Guangzhi Ma

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 36

Top Topics

Image Retrieval

Nodule Detection

Top Venues

IEEE Trans. Fuzzy Syst.

IEEE J. Biomed. Health Informatics

Publications

Guangzhi Ma, Jie Lu, Guangquan Zhang
Multisource Domain Adaptation With Interval-Valued Target Data via Fuzzy Neural Networks. IEEE Trans. Fuzzy Syst. 32 (5) (2024)
Guangzhi Ma, Jie Lu, Feng Liu, Zhen Fang, Guangquan Zhang
Multiclass Classification With Fuzzy-Feature Observations: Theory and Algorithms. IEEE Trans. Cybern. 54 (2) (2024)
Lianghai Jin, Yu Zhou, Guangzhi Ma, Enmin Song
Quaternion Deformable Local Binary Pattern and Pose-Correction Facial Decomposition for Color Facial Expression Recognition in the Wild. IEEE Trans. Comput. Soc. Syst. 11 (2) (2024)
Guangzhi Ma, Jie Lu, Feng Liu, Zhen Fang, Guangquan Zhang
Domain Adaptation With Interval-Valued Observations: Theory and Algorithms. IEEE Trans. Fuzzy Syst. 32 (5) (2024)
Jie Lu, Guangzhi Ma, Guangquan Zhang
Fuzzy Machine Learning: A Comprehensive Framework and Systematic Review. IEEE Trans. Fuzzy Syst. 32 (7) (2024)
Jitao Zhong, Guangzhi Ma, Lu Zhang, Quanhong Wang, Shi Qiao, Hong Peng, Bin Hu
Spatio-temporal scale information fusion of Functional Near-Infrared Spectroscopy signal for depression detection. Knowl. Based Syst. 283 (2024)
Guangzhi Ma, Jie Lu, Guangquan Zhang
Interval-Valued Observations-Based Multi-Source Domain Adaptation Using Fuzzy Neural Networks. FUZZ (2023)
Bangcheng Zhan, Enmin Song, Hong Liu, Zhenyu Gong, Guangzhi Ma, Chih-Cheng Hung
CFNet: A medical image segmentation method using the multi-view attention mechanism and adaptive fusion strategy. Biomed. Signal Process. Control. 79 (Part) (2023)
Xiao Yang, Enmin Song, Guangzhi Ma, Yunfeng Zhu, Dongming Yu, Bowen Ding, Xianyuan Wang
YOLO-OB: An improved anchor-free real-time multiscale colon polyp detector in colonoscopy. CoRR (2023)
Liyuan Guo, Lianghai Jin, Guangzhi Ma, Xiangyang Xu
Compact Selective Transformer Based on Information Entropy for Facial Expression Recognition in the Wild. ICIP (2023)
Jiayi Lu, Renchao Jin, Manyang Wang, Enmin Song, Guangzhi Ma
A bidirectional registration neural network for cardiac motion tracking using cine MRI images. Comput. Biol. Medicine 160 (2023)
Yu Zhou, Lianghai Jin, Guangzhi Ma, Xiangyang Xu
Quaternion Capsule Neural Network With Region Attention for Facial Expression Recognition in Color Images. IEEE Trans. Emerg. Top. Comput. Intell. 6 (4) (2022)
Manyang Wang, Renchao Jin, Jiayi Lu, Enmin Song, Guangzhi Ma
Automatic CT liver Couinaud segmentation based on key bifurcation detection with attentive residual hourglass-based cascaded network. Comput. Biol. Medicine 144 (2022)
Guangzhi Ma, Jie Lu, Feng Liu, Zhen Fang, Guangquan Zhang
Multi-class Classification with Fuzzy-feature Observations: Theory and Algorithms. CoRR (2022)
Guangzhi Ma, Xuejing Zhao
Regression of survival data via twin support vector regression. Commun. Stat. Simul. Comput. 51 (9) (2022)
Yuzhou Zhuang, Hong Liu, Enmin Song, Guangzhi Ma, Xiangyang Xu, Chih-Cheng Hung
APRNet: A 3D Anisotropic Pyramidal Reversible Network With Multi-Modal Cross-Dimension Attention for Brain Tissue Segmentation in MR Images. IEEE J. Biomed. Health Informatics 26 (2) (2022)
Ibrahim Omara, Ahmed Hagag, Guangzhi Ma, Fathi E. Abd El-Samie, Enmin Song
A novel approach for ear recognition: learning Mahalanobis distance features from deep CNNs. Mach. Vis. Appl. 32 (1) (2021)
Ahmed Hagag, Ibrahim Omara, Souleyman Chaib, Guangzhi Ma, Fathi E. Abd El-Samie
Dual link distributed source coding scheme for the transmission of satellite hyperspectral imagery. J. Vis. Commun. Image Represent. 78 (2021)
Jiaosong Long, Guangzhi Ma, Enmin Song, Renchao Jin
Learning U-Net Based Multi-Scale Features in Encoding-Decoding for MR Image Brain Tissue Segmentation. Sensors 21 (9) (2021)
Ibrahim Omara, Ahmed Hagag, Souleyman Chaib, Guangzhi Ma, Fathi E. Abd El-Samie, Enmin Song
A Hybrid Model Combining Learning Distance Metric and DAG Support Vector Machine for Multimodal Biometric Recognition. IEEE Access 9 (2021)
Guangzhi Ma, Feng Liu, Guangquan Zhang, Jie Lu
Learning from Imprecise Observations: An Estimation Error Bound based on Fuzzy Random Variables. FUZZ-IEEE (2021)
