Xiao-Xia Yin

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 17

Top Topics

Robust Face Recognition

Biomedical Images

Vessel Segmentation

Top Venues

Comput. Methods Programs Biomed.

Health Inf. Sci. Syst.

Artif. Intell. Medicine

Publications

Wen Shi, Hong Yang, Linhai Xie, Xiao-Xia Yin, Yanchun Zhang
A review of machine learning-based methods for predicting drug-target interactions. Health Inf. Sci. Syst. 12 (1) (2024)
Wen Shi, Dandan Peng, Jinyuan Luo, Guozhu Chen, Hong Yang, Linhai Xie, Xiao-Xia Yin, Yanchun Zhang
A Review on Predicting Drug Target Interactions Based on Machine Learning. HIS (2023)
Xiao-Xia Yin, Sillas Hadjiloucas
Digital Filtering Techniques Using Fuzzy-Rules Based Logic Control. J. Imaging 9 (10) (2023)
Xiao-Xia Yin, Sillas Hadjiloucas, Yanchun Zhang, Zhihong Tian
MRI radiogenomics for intelligent diagnosis of breast tumors and accurate prediction of neoadjuvant chemotherapy responses-a review. Comput. Methods Programs Biomed. 214 (2022)
Xu Li, Xiao-Xia Yin
A New Modified Newton-Type Iteration Methods for Solving Generalized Absolute Value Equations. CoRR (2021)
Xiao-Xia Yin, Yunxiang Jian, Yang Zhang, Yanchun Zhang, Jianlin Wu, Hui Lu, Min-Ying Su
Automatic breast tissue segmentation in MRIs with morphology snake and deep denoiser training via extended Stein's unbiased risk estimator. Health Inf. Sci. Syst. 9 (1) (2021)
Xiao-Xia Yin, Samra Irshad, Yanchun Zhang
Artery/vein classification of retinal vessels using classifiers fusion. Health Inf. Sci. Syst. 7 (1) (2019)
Chuanchuan Zheng, Yong Xia, Yuanyuan Chen, Xiao-Xia Yin, Yanchun Zhang
Early Diagnosis of Alzheimer's Disease by Ensemble Deep Learning Using FDG-PET. IScIDE (2018)
Anwaar Ul Haq, Xiao-Xia Yin, Jing He, Yanchun Zhang
On Space-Time Filtering Framework for Matching Human Actions Across Different Viewpoints. IEEE Trans. Image Process. 27 (3) (2018)
Dinesh Pandey, Xiao-Xia Yin, Hua Wang, Yanchun Zhang
Accurate vessel segmentation using maximum entropy incorporating line detection and phase-preserving denoising. Comput. Vis. Image Underst. 155 (2017)
Xiao-Xia Yin, Sillas Hadjiloucas, Yanchun Zhang, Min-Ying Su, Yuan Miao, Derek Abbott
Pattern identification of biomedical images with time series: Contrasting THz pulse imaging with DCE-MRIs. Artif. Intell. Medicine 67 (2016)
Anwaar Ul Haq, Xiao-Xia Yin, Yunchan Zhang, Iqbal Gondal
Action-02MCF: A Robust Space-Time Correlation Filter for Action Recognition in Clutter and Adverse Lighting Conditions. ACIVS (2016)
Yu Cheng, Zhigang Jin, Hongcai Chen, Yanchun Zhang, Xiao-Xia Yin
A fast and robust face recognition approach combining Gabor learned dictionaries and collaborative representation. Int. J. Mach. Learn. Cybern. 7 (1) (2016)
Xiao-Xia Yin, Y. Zhang, J. Cao, J.-L. Wu, Sillas Hadjiloucas
Exploring the complementarity of THz pulse imaging and DCE-MRIs: Toward a unified multi-channel classification and a deep learning framework. Comput. Methods Programs Biomed. 137 (2016)
