Zhitao Xiao

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 69

Top Topics

Diabetic Retinopathy

Top Venues

Multim. Tools Appl.

Signal Image Video Process.

Publications

Yanbei Liu, Lianxi Fan, Xiao Wang, Zhitao Xiao, Shuai Ma, Yanwei Pang, Jerry Chun-Wei Lin
HGBER: Heterogeneous Graph Neural Network With Bidirectional Encoding Representation. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Yanbei Liu, Wanjin Shan, Xiao Wang, Zhitao Xiao, Lei Geng, Fang Zhang, Dongdong Du, Yanwei Pang
Cross-scale contrastive triplet networks for graph representation learning. Pattern Recognit. 145 (2024)
Yanbei Liu, Yu Zhao, Xiao Wang, Lei Geng, Zhitao Xiao
Multi-Scale Subgraph Contrastive Learning. CoRR (2024)
Dongxu Zhao, Wen Wang, Zhitao Xiao, Fang Zhang
Super-resolution reconstruction of medical images based on deep residual attention network. Multim. Tools Appl. 83 (9) (2024)
Quan Guo, Lei Geng, Zhitao Xiao, Fang Zhang, Yanbei Liu
Mifanet: multi-scale information fusion attention network for determining hatching eggs activity via detecting PPG signals. Neural Comput. Appl. 35 (30) (2023)
Yanbei Liu, Henan Li, Tao Luo, Changqing Zhang, Zhitao Xiao, Ying Wei, Yaozong Gao, Feng Shi, Fei Shan, Dinggang Shen
Structural Attention Graph Neural Network for Diagnosis and Prediction of COVID-19 Severity. IEEE Trans. Medical Imaging 42 (2) (2023)
Yanbei Liu, Shichuan Zhao, Xiao Wang, Lei Geng, Zhitao Xiao, Jerry Chun-Wei Lin
Self-Consistent Graph Neural Networks for Semi-Supervised Node Classification. IEEE Trans. Big Data 9 (4) (2023)
Zhitao Xiao, Xiaomeng Zhang, Yanbei Liu, Lei Geng, Jun Wu, Wen Wang, Fang Zhang
RNN-combined graph convolutional network with multi-feature fusion for tuberculosis cavity segmentation. Signal Image Video Process. 17 (5) (2023)
Jun Wu, Yaxin Zhang, Zhitao Xiao, Fang Zhang, Lei Geng
Automated segmentation of diabetic macular edema in OCT B-scan images based on RCU-Net. Int. J. Imaging Syst. Technol. 33 (1) (2023)
Shuang Liu, Jun Wu, Zhitao Xiao, Lei Geng, Fang Zhang
Automatic Segmentation of Diabetic Macular Edemas and ILM-RPE Layers in Retinal OCT Images Based on MFANet. ICCAI (2023)
Yanbei Liu, Yu Zhao, Xiao Wang, Lei Geng, Zhitao Xiao
Multi-Scale Subgraph Contrastive Learning. IJCAI (2023)
Jun Wu, Shuang Liu, Zhitao Xiao, Fang Zhang, Lei Geng
Region Segmentation of Retina OCT Image Layer Based on MS-UNet. ICCAI (2022)
Yanbei Liu, Jinxin Liu, Zhongqiang Wang, Xiao Wang, Fang Zhang, Zhitao Xiao
Binarized network embedding with community structural information. Inf. Sci. 616 (2022)
Zhitao Xiao, Kai Yin, Lei Geng, Jun Wu, Fang Zhang, Yanbei Liu
Pest identification via hyperspectral image and deep learning. Signal Image Video Process. 16 (4) (2022)
Lei Geng, Quan Guo, Zhitao Xiao, Jun Tong, Yuelong Li
