wenzheng Deng, Liangchan Peng, Chunhong Cao, Kai Hu, Xieping Gao
MSDNN: Multi-Scale Deep Neural Network for Salient Object Detection. CoRR (2018)
Kai Hu, Wei Yang, Xieping Gao
Microcalcification diagnosis in digital mammography using extreme learning machine based on hidden Markov tree model of dual-tree complex wavelet transform. Expert Syst. Appl. 86 (2017)
Kai Hu, Dongshun Cui, Yuan Zhang, Chunhong Cao, Fen Xiao, Guang-Bin Huang
Classification of Foreign Object Debris Using Integrated Visual Features and Extreme Learning Machine. CCCV (3) (2017)
Kai Hu, Xieping Gao, Fei Li
Detection of Suspicious Lesions by Adaptive Thresholding Based on Multiresolution Analysis in Mammograms. IEEE Trans. Instrum. Meas. 60 (2) (2011)