Statistical Model for the Classification of the Wavelet Transforms of T-ray Pulses. - Xiao-Xia Yin; Brian Wai-Him Ng; Bradley Ferguson; Samuel P. Mickan; Derek Abbott (ICPR (3), 2006)

Wavelet Based Local Coherent Tomography with an Application in Terahertz Imaging. - Xiao-Xia Yin; Brian Wai-Him Ng; Bradley Ferguson; Derek Abbott (CAIP, 2007)

Enhanced T-ray signal classification using wavelet preprocessing. - Xiao-Xia Yin; K. M. Kong; J. W. Lim; Brian Wai-Him Ng; Bradley Ferguson; Samuel P. Mickan; Derek Abbott (Medical Biol. Eng. Comput., 2007)

T-Ray Sensing and Imaging. - 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; et al. (Proc. IEEE, 2007)

Local Reconstruction for Three Dimensional Terahertz Imaging Using a CW Quantum Cascade Laser. - Xiao-Xia Yin; Brian Wai-Him Ng; Derek Abbott; J. A. Zeitler; K. L. Nguyen; L. Gladden (IPCV, 2008)

Wavelet based local tomographic image using terahertz techniques. - Xiao-Xia Yin; Brian Wai-Him Ng; Bradley Ferguson; Derek Abbott (Digit. Signal Process., 2009)

Tensor based sparse decomposition of 3D shape for visual detection of mirror symmetry. - Xiao-Xia Yin; Brian Wai-Him Ng; Kotagiri Ramamohanarao; Derek Abbott (Comput. Methods Programs Biomed., 2012)

Exploiting sparsity and low-rank structure for the recovery of multi-slice breast MRIs with reduced sampling error. - Xiao-Xia Yin; Brian Wai-Him Ng; Kotagiri Ramamohanarao; A. Baghai-Wadji; Derek Abbott (Medical Biol. Eng. Comput., 2012)

Anatomical landmark localization in breast dynamic contrast-enhanced MR imaging. - Xiao-Xia Yin; Brian Wai-Him Ng; Qing Yang 031; A. Pitman; Kotagiri Ramamohanarao; Derek Abbott (Medical Biol. Eng. Comput., 2012)

Unsupervised Segmentation of Blood Vessels from Colour Retinal Fundus Images. - Xiao-Xia Yin; Brian Wai-Him Ng; Jing He 004; Yanchun Zhang; Derek Abbott (HIS, 2014)

Complex extreme learning machine applications in terahertz pulsed signals feature sets. - Xiao-Xia Yin; Sillas Hadjiloucas; Yanchun Zhang (Comput. Methods Programs Biomed., 2014)

Application of complex extreme learning machine to multiclass classification problems with high dimensionality: A THz spectra classification problem. - Xiao-Xia Yin; Sillas Hadjiloucas; Jing He 004; Yanchun Zhang; Y. Wang; David Dapeng Zhang (Digit. Signal Process., 2015)

Action-02MCF: A Robust Space-Time Correlation Filter for Action Recognition in Clutter and Adverse Lighting Conditions. - Anwaar Ul Haq; Xiao-Xia Yin; Yunchan Zhang; Iqbal Gondal (ACIVS, 2016)

Pattern identification of biomedical images with time series: Contrasting THz pulse imaging with DCE-MRIs. - Xiao-Xia Yin; Sillas Hadjiloucas; Yanchun Zhang; Min-Ying Su; Yuan Miao 001; Derek Abbott (Artif. Intell. Medicine, 2016)

Classification of THz pulse signals using two-dimensional cross-correlation feature extraction and non-linear classifiers. - Siuly Siuly; Xiao-Xia Yin; Sillas Hadjiloucas; Yanchun Zhang (Comput. Methods Programs Biomed., 2016)

Exploring the complementarity of THz pulse imaging and DCE-MRIs: Toward a unified multi-channel classification and a deep learning framework. - Xiao-Xia Yin; Yanchun Zhang; J. Cao; Jianlin Wu; Sillas Hadjiloucas (Comput. Methods Programs Biomed., 2016)

Simulation of dopamine modulation-based memory model. - Xiao-Xia Yin; Rubin Wang (Neurocomputing, 2016)

FACE: Fully Automated Context Enhancement for night-time video sequences. - Anwaar Ul Haq; Xiao-Xia Yin; Jing He 004; Yanchun Zhang (J. Vis. Commun. Image Represent., 2016)

A fast and robust face recognition approach combining Gabor learned dictionaries and collaborative representation. - Yu Cheng; Zhigang Jin; Hongcai Chen; Yanchun Zhang; Xiao-Xia Yin (Int. J. Mach. Learn. Cybern., 2016)

Accurate vessel segmentation using maximum entropy incorporating line detection and phase-preserving denoising. - Dinesh Pandey; Xiao-Xia Yin; Hua Wang 002; Yanchun Zhang (Comput. Vis. Image Underst., 2017)

Early Diagnosis of Alzheimer's Disease by Ensemble Deep Learning Using FDG-PET. - Chuanchuan Zheng; Yong Xia 001; Yuanyuan Chen; Xiao-Xia Yin; Yanchun Zhang (IScIDE, 2018)

On Space-Time Filtering Framework for Matching Human Actions Across Different Viewpoints. - Anwaar Ul Haq; Xiao-Xia Yin; Jing He 004; Yanchun Zhang (IEEE Trans. Image Process., 2018)

Artery/vein classification of retinal vessels using classifiers fusion. - Xiao-Xia Yin; Samra Irshad; Yanchun Zhang (Health Inf. Sci. Syst., 2019)

A New Modified Newton-Type Iteration Methods for Solving Generalized Absolute Value Equations. - Xu Li; Xiao-Xia Yin (CoRR, 2021)

Automatic breast tissue segmentation in MRIs with morphology snake and deep denoiser training via extended Stein's unbiased risk estimator. - Xiao-Xia Yin; Yunxiang Jian; Yang Zhang; Yanchun Zhang; Jianlin Wu; Hui Lu; Min-Ying Su (Health Inf. Sci. Syst., 2021)

MRI radiogenomics for intelligent diagnosis of breast tumors and accurate prediction of neoadjuvant chemotherapy responses-a review. - Xiao-Xia Yin; Sillas Hadjiloucas; Yanchun Zhang; Zhihong Tian (Comput. Methods Programs Biomed., 2022)

A Review on Predicting Drug Target Interactions Based on Machine Learning. - Wen Shi; Dandan Peng; Jinyuan Luo; Guozhu Chen; Hong Yang 003; Linhai Xie; Xiao-Xia Yin; Yanchun Zhang (HIS, 2023)

Digital Filtering Techniques Using Fuzzy-Rules Based Logic Control. - Xiao-Xia Yin; Sillas Hadjiloucas (J. Imaging, 2023)

A review of machine learning-based methods for predicting drug-target interactions. - Wen Shi; Hong Yang 003; Linhai Xie; Xiao-Xia Yin; Yanchun Zhang (Health Inf. Sci. Syst., 2024)