Zobrazeno 1 - 10
of 299
pro vyhledávání: '"Da Cruz, Lyndon"'
We present a robust theoretical framework for the characterisation and manipulation of optical flow, i.e 2D vector fields, in the context of their use in motion estimation algorithms and beyond. The definition of two frames of reference guides the ma
Externí odkaz:
http://arxiv.org/abs/2210.05635
This work considers supervised contrastive learning for semantic segmentation. We apply contrastive learning to enhance the discriminative power of the multi-scale features extracted by semantic segmentation networks. Our key methodological insight i
Externí odkaz:
http://arxiv.org/abs/2203.13409
Autor:
Luengo, Imanol, Grammatikopoulou, Maria, Mohammadi, Rahim, Walsh, Chris, Nwoye, Chinedu Innocent, Alapatt, Deepak, Padoy, Nicolas, Ni, Zhen-Liang, Fan, Chen-Chen, Bian, Gui-Bin, Hou, Zeng-Guang, Ha, Heonjin, Wang, Jiacheng, Wang, Haojie, Guo, Dong, Wang, Lu, Wang, Guotai, Islam, Mobarakol, Giddwani, Bharat, Hongliang, Ren, Pissas, Theodoros, Ravasio, Claudio, Huber, Martin, Birch, Jeremy, Rio, Joan M. Nunez Do, da Cruz, Lyndon, Bergeles, Christos, Chen, Hongyu, Jia, Fucang, KumarTomar, Nikhil, Jha, Debesh, Riegler, Michael A., Halvorsen, Pal, Bano, Sophia, Vaghela, Uddhav, Hong, Jianyuan, Ye, Haili, Huang, Feihong, Wang, Da-Han, Stoyanov, Danail
Surgical scene segmentation is essential for anatomy and instrument localization which can be further used to assess tissue-instrument interactions during a surgical procedure. In 2017, the Challenge on Automatic Tool Annotation for cataRACT Surgery
Externí odkaz:
http://arxiv.org/abs/2110.10965
Our work proposes neural network design choices that set the state-of-the-art on a challenging public benchmark on cataract surgery, CaDIS. Our methodology achieves strong performance across three semantic segmentation tasks with increasingly granula
Externí odkaz:
http://arxiv.org/abs/2108.06119
Autor:
da Cruz, Lyndon1,2,3,4 (AUTHOR) lyndon.dacruz1@nhs.net, Soomro, Taha1,2,3 (AUTHOR) odgeorgiadis@gmail.com, Georgiadis, Odysseas1,2,3 (AUTHOR) bnommiste@tenpoint-tx.com, Nommiste, Britta1 (AUTHOR) p.coffey@ucl.ac.uk, Sagoo, Mandeep S.2,3 (AUTHOR), Coffey, Peter1,2,5 (AUTHOR)
Publikováno v:
Diagnostics (2075-4418). May2024, Vol. 14 Issue 10, p1005. 14p.
Akademický článek
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Publikováno v:
In Mechanism and Machine Theory May 2022 171
Publikováno v:
Graefe's Archive of Clinical & Experimental Ophthalmology; Sep2024, Vol. 262 Issue 9, p3057-3060, 4p
Akademický článek
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Autor:
Cehajic-Kapetanovic, Jasmina, Bellini, Marco P., Taylor, Laura J., Yusuf, Imran H., Soomro, Taha, da Cruz, Lyndon, MacLaren, Robert E.
Publikováno v:
Efficacy & Mechanism Evaluation (EME); May2024, Vol. 11 Issue 9, p1-39, 63p