Xiaohong W. Gao

According to our database, Xiaohong W. Gao authored at least 36 papers between 2000 and 2023.

Collaborative distances:

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

2023

Fusion of colour contrasted images for early detection of oesophageal squamous cell dysplasia from endoscopic videos in real time.

Xiaohong W. Gao, Stephen Taylor, Wei Pang, Rui Hui, Xin Lu, Barbara Braden

Inf. Fusion, April, 2023

An Evolutionary Approach to Automated Class-Specific Data Augmentation for Image Classification.

Silviu Tudor Marc, Roman V. Belavkin, David Windridge, Xiaohong W. Gao

Proceedings of the Dynamics of Information Systems - 6th International Conference, 2023

2022

COVID-VIT: Classification of Covid-19 from 3D CT chest images based on vision transformer model.

Xiaohong W. Gao, Maleika Heenaye-Mamode Khan, Rui Hui, Zhengmeng Tian, Yu Qian, Alice Gao, Sunilduth Baichoo

Proceedings of the 3rd International Conference on Next Generation Computing Applications, 2022

Early detection of oesophageal cancer through colour contrast enhancement for data augmentation.

Xiaohong W. Gao, Stephen Taylor, Wei Pang, Xin Lu, Barbara Braden

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

Detection of human papillomavirus (HPV) from super resolution microscopic images applying a texture transformer network.

Xiaohong W. Gao, Xuesong Wen, Dong Li, Weiping Liu, Jichun Xiong, Xuefeng Liu

Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022

2021

Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy.

Sharib Ali, Mariia Dmitrieva, Noha M. Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan J. Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James E. East, Jens Rittscher

Medical Image Anal., 2021

Evaluation of GAN Architectures For Visualisation of HPV Viruses From Microscopic Images.

Xiaohong W. Gao, Xuesong Wen, Dong Li, Weiping Liu, Jichun Xiong, Bin Xu, Juan Liu, Heng Zhang, Xuefeng Liu

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

COVID-CBR: A Deep Learning Architecture Featuring Case-Based Reasoning for Classification of COVID-19 from Chest X-Ray Images.

Xiaohong W. Gao, Alice Gao

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020

Analysis of tuberculosis severity levels from CT pulmonary images based on enhanced residual deep learning architecture.

Xiaohong W. Gao, Carl James-Reynolds, Edward Currie

Neurocomputing, 2020

A translational pathway of deep learning methods in GastroIntestinal Endoscopy.

Sharib Ali, Mariia Dmitrieva, Noha M. Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan J. Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James E. East, Jens Rittscher

CoRR, 2020

Transfer Learning For Endoscopy Disease Detection & Segmentation With Mask-RCNN Benchmark Architecture.

Shahadate Rezvy, Tahmina Zebin, Barbara Braden, Wei Pang, Stephen Taylor, Xiaohong W. Gao

Proceedings of the 2nd International Workshop and Challenge on Computer Vision in Endoscopy, 2020

Artefact Detection and Segmentation based on a Deep Learning system.

Xiaohong W. Gao, Barbara Braden

Proceedings of the 2nd International Workshop and Challenge on Computer Vision in Endoscopy, 2020

2019

Towards Real-Time Detection of Squamous Pre-Cancers from Oesophageal Endoscopic Videos.

Xiaohong W. Gao, Barbara Braden, Stephen Taylor, Wei Pang

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018

Analysing TB Severity Levels with an Enhanced Deep re-sidual Learning - Depth-Resnet.

Xiaohong W. Gao, Carl James-Reynolds, Edward Currie

Proceedings of the Working Notes of CLEF 2018, 2018

2017

A fused deep learning architecture for viewpoint classification of echocardiography.

Xiaohong W. Gao, Wei Li, Martin J. Loomes, Lianyi Wang

Inf. Fusion, 2017

Classification of CT brain images based on deep learning networks.

Xiaohong W. Gao, Rui Hui, Zengmin Tian

Comput. Methods Programs Biomed., 2017

Application of Deep Learning Neural Network for Classification of TB lung CT Images based on Patches.

Xiaohong W. Gao, Yu Qian

Proceedings of the Working Notes of CLEF 2017, 2017

2016

A new approach to image enhancement for the visually impaired.

