2020

Marsden, Mark, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Antony, Joseph ORCID: 0000-0001-6493-7829, Wei, Haolin, Redzic, Milan, Tang, Jian, Hu, Zhilan, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2020) Investigating class-level difficulty factors in multi-label classification problems. In: IEEE International Conference on Multimedia & Expo, 6 - 10 July 2020, London, UK. (Virtual).

2019

Marsden, Mark (2019) Crowd behaviour and congestion analysis through deep machine learning. PhD thesis, Dublin City University.

2018

Marsden, Mark, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Little, Suzanne ORCID: 0000-0003-3281-3471, Keogh, Ciara E. and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2018) People, penguins and Petri dishes: adapting object counting models to new visual domains and object types without forgetting. In: Computer Vision and Pattern Recognition 2018, 18-22 Jun 2018, Salt Lake City, USA.

Ballas, Camille, Marsden, Mark, Zhang, Dian ORCID: 0000-0001-5659-5865, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Little, Suzanne ORCID: 0000-0003-3281-3471 (2018) Performance of video processing at the edge for crowd-monitoring applications. In: 4th IEEE World Forum on Internet of Things (WF-IoT 2018), 5-8 Feb 2018, Singapore. ISBN 978-1-4673-9944-9

2017

Marsden, Mark, Little, Suzanne ORCID: 0000-0003-3281-3471, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2017) Fully convolutional crowd counting on highly congested scenes. In: 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), 27 Feb - 1 Mar 2017, Porto, Portugal. ISBN 978-989-758-226-4

Marsden, Mark, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Little, Suzanne ORCID: 0000-0003-3281-3471 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2017) ResnetCrowd: a residual deep learning architecture for crowd counting, violent behaviour detection and crowd density level classification. In: 2017 IEEE International Conference on Advanced Video and Signal-based Surveillance, 29 Aug-1 Sep 2017, Lecce, Italy.

Marsden, Mark, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Little, Suzanne ORCID: 0000-0003-3281-3471 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2017) ResnetCrowd: a residual deep learning architecture for crowd counting, violent behaviour detection and crowd density level classification. In: 2017 IEEE Conference On Advanced Video and Signal-based Surveillance, 29th Aug-1st Sep 2017, Lecce, Italy.

Panchanathan, Sethuraman, Chakraborty, Shayok, McDaniel, Troy, Tadayon, Ramin, Fakhri, Bijan, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Marsden, Mark, Little, Suzanne ORCID: 0000-0003-3281-3471, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and Monaghan, David ORCID: 0000-0002-5169-9902 (2017) Enriching the fan experience in a smart stadium using internet of things technologies. International Journal of Semantic Computing, 11 (2). pp. 137-170. ISSN 1793-351X

Panchanathan, Sethuraman, Chakraborty, Shayok, McDaniel, Troy, Ramin, Tadayon, Fakhri, Bijan, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Marsden, Mark, Little, Suzanne ORCID: 0000-0003-3281-3471, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and Monaghan, David ORCID: 0000-0002-5169-9902 (2017) Enriching the fan experience in a smart stadium using internet of things technologies. International Journal of Semantic Computing, 11 (2). pp. 1-34. ISSN 1793-351X

Panchanathan, Sethuraman, Chakraborty, Shayok, McDaniel, Troy, Bunch, Matt, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Little, Suzanne ORCID: 0000-0003-3281-3471, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and Marsden, Mark (2017) Smart stadium for smarter living: enriching the fan experience. In: 2016 IEEE International Symposium on Multimedia (ISM), 11-13 Dec 2016, San Jose, USA. ISBN 978-1-5090-4571-6

2016

Marsden, Mark, Mohedano, Eva, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Calafell, Andrea, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Zhou, Jiang ORCID: 0000-0002-3067-8512, Azevedo, Lucas, Daudert, Tobias, Davis, Brian ORCID: 0000-0002-5759-2655, Hurlimann, Manuela, Afli, Haithem ORCID: 0000-0002-7449-4707, Du, Jinhua, Ganguly, Debasis ORCID: 0000-0003-0050-7138, Li, Wei B. ORCID: 0000-0001-7347-3501, Way, Andy ORCID: 0000-0001-5736-5930 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2016) Dublin City University and partners’ participation in the INS and VTT tracks at TRECVid 2016. In: TRECVid Conference, 14-16 Nov 2016, Gaithersburg, Md., USA.

Marsden, Mark, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Little, Suzanne ORCID: 0000-0003-3281-3471 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2016) Holistic features for real-time crowd behaviour anomaly detection. In: 2016 IEEE International Conference on Image Processing, 25-28 Sept 2016, Phoenix, AZ, USA. ISBN Electronic ISSN: 2381-8549