Photoplethysmographic waveform detection for determining hatching egg activity via deep neural network. Signal Image Video Process. 16 (4) (2022)
Lei Geng, Yanyan Zhang, Zhitao Xiao, Fengfeng Yan
Research on Instrument Image Generation Method Based on Conditional Generative Adversarial Network. ICCAI (2021)
Tianle Liu, Jun Tong, Qinghua Guo, Jiangtao Xi, Yanguang Yu, Zhitao Xiao
On the Performance of Massive MIMO Systems With Low-Resolution ADCs and MRC Receivers Over Rician Fading Channels. IEEE Syst. J. 15 (3) (2021)
Zhitao Xiao, Yaxin Zhang, Jun Wu, Xinxin Zhang
SE-MIDNet Based on Deep Learning for Diabetic Retinopathy Classification. ICCAI (2021)
Fang Zhang, Dongxu Zhao, Zhitao Xiao, Jun Wu, Lei Geng, Wen Wang, Yanbei Liu
Rodlike nanoparticle parameter measurement method based on improved Mask R-CNN segmentation. Signal Image Video Process. 15 (3) (2021)
Dongxu Zhao, Fang Zhang, Wen Wang, Zhitao Xiao, Lei Geng
Medical Images Super Resolution Reconstruction based on Residual Network. ICCAI (2021)
Jun Wu, Qianqian Zhang, Mengjia Liu, Zhitao Xiao, Fang Zhang, Lei Geng, Yanbei Liu, Wen Wang
Diabetic macular edema grading based on improved Faster R-CNN and MD-ResNet. Signal Image Video Process. 15 (4) (2021)
Jun Wu, Juan Le, Zhitao Xiao, Fang Zhang, Lei Geng, Yanbei Liu, Wen Wang
Automatic fabric defect detection using a wide-and-light network. Appl. Intell. 51 (7) (2021)
Zhitao Xiao, Quan Guo, Yongmin Guo, Yalong Huang
Ultrasonic A-Scan Image Detection for 3D Braided Composites Based on Convolutional Neural Network. ICCAI (2021)
Yanbei Liu, Lianxi Fan, Changqing Zhang, Tao Zhou, Zhitao Xiao, Lei Geng, Dinggang Shen
Incomplete multi-modal representation learning for Alzheimer's disease diagnosis. Medical Image Anal. 69 (2021)
Lei Geng, Yulong Yang, Zhitao Xiao, Changshun Yin
CAD Cut-piece Retrieval Method Based on Representation Learning. ICCAI (2021)
Jun Wu, Xingxing Ren, Zhitao Xiao, Fang Zhang, Lei Geng, Shihao Zhang
Research on fundus image registration and fusion method based on nonsubsampled contourlet and adaptive pulse coupled neural network. Multim. Tools Appl. 79 (47) (2020)
Fang Zhang, Wen Qin, Yanbei Liu, Zhitao Xiao, Jinxin Liu, Qi Wang, Kaihua Liu
A Dual-Channel convolution neural network for image smoke detection. Multim. Tools Appl. 79 (45-46) (2020)
Lei Geng, Fengfeng Yan, Zhitao Xiao, Fang Zhang, Yanbei Liu
Digital-Display Temperature and Humidity Instrument Recognition Based on YOLOv3 and Character Structure Clustering. ICCAI (2020)
Yanbei Liu, Qi Wang, Xiao Wang, Fang Zhang, Lei Geng, Jun Wu, Zhitao Xiao
Community enhanced graph convolutional networks. Pattern Recognit. Lett. 138 (2020)
Mingjun Ding, Xu Xu, Fang Zhang, Zhitao Xiao, Yanbei Liu, Lei Geng, Jun Wu, Jia Wen, Meng Wang
Saliency detection via background prior and foreground seeds. Multim. Tools Appl. 79 (21-22) (2020)
Lei Geng, Yang Liu, Zhitao Xiao, Jun Tong, Fang Zhang, Jun Wu
