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FatNet: A Feature-attentive Network for 3D Point Cloud Processing


Apr 07, 2021
Chaitanya Kaul, Nick Pears, Suresh Manandhar

* Published at ICPR 2020 (Oral). arXiv admin note: substantial text overlap with arXiv:1905.07650 

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A Human Ear Reconstruction Autoencoder


Oct 07, 2020
Hao Sun, Nick Pears, Hang Dai

* Submitted to VISAPP 

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Divided We Stand: A Novel Residual Group Attention Mechanism for Medical Image Segmentation


Dec 04, 2019
Chaitanya Kaul, Nick Pears, Suresh Manandhar


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Towards a complete 3D morphable model of the human head


Nov 18, 2019
Stylianos Ploumpis, Evangelos Ververas, Eimear O' Sullivan, Stylianos Moschoglou, Haoyang Wang, Nick Pears, William A. P. Smith, Baris Gecer, Stefanos Zafeiriou

* 17 pages, 15 figures, submitted to Transactions on Pattern Analysis and Machine Intelligence (TPAMI) on the 9th of October as an extension paper of the original oral CVPR parer : arXiv:1903.03785 

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Penalizing small errors using an Adaptive Logarithmic Loss


Oct 22, 2019
Chaitanya Kaul, Nick Pears, Suresh Manandhar


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SAWNet: A Spatially Aware Deep Neural Network for 3D Point Cloud Processing


May 18, 2019
Chaitanya Kaul, Nick Pears, Suresh Manandhar


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Combining 3D Morphable Models: A Large scale Face-and-Head Model


Mar 09, 2019
Stylianos Ploumpis, Haoyang Wang, Nick Pears, William A. P. Smith, Stefanos Zafeiriou

* 9 pages, 8 figures. To appear in the Proceedings of Computer Vision and Pattern Recognition (CVPR), June 2019, Los Angeles, USA 

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FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation


Feb 08, 2019
Chaitanya Kaul, Suresh Manandhar, Nick Pears


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Vehicle classification using ResNets, localisation and spatially-weighted pooling


Oct 15, 2018
Rohan Watkins, Nick Pears, Suresh Manandhar

* 15 pages 

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Non-rigid 3D Shape Registration using an Adaptive Template


Sep 22, 2018
Hang Dai, Nick Pears, William Smith


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Automatic 3D modelling of craniofacial form


Jan 21, 2016
Nick Pears, Christian Duncan

* 57 pages 

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