Di Xiao

According to our database, Di Xiao authored at least 20 papers between 2012 and 2019.

Collaborative distances:

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

2019

Major automatic diabetic retinopathy screening systems and related core algorithms: a review.

Di Xiao, Alauddin Bhuiyan, Shaun Frost, Janardhan Vignarajan, Mei-Ling Tay-Kearney, Yogesan Kanagasingam

Mach. Vis. Appl., 2019

Robust optic disc and cup segmentation with deep learning for glaucoma detection.

Shuang Yu, Di Xiao, Shaun Frost, Yogesan Kanagasingam

Comput. Medical Imaging Graph., 2019

Color fundus image registration techniques and applications for automated analysis of diabetic retinopathy progression: A review.

Sajib Kumar Saha, Di Xiao, Alauddin Bhuiyan, Tien Yin Wong, Yogesan Kanagasingam

Biomed. Signal Process. Control., 2019

2018

Machine Learning Based Automatic Neovascularization Detection on Optic Disc Region.

Shuang Yu, Di Xiao, Yogesan Kanagasingam

IEEE J. Biomed. Health Informatics, 2018

A novel method for automated correction of non-uniform/poor illumination of retinal images without creating false artifacts.

Sajib Saha, Alexander Fletcher, Di Xiao, Yogesan Kanagasingam

J. Vis. Commun. Image Represent., 2018

Performance Evaluation of State-of-the-Art Local Feature Detectors and Descriptors in the Context of Longitudinal Registration of Retinal Images.

Sajib Kumar Saha, Di Xiao, Shaun Frost, Yogesan Kanagasingam

J. Medical Syst., 2018

A Novel Method for Correcting Non-uniform/Poor Illumination of Color Fundus Photographs.

Sajib Kumar Saha, Di Xiao, Yogesan Kanagasingam

J. Digit. Imaging, 2018

Automated Quality Assessment of Colour Fundus Images for Diabetic Retinopathy Screening in Telemedicine.

Sajib Kumar Saha, Basura Fernando, Jorge Cuadros, Di Xiao, Yogesan Kanagasingam

J. Digit. Imaging, 2018

2017

Deep Learning for Automated Quality Assessment of Color Fundus Images in Diabetic Retinopathy Screening.

Sajib Kumar Saha, Basura Fernando, Jorge Cuadros, Di Xiao, Yogesan Kanagasingam

CoRR, 2017

Exudate detection for diabetic retinopathy with convolutional neural networks.

Shuang Yu, Di Xiao, Yogesan Kanagasingam

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Retinal hemorrhage detection by rule-based and machine learning approach.

Di Xiao, Shuang Yu, Janardhan Vignarajan, Dong An, Mei-Ling Tay-Kearney, Yogi Kanagasingam

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

A Two-Step Approach for Longitudinal Registration of Retinal Images.

Sajib Kumar Saha, Di Xiao, Shaun Frost, Yogesan Kanagasingam

J. Medical Syst., 2016

Improvement of retinal blood vessel detection by spur removal and Gaussian matched filtering compensation.

Di Xiao, Janardhan Vignarajan, Dong An, Mei-Ling Tay-Kearney, Yogi Kanagasingam

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

Detection and measurement of retinal blood vessel pulsatile motion.

Di Xiao, Shaun Frost, Janardhan Vignarajan, Dong An, Mei-Ling Tay-Kearney, Yogi Kanagasingam

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

Design of a Tele-Ophthalmology System for Comprehensive Eye Examination and DR Screening and Its Preliminary Implementation.

Di Xiao, Janardhan Vignarajan, Tingting Chen, Tiantian Ye, Baixiang Xiao, Nathan Congdon, Yogesan Kanagasingam

Proceedings of the Inclusive Smart Cities and Digital Health, 2016

Automatic detection of neovascularization on optic disk region with feature extraction and support vector machine.

Shuang Yu, Di Xiao, Yogesan Kanagasingam

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Establishing an indigenous tele-eye care service.

Yogesan Kanagasingam, Justin R. Boyle, Janardhan Vignarajan, Di Xiao, Ming Zhang

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2013

Region-based multi-step optic disk and cup segmentation from color fundus image.

Di Xiao, Jane Lock, Javier Moreno Manresa, Janardhan Vignarajan, Mei-Ling Tay-Kearney, Yogesan Kanagasingam

Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

Drusen quantification for early identification of age related macular degeneration (AMD) using color fundus imaging.

Alauddin Bhuiyan, Chandan K. Karmakar, Di Xiao, Kotagiri Ramamohanarao, Yogi Kanagasingam

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Retinal image enhancement and registration for the evaluation of longitudinal changes.

Di Xiao, Shaun Frost, Janardhan Vignarajan, Jane Lock, Mei-Ling Tay-Kearney, Yogesan Kanagasingam

Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, 2012