Cutting Pattern Positioning Method Based on Improved ROI Pooling of R2CNN. ICCAI (2020)
Xinpeng Zhang, Zhitao Xiao, Fang Zhang, Philip O. Ogunbona, Jiangtao Xi, Jun Tong
Shape-based filter for micro-aneurysm detection. Comput. Electr. Eng. 84 (2020)
Fang Zhang, Xu Xu, Zhitao Xiao, Jun Wu, Lei Geng, Wen Wang, Yanbei Liu
Automated quality classification of colour fundus images based on a modified residual dense block network. Signal Image Video Process. 14 (1) (2020)
Lei Geng, Changshun Yin, Zhitao Xiao, Fang Zhang, Jun Wu
Cutting Piece and CAD Matching Method Based on Feature Retrieval and Shape Segmentation. ICCAI (2020)
Yanbei Liu, Xiao Wang, Shu Wu, Zhitao Xiao
Independence Promoted Graph Disentangled Networks. AAAI (2020)
Lei Geng, Huasong Liu, Zhitao Xiao, Tingyu Yan, Fang Zhang, Yuelong Li
Hatching egg classification based on CNN with channel weighting and joint supervision. Multim. Tools Appl. 79 (21-22) (2020)
Zhitao Xiao, Jincan Zhao, Tianle Liu, Lei Geng, Fang Zhang, Jun Tong
On the Energy Efficiency of Massive MIMO Systems With Low-Resolution ADCs and Lattice Reduction Aided Detectors. Symmetry 12 (3) (2020)
Yanbei Liu, Lei Geng, Fang Zhang, Jun Wu, Liang Zhang, Zhitao Xiao
Unsupervised feature selection based on local structure learning. Multim. Tools Appl. 79 (45-46) (2020)
Zhitao Xiao, Bowen Liu, Lei Geng, Fang Zhang, Yanbei Liu
Segmentation of Lung Nodules Using Improved 3D-UNet Neural Network. Symmetry 12 (11) (2020)
Lei Geng, Yunyun Xu, Zhitao Xiao, Jun Tong
DPSA: dense pixelwise spatial attention network for hatching egg fertility detection. J. Electronic Imaging 29 (2) (2020)
Fang Zhang, Qian Zhang, Zhitao Xiao, Jun Wu, Yanbei Liu
Spherical Nanoparticle Parameter Measurement Method based on Mask R-CNN Segmentation and Edge Fitting. ICCPR (2019)
Zhitao Xiao, Yongmin Guo, Lei Geng, Jun Wu, Fang Zhang, Wen Wang, Yanbei Liu
Acoustic Field of a Linear Phased Array: A Simulation Study of Ultrasonic Circular Tube Material. Sensors 19 (10) (2019)
Yanbei Liu, Wen Qin, Kaihua Liu, Fang Zhang, Zhitao Xiao
A Dual Convolution Network Using Dark Channel Prior for Image Smoke Classification. IEEE Access 7 (2019)
Lei Geng, Zhen Peng, Zhitao Xiao, Jiangtao Xi
End-to-End Multimodal 16-Day Hatching Eggs Classification. Symmetry 11 (6) (2019)
Zhitao Xiao, Bowen Liu, Lei Geng, Jun Wu, Yanbei Liu
Detection of Pulmonary Nodules based on Reception and Faster R-CNN. ICCPR (2019)
Tianle Liu, Jun Tong, Qinghua Guo, Jiangtao Xi, Yanguang Yu, Zhitao Xiao
Energy Efficiency of Massive MIMO Systems With Low-Resolution ADCs and Successive Interference Cancellation. IEEE Trans. Wirel. Commun. 18 (8) (2019)
Yongmin Guo, Zhitao Xiao, Lei Geng, Jun Wu, Fang Zhang, Yanbei Liu, Wen Wang
Fully Convolutional Neural Network With GRU for 3D Braided Composite Material Flaw Detection. IEEE Access 7 (2019)
