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Deep learning in magnetic resonance prostate segmentation: A review and a new perspective

Nov 16, 2020
David Gillespie, Connah Kendrick, Ian Boon, Cheng Boon, Tim Rattay, Moi Hoon Yap

* 10 pages 

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Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation

Oct 15, 2020
Moi Hoon Yap, Ryo Hachiuma, Azadeh Alavi, Raphael Brungel, Manu Goyal, Hongtao Zhu, Bill Cassidy, Johannes Ruckert, Moshe Olshansky, Xiao Huang, Hideo Saito, Saeed Hassanpour, Christoph M. Friedrich, David Ascher, Anping Song, Hiroki Kajita, David Gillespie, Neil D. Reeves, Joseph Pappachan, Claire O'Shea, Eibe Frank

* 18 pages, 17 figures, 10 tables 

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R-MNet: A Perceptual Adversarial Network for Image Inpainting

Aug 11, 2020
Jireh Jam, Connah Kendrick, Vincent Drouard, Kevin Walker, Gee-Sern Hsu, Moi Hoon Yap

* 10 pages, 7 figures, 3 tables 

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DFUC2020: Analysis Towards Diabetic Foot Ulcer Detection

Apr 24, 2020
Bill Cassidy, Neil D. Reeves, Pappachan Joseph, David Gillespie, Claire O'Shea, Satyan Rajbhandari, Arun G. Maiya, Eibe Frank, Andrew Boulton, David Armstrong, Bijan Najafi, Justina Wu, Moi Hoon Yap

* 10 pages, 6 figures 

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Anysize GAN: A solution to the image-warping problem

Mar 06, 2020
Connah Kendrick, David Gillespie, Moi Hoon Yap


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Spotting Macro- and Micro-expression Intervals in Long Video Sequences

Feb 05, 2020
Ying He, Su-Jing Wang, Jingting Li, Moi Hoon Yap

* 7 pages, 4 figures and 3 tables 

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Symmetric Skip Connection Wasserstein GAN for High-Resolution Facial Image Inpainting

Jan 11, 2020
Jireh Jam, Connah Kendrick, Vincent Drouard, Kevin Walker, Gee-Sern Hsu, Moi Hoon Yap

* 7 pages, 7 figures and 1 Table 

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SAMM Long Videos: A Spontaneous Facial Micro- and Macro-Expressions Dataset

Nov 04, 2019
Chuin Hong Yap, Connah Kendrick, Moi Hoon Yap


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Recognition of Ischaemia and Infection in Diabetic Foot Ulcers: Dataset and Techniques

Sep 11, 2019
Manu Goyal, Neil Reeves, Satyan Rajbhandari, Naseer Ahmad, Chuan Wang, Moi Hoon Yap

* 10 pages, 11 figures and 5 tables 

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Automatic Lesion Boundary Segmentation in Dermoscopic Images with Ensemble Deep Learning Methods

Feb 02, 2019
Manu Goyal, Moi Hoon Yap

* arXiv admin note: text overlap with arXiv:1711.10449 

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Spotting Micro-Expressions on Long Videos Sequences

Dec 26, 2018
Jingting Li, Catherine Soladie, Renaud Sguier, Sujing Wang, Moi Hoon Yap

* 4 pages, 3 figures and 3 tables 

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Semantic Segmentation of Human Thigh Quadriceps Muscle in Magnetic Resonance Images

Aug 09, 2018
Ezak Ahmad, Manu Goyal, Jamie S. McPhee, Hans Degens, Moi Hoon Yap

* 27 pages, 7 figures and 5 tables 

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Region of Interest Detection in Dermoscopic Images for Natural Data-augmentation

Jul 27, 2018
Manu Goyal, Moi Hoon Yap

* Natural Augmentation 

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Multi-Class Lesion Diagnosis with Pixel-wise Classification Network

Jul 24, 2018
Manu Goyal, Jiahua Ng, Moi Hoon Yap

* 6 pages, 4 figures and 2 tables 

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A Review on Facial Micro-Expressions Analysis: Datasets, Features and Metrics

May 07, 2018
Walied Merghani, Adrian K. Davison, Moi Hoon Yap

* Preprint submitted to IEEE Transactions 

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Automated Assessment of Facial Wrinkling: a case study on the effect of smoking

Dec 31, 2017
Omaima FathElrahman Osman, Remah Mutasim Ibrahim Elbashir, Imad Eldain Abbass, Connah Kendrick, Manu Goyal, Moi Hoon Yap

* 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Banff, AB, 2017, pp. 1081-1086 
* 6 pages, 8 figures, Accepted in 2017 IEEE SMC International Conference 

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DFUNet: Convolutional Neural Networks for Diabetic Foot Ulcer Classification

Dec 10, 2017
Manu Goyal, Neil D. Reeves, Adrian K. Davison, Satyan Rajbhandari, Jennifer Spragg, Moi Hoon Yap

* Submitted to IEEE Access Journal 

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Objective Classes for Micro-Facial Expression Recognition

Dec 03, 2017
Adrian K. Davison, Walied Merghani, Moi Hoon Yap

* 11 pages, 4 figures and 5 tables. This paper will be submitted for journal review 

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Multi-class Semantic Segmentation of Skin Lesions via Fully Convolutional Networks

Nov 28, 2017
Manu Goyal, Moi Hoon Yap

* Submitted to IEEE JBHI Special Issue on Skin Lesion Image Analysis for Melanoma Detection 

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Fully Convolutional Networks for Diabetic Foot Ulcer Segmentation

Aug 06, 2017
Manu Goyal, Neil D. Reeves, Satyan Rajbhandari, Jennifer Spragg, Moi Hoon Yap

* 7 pages, 5 figures, 2017 IEEE SMC International Conference (To appear) 

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A Comparative Study of the Clinical use of Motion Analysis from Kinect Skeleton Data

Jul 31, 2017
Sean Maudsley-Barton, Jamie McPheey, Anthony Bukowski, Daniel Leightley, Moi Hoon Yap


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Objective Micro-Facial Movement Detection Using FACS-Based Regions and Baseline Evaluation

Dec 15, 2016
Adrian K. Davison, Cliff Lansley, Choon Ching Ng, Kevin Tan, Moi Hoon Yap


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