Xiao-Xia Yin

According to our database, Xiao-Xia Yin authored at least 29 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A review of machine learning-based methods for predicting drug-target interactions.

Wen Shi, Hong Yang, Linhai Xie, Xiao-Xia Yin, Yanchun Zhang

Health Inf. Sci. Syst., December, 2024

2023

Digital Filtering Techniques Using Fuzzy-Rules Based Logic Control.

Xiao-Xia Yin, Sillas Hadjiloucas

J. Imaging, 2023

A Review on Predicting Drug Target Interactions Based on Machine Learning.

Wen Shi, Dandan Peng, Jinyuan Luo, Guozhu Chen, Hong Yang, Linhai Xie, Xiao-Xia Yin, Yanchun Zhang

Proceedings of the Health Information Science - 12th International Conference, 2023

2022

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

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

A New Modified Newton-Type Iteration Methods for Solving Generalized Absolute Value Equations.

Xu Li, Xiao-Xia Yin

CoRR, 2021

2019

Artery/vein classification of retinal vessels using classifiers fusion.

Xiao-Xia Yin, Samra Irshad, Yanchun Zhang

Health Inf. Sci. Syst., 2019

2018

On Space-Time Filtering Framework for Matching Human Actions Across Different Viewpoints.

Anwaar Ul Haq, Xiao-Xia Yin, Jing He, Yanchun Zhang

IEEE Trans. Image Process., 2018

Early Diagnosis of Alzheimer's Disease by Ensemble Deep Learning Using FDG-PET.

Chuanchuan Zheng, Yong Xia, Yuanyuan Chen, Xiao-Xia Yin, Yanchun Zhang

Proceedings of the Intelligence Science and Big Data Engineering, 2018

2017

Accurate vessel segmentation using maximum entropy incorporating line detection and phase-preserving denoising.

Dinesh Pandey, Xiao-Xia Yin, Hua Wang, Yanchun Zhang

Comput. Vis. Image Underst., 2017

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

FACE: Fully Automated Context Enhancement for night-time video sequences.

Anwaar Ul Haq, Xiao-Xia Yin, Jing He, Yanchun Zhang

J. Vis. Commun. Image Represent., 2016

Simulation of dopamine modulation-based memory model.

Xiao-Xia Yin, Rubin Wang

Neurocomputing, 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

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

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, Derek Abbott

Artif. Intell. Medicine, 2016

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

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015

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, Yanchun Zhang, Y. Wang, David Dapeng Zhang

Digit. Signal Process., 2015

2014

Complex extreme learning machine applications in terahertz pulsed signals feature sets.

Xiao-Xia Yin, Sillas Hadjiloucas, Yanchun Zhang

Comput. Methods Programs Biomed., 2014

Unsupervised Segmentation of Blood Vessels from Colour Retinal Fundus Images.

Xiao-Xia Yin, Brian Wai-Him Ng, Jing He, Yanchun Zhang, Derek Abbott

Proceedings of the Health Information Science - Third International Conference, 2014

2012

Anatomical landmark localization in breast dynamic contrast-enhanced MR imaging.

Xiao-Xia Yin, Brian Wai-Him Ng, Qing Yang, A. Pitman, Kotagiri Ramamohanarao, Derek Abbott

Medical Biol. Eng. Comput., 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

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

2009

Wavelet based local tomographic image using terahertz techniques.

Xiao-Xia Yin, Brian Wai-Him Ng, Bradley Ferguson, Derek Abbott

Digit. Signal Process., 2009

2008

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

Proceedings of the 2008 International Conference on Image Processing, 2008

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, Derek Abbott

Proc. IEEE, 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

Wavelet Based Local Coherent Tomography with an Application in Terahertz Imaging.

Xiao-Xia Yin, Brian Wai-Him Ng, Bradley Ferguson, Derek Abbott

Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

2006

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

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006