Zhitao Xiao, Xinxin Zhang, Lei Geng, Fang Zhang, Jun Wu, Yanbei Liu
Research on the Method of Color Fundus Image Optic Cup Segmentation Based on Deep Learning. Symmetry 11 (7) (2019)
Jun Wu, Di Li, Zhitao Xiao, Lei Geng, Fang Zhang, Yanbei Liu, Wen Wang
Retinal Arteriosclerosis Detection Based on Improved VGG-16 Network. J. Medical Imaging Health Informatics 9 (9) (2019)
Tianle Liu, Jun Tong, Qinghua Guo, Jiangtao Xi, Yanguang Yu, Zhitao Xiao
On the Performance of Massive MIMO Systems With Low-Resolution ADCs Over Rician Fading Channels. CoRR (2019)
Yanbei Liu, Xiao Wang, Shu Wu, Zhitao Xiao
Independence Promoted Graph Disentangled Networks. CoRR (2019)
Zhitao Xiao, Mandi Wang, Lei Geng, Jun Wu, Fang Zhang, Chunyan Shan
Optic Cup Segmentation Method by a Modified VGG-16 Network. J. Medical Imaging Health Informatics 9 (1) (2019)
Wenhe Song, Shiliang Lou, Jun Wu, Lei Geng, Fang Zhang, Zhitao Xiao
3D Reconstruction of the Retina Based on Un-Calibrated Fundus Images. J. Medical Imaging Health Informatics 9 (1) (2019)
Mingjun Ding, Xiaodong Yang, Rui Hu, Zhitao Xiao, Jun Tong, Jiangtao Xi
On Matrix Completion-Based Channel Estimators for Massive MIMO Systems. Symmetry 11 (11) (2019)
Lei Geng, Haiyue Wang, Zhitao Xiao, Fang Zhang, Jun Wu, Yanbei Liu
Fully Convolutional Network With Gated Recurrent Unit for Hatching Egg Activity Classification. IEEE Access 7 (2019)
Wen Wang, Zenglai Gao, Lei Geng, Fang Zhang, Zhitao Xiao
Character Segmentation of Digital-Display Temperature and Humidity Instrument Based on Contour Features and Structural Rules. EEET (2018)
Lei Geng, Tingyu Yan, Zhitao Xiao, Jiangtao Xi, Yuelong Li
Hatching eggs classification based on deep learning. Multim. Tools Appl. 77 (17) (2018)
Yuelong Li, Edwin R. Hancock, Zhitao Xiao, Lei Geng, Jun Wu, Fang Zhang, Chunqing Li
Vertex-level three-dimensional shape deformability measurement based on line segment advection. IET Comput. Vis. 12 (4) (2018)
Jun Tong, Rui Hu, Jiangtao Xi, Zhitao Xiao, Qinghua Guo, Yanguang Yu
Linear Shrinkage Estimation of Covariance Matrices Using Low-Complexity Cross-Validation. CoRR (2018)
Jun Tong, Rui Hu, Jiangtao Xi, Zhitao Xiao, Qinghua Guo, Yanguang Yu
Linear shrinkage estimation of covariance matrices using low-complexity cross-validation. Signal Process. 148 (2018)
Lei Geng, Jiangdong Sun, Zhitao Xiao, Fang Zhang, Jun Wu
Combining CNN and MRF for road detection. Comput. Electr. Eng. 70 (2018)
Zhitao Xiao, Jiahao Wang, Lei Geng, Fang Zhang, Jun Tong
On the Robustness of Covariance Matrix Shrinkage-Based Robust Adaptive Beamforming. EEET (2018)
Yanbei Liu, Kaihua Liu, Changqing Zhang, Xiao Wang, Shaona Wang, Zhitao Xiao
Entropy-based active sparse subspace clustering. Multim. Tools Appl. 77 (17) (2018)
Yue Wu, Wen Wang, Fang Zhang, Zhitao Xiao, Jun Wu, Lei Geng
Nanoparticle Size Measurement Method Based on Improved Watershed Segmentation. EEET (2018)