Hong Liu, Haichao Cao, Enmin Song, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Chuhua Liu, Chih-Cheng Hung
Multi-model Ensemble Learning Architecture Based on 3D CNN for Lung Nodule Malignancy Suspiciousness Classification. J. Digit. Imaging 33 (5) (2020)
Haichao Cao, Hong Liu, Enmin Song, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Tengying Liu, Chih-Cheng Hung
A Two-Stage Convolutional Neural Networks for Lung Nodule Detection. IEEE J. Biomed. Health Informatics 24 (7) (2020)
Haichao Cao, Hong Liu, Enmin Song, Chih-Cheng Hung, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Jianguo Lu
Dual-branch residual network for lung nodule segmentation. Appl. Soft Comput. 86 (2020)
Jiaosong Long, Guangzhi Ma, Hong Liu, Enmin Song, Chih-Cheng Hung, Xiangyang Xu, Renchao Jin, Yuzhou Zhuang, DaiYang Liu
Cascaded hybrid residual U-Net for glioma segmentation. Multim. Tools Appl. 79 (33-34) (2020)
Ibrahim Omara, Guangzhi Ma, Enmin Song
LDM-DAGSVM: Learning Distance Metric via DAG Support Vector Machine for Ear Recognition Problem. IJCB (2020)
Haichao Cao, Hong Liu, Enmin Song, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Tengying Liu, Chih-Cheng Hung
Multi-Branch Ensemble Learning Architecture Based on 3D CNN for False Positive Reduction in Lung Nodule Detection. IEEE Access 7 (2019)
Haichao Cao, Hong Liu, Enmin Song, Chih-Cheng Hung, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Jianguo Lu
Dual-branch residual network for lung nodule segmentation. CoRR (2019)
Lianghai Jin, Wenhua Zhang, Guangzhi Ma, Enmin Song
Learning deep CNNs for impulse noise removal in images. J. Vis. Commun. Image Represent. 62 (2019)
Mudhafar Jalil Jassim Ghrabat, Guangzhi Ma, Zaid Ameen Abduljabbar, Mustafa A. Al Sibahee, Safa Jalil Jassim
Greedy Learning of Deep Boltzmann Machine (GDBM)'s Variance and Search Algorithm for Efficient Image Retrieval. IEEE Access 7 (2019)
Haichao Cao, Hong Liu, Enmin Song, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Tengying Liu, Chih-Cheng Hung
Two-Stage Convolutional Neural Network Architecture for Lung Nodule Detection. CoRR (2019)
Mudhafar Jalil Jassim Ghrabat, Guangzhi Ma, Ismail Yaqub Maolood, Shayem Saleh Alresheedi, Zaid Ameen Abduljabbar
An effective image retrieval based on optimized genetic algorithm utilized a novel SVM-based convolutional neural network classifier. Hum. centric Comput. Inf. Sci. 9 (2019)
Lianghai Jin, Zhiliang Zhu, Enmin Song, Guangzhi Ma
Impulse noise reduction in color images based on mean shift and channel suppression. J. Electronic Imaging 27 (04) (2018)
Mudhafar Jalil Jassim Ghrabat, Guangzhi Ma, Chih Cheng
Towards Efficient for Learning Model Image Retrieval. SKG (2018)
Junfei Guo, Qi Han, Guangzhi Ma, Hong Liu, Seth van Hooland
Tunable discounting and visual exploration for language models. Neurocomputing 269 (2017)
Mali Yu, Enmin Song, Renchao Jin, Hong Liu, Xiangyang Xu, Guangzhi Ma
A novel method for fusion of differently exposed images based on spatial distribution of intensity for ubiquitous multimedia. Multim. Tools Appl. 74 (8) (2015)
Qaisar Abbas, M. Emre Celebi, Carmen Serrano, Irene Fondón García, Guangzhi Ma
Pattern classification of dermoscopy images: A perceptually uniform model. Pattern Recognit. 46 (1) (2013)
Guangzhi Ma, Enmin Song, Chih-Cheng Hung, Li Su, Dongshan Huang
Multiple costs based decision making with back-propagation neural networks. Decis. Support Syst. 52 (3) (2012)
Enmin Song, Dongshan Huang, Guangzhi Ma, Chih-Cheng Hung
Semi-supervised multi-class Adaboost by exploiting unlabeled data. Expert Syst. Appl. 38 (6) (2011)
Edward Jung, Chih-Cheng Hung, Guangzhi Ma, Seonho Choi
The investigation of the structural properties of machines for the design of secure and trustworthy systems. RACS (2011)
Edward Jung, Chih-Cheng Hung, Guangzhi Ma, Seonho Choi
A unified design method utilizing decomposability and composability for secure systems. RACS (2011)
Guangzhi Ma, Yansheng Lu, Enmin Song, Wei Zhang
Introducing Gene Clusters into a P2P Based TSP Solving Algorithm. CSIE (4) (2009)
Dongshan Huang, Enmin Song, Guangzhi Ma, Huirong Zhan, Chih-Cheng Hung
A new cross-training approach by using labeled data. SAC (2009)
Guojun Zhang, Enmin Song, Guangzhi Ma, Wei Zhang
Attribute Reduction Algorithm Research Based on Rough Core and Back Elimination. ICYCS (2008)