Xiaohong W. Gao, Monica Loomes

Proceedings of the Color Imaging XXI: Displaying, 2016

2015

The Application of KAZE Features to the Classification Echocardiogram Videos.

Wei Li, Yu Qian, Martin J. Loomes, Xiaohong W. Gao

Proceedings of the Multimodal Retrieval in the Medical Domain, 2015

2014

Feature wise representation for both still and motion 3D medical images.

Xiaohong W. Gao

Proceedings of the 2014 Southwest Symposium on Image Analysis and Interpretation, 2014

2013

3D CBIR with sparse coding for image-guided neurosurgery.

Yu Qian, Rui Hui, Xiaohong W. Gao

Signal Process., 2013

2012

The Synergy of 3D SIFT and Sparse Codes for Classification of Viewpoints from Echocardiogram Videos.

Yu Qian, Lianyi Wang, Chunyan Wang, Xiaohong W. Gao

Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2012

Colour based image retrieval with embedded chromatic contrast.

Xiaohong W. Gao, Yu Qian, Yuanlei Wang, Anthony White

Proceedings of the 6th European Conference on Colour in Graphics, Imaging, and Vision, 2012

2011

A collection of benchmark images for traffic sign research.

Xiaohong W. Gao

Proceedings of the 17th International Conference on Digital Signal Processing, 2011

2008

Colour Vision Model-Based Approach for Segmentation of Traffic Signs.

Xiaohong W. Gao, Kunbin Hong, Peter J. Passmore, Lubov Podladchikova, Dmitry Shaposhnikov

EURASIP J. Image Video Process., 2008

From medical imaging to medical informatics.

Henning Müller, Xiaohong W. Gao, Shuqian Luo

Comput. Methods Programs Biomed., 2008

Toward a Robust System to Monitor Head Motions during PET Based on Facial Landmark Detection: A New Approach.

Sergey Anishchenko, Vladislav Osinov, Dmitry Shaposhnikov, Lubov Podladchikova, Richard Comley, Xiaohong W. Gao

Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

2007

A Fast Approach to Segmentation of PET Brain Images for Extraction of Features.

Xiaohong W. Gao, John Clark

Proceedings of the Medical Imaging and Informatics, 2nd International Conference, 2007

Prototype System for Semantic Retrieval of Neurological PET Images.

Stephen Batty, John Clark, Tim D. Fryer, Xiaohong W. Gao

Proceedings of the Medical Imaging and Informatics, 2nd International Conference, 2007

2006

Recognition of traffic signs based on their colour and shape features extracted using human vision models.

Xiaohong W. Gao, Lubov Podladchikova, Dmitry Shaposhnikov, Kunbin Hong, Natalia Shevtsova

J. Vis. Commun. Image Represent., 2006

Medical imaging and telemedicine - from medical data production, to processing, storing, and sharing: A short outlook.

Henning Müller, Xiaohong W. Gao, Qiang Lin, Thomas Martin Lehmann, Simon A. Thom, Paolo Inchingolo, Jyh-Cheng Chen, John Clark

Comput. Medical Imaging Graph., 2006

2003

Application of Vision Models to Traffic Sign Recognition.

Xiaohong W. Gao, Lubov Podladchikova, Dmitry Shaposhnikov

Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

2002

Vision Models Based Identification of Traffic Signs.

Xiaohong W. Gao, Natalia Shevtsova, Kunbin Hong, Stephen Batty, Lubov N. Podladchikova, Alexander V. Golovan, Dmitry Shaposhnikov, Valentina I. Gusakova

Proceedings of the First European Conference on Colour in Graphics, Imaging, and Vision, 2002

2001

Extraction of Sagittal Symmetry Planes from Pet Images.

Xiaohong W. Gao, Stephen Batty, John Clark, Tim D. Fryer, Ann Blandford

Proceedings of the IASTED International Conference on Visualization, 2001

A method of vessel tracking for vessel diameter measurement on retinal images.

Xiaohong W. Gao, Anil A. Bharath, Alice V. Stanton, Alun D. Hughes, Neil Chapman, Simon A. Thom

Proceedings of the 2001 International Conference on Image Processing, 2001

2000

Quantification and characterisation of arteries in retinal images.

Xiaohong W. Gao, Anil A. Bharath, Alice V. Stanton, Alun D. Hughes, Neil Chapman, Simon A. Thom

Comput. Methods Programs Biomed., 2000