Lei Geng, Yang Liu, Zhitao Xiao, Yuelong Li, Fang Zhang
Fast pedestrian detection using deformable part model and pyramid layer location. J. Electronic Imaging 26 (3) (2017)
Yuelong Li, Jigang Wu, Yawen Chen, Zhitao Xiao, Lei Geng, Fang Zhang, Jun Wu
Is Correlation Ranking Really Reliable for the Performance Counter Selection Conducted for Power Estimation? J. Circuits Syst. Comput. 26 (11) (2017)
Tianle Liu, Jun Tong, Qinghua Guo, Jiangtao Xi, Yanguang Yu, Zhitao Xiao
Energy Efficiency of Uplink Massive MIMO Systems With Successive Interference Cancellation. IEEE Commun. Lett. 21 (3) (2017)
Yuelong Li, Yan Jin, Jianming Wang, Zhitao Xiao, Lei Geng
A framework of uniform contribution embedding of data. Neurocomputing 208 (2016)
Zhitao Xiao, Mengdie Wang, Fang Zhang, Lei Geng, Jun Wu, Long Su, Jun Tong
Retinal vessel segmentation based on adaptive difference of Gauss filter. DSP (2016)
Zhitao Xiao, Fang Zhang, Lei Geng, Jun Wu, Xinpeng Zhang, Long Su, Chunyan Shan
Using Phase Congruency Model for Microaneurysms Detection in Fundus Image. ICPRAM (2) (2015)
Lei Geng, Yang Liu, Zhitao Xiao, Jun Wu, Yang Zhang, Fei Yuan, Zhenjie Yang, Peng Gan, Jingjing Su, Kun Ye
Phase Unwrapping Method Based on Heterodyne Three Frequency Non-equal Step Phase Shift. ICIG (3) (2015)
Zhitao Xiao, Feng Li, Lei Geng, Fang Zhang, Jun Wu, Xinpeng Zhang, Long Su, Chunyan Shan, Zhenjie Yang, Yuling Sun, Yu Xiao, Weiqiang Du
Hard Exudates Detection Method Based on Background-Estimation. ICIG (2) (2015)
Fang Zhang, Ying Chen, Zhitao Xiao, Lei Geng, Jun Wu, Tiejun Feng, Ping Liu, Yufei Tan, Jinjiang Wang
Partial Differential Equation Inpainting Method Based on Image Characteristics. ICIG (3) (2015)
Zhigui Lin, Zhihong Feng, Zhitao Xiao, Qingqing Zhong
Method of analog circuits fusion diagnosis based on BP network and DS theory. ICNC (2010)
Yingping Liu, Zhigui Lin, Zhitao Xiao
Method of fuzzy-evidence reasoning based on similarity measure. FSKD (2010)
Zhitao Xiao, Jun Wu, Lei Geng, Jianming Wang, Nini Xu, Zhigui Lin
Objective Assessment of Pilling of Knitted Fabrics Based on Improved BP Neural Network and Genetic Algorithm. ICNC (1) (2009)
Zhihong Feng, Zhigui Lin, Wei Fang, Wei Wang, Zhitao Xiao
Analog Circuit Fault Fusion Diagnosis Method Based on Support Vector Machine. ISNN (2) (2009)
Zhitao Xiao, Jun Wu, Lei Geng, Jianming Wang, Nini Xu, Jinjun Liu
Improved Integrated Feature Congruency Model and its Application. HPCC (2008)
Zhitao Xiao, Jun Wu
Analysis on Image Symmetry Detection Algorithms. FSKD (4) (2007)
Zhitao Xiao, Zhengxin Hou, Changyun Miao, Jianming Wang
Using phase information for symmetry detection. Pattern Recognit. Lett. 26 (13) (2005)
Zhitao Xiao, Zhengxin Hou
Phase based feature detector consistent with human visual system characteristics. Pattern Recognit. Lett. 25 (10) (2004)