Xiao-Xia Yin, Rubin Wang
Simulation of dopamine modulation-based memory model. Neurocomputing 194 (2016)
Siuly Siuly, Xiao-Xia Yin, Sillas Hadjiloucas, Yanchun Zhang
Classification of THz pulse signals using two-dimensional cross-correlation feature extraction and non-linear classifiers. Comput. Methods Programs Biomed. 127 (2016)
Anwaar Ul Haq, Xiao-Xia Yin, Jing He, Yanchun Zhang
FACE: Fully Automated Context Enhancement for night-time video sequences. J. Vis. Commun. Image Represent. 40 (2016)
Xiao-Xia Yin, Sillas Hadjiloucas, Jing He, Yanchun Zhang, Y. Wang, David Dapeng Zhang
Application of complex extreme learning machine to multiclass classification problems with high dimensionality: A THz spectra classification problem. Digit. Signal Process. 40 (2015)
Xiao-Xia Yin, Brian Wai-Him Ng, Jing He, Yanchun Zhang, Derek Abbott
Unsupervised Segmentation of Blood Vessels from Colour Retinal Fundus Images. HIS (2014)
Xiao-Xia Yin, Sillas Hadjiloucas, Yanchun Zhang
Complex extreme learning machine applications in terahertz pulsed signals feature sets. Comput. Methods Programs Biomed. 117 (2) (2014)
Xiao-Xia Yin, Brian Wai-Him Ng, Kotagiri Ramamohanarao, Derek Abbott
Tensor based sparse decomposition of 3D shape for visual detection of mirror symmetry. Comput. Methods Programs Biomed. 108 (2) (2012)
Xiao-Xia Yin, Brian Wai-Him Ng, Kotagiri Ramamohanarao, A. Baghai-Wadji, Derek Abbott
Exploiting sparsity and low-rank structure for the recovery of multi-slice breast MRIs with reduced sampling error. Medical Biol. Eng. Comput. 50 (9) (2012)
Xiao-Xia Yin, Brian Wai-Him Ng, Qing Yang, A. Pitman, Kotagiri Ramamohanarao, Derek Abbott
Anatomical landmark localization in breast dynamic contrast-enhanced MR imaging. Medical Biol. Eng. Comput. 50 (1) (2012)
Xiao-Xia Yin, Brian Wai-Him Ng, Bradley Ferguson, Derek Abbott
Wavelet based local tomographic image using terahertz techniques. Digit. Signal Process. 19 (4) (2009)
Xiao-Xia Yin, Brian Wai-Him Ng, Derek Abbott, J. A. Zeitler, K. L. Nguyen, L. Gladden
Local Reconstruction for Three Dimensional Terahertz Imaging Using a CW Quantum Cascade Laser. IPCV (2008)
Withawat Withayachumnankul, Gretel M. Png, Xiao-Xia Yin, Shaghik Atakaramians, Inke Jones, Hungyen Lin, Benjamin Seam Yu Ung, Jegathisvaran Balakrishnan, Brian Wai-Him Ng, Bradley Ferguson, Samuel P. Mickan, Bernd M. Fischer, Derek Abbott
T-Ray Sensing and Imaging. Proc. IEEE 95 (8) (2007)
Xiao-Xia Yin, Brian Wai-Him Ng, Bradley Ferguson, Derek Abbott
Wavelet Based Local Coherent Tomography with an Application in Terahertz Imaging. CAIP (2007)
Xiao-Xia Yin, K. M. Kong, J. W. Lim, Brian Wai-Him Ng, Bradley Ferguson, Samuel P. Mickan, Derek Abbott
Enhanced T-ray signal classification using wavelet preprocessing. Medical Biol. Eng. Comput. 45 (6) (2007)
Xiao-Xia Yin, Brian Wai-Him Ng, Bradley Ferguson, Samuel P. Mickan, Derek Abbott
Statistical Model for the Classification of the Wavelet Transforms of T-ray Pulses. ICPR (3) (2006)