2023

Garcia-Cabrera, Carles ORCID: 0000-0001-8139-9647, Curran, Kathleen, O'Connor, Noel ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2023) Cardiac Magnetic Resonance Phase Detection Using Neural Networks. 2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS) . ISSN 979-8-3503-6021-9

Maniparambil, Mayug, Vorster, Chris, Molloy, Derek, Murphy, Noel, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2023) Enhancing clip with gpt-4: harnessing visual descriptions as prompts. In: International Conference on Computer Vision Workshops 2023, 2-6 Oct 2023, Paris.

Lorandi, Michela ORCID: 0000-0002-6131-8763, A.Mohamed,, Maram and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2023) Adapting the CycleGAN architecture for text style transfer. In: Irish Machine Vision and Image Processing Conference 2023, 30 Aug - 01 Sep 2023, Galway, Ireland.

Brennan, Conor ORCID: 0000-0002-0405-3869 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2023) Site-specific deep learning path loss models based on the method of moments. In: 17th European Conference on Antennas and Propagation (EuCAP23), 26 - 31 Mar 2023, Florence, Italy.

Rai, Ayush K., Krishna, Tarun, Dietlmeier, Julia ORCID: 0000-0001-9980-0910, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2023) Motion aware self-supervision for generic event boundary detection. In: IEEE/CVF Winter Conference on Applications of Computer Vision 2023, 3-7 Jan 2023, Waikoloa, Hawaii.

Hu, Feiyan ORCID: 0000-0001-7451-6438, Palazzo, Simone ORCID: 0000-0002-2441-0982, Proietto Salanitri, Federica ORCID: 0000-0002-6122-4249, Bellitto, Giovanni, Moradi, Morteza, Spampinato, Concetto ORCID: 0000-0001-6653-2577 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2023) TinyHD: Efficient video saliency prediction with heterogeneous decoders using hierarchical maps distillation. In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023, 3-7 Jan 2023, Waikoloa, Hawaii.

Fernandez, Jaime B. ORCID: 0000-0001-9774-3879, Dhingra, Mani ORCID: 0000-0003-0116-9046, Mandal, Sukanya, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Kerr, Aphra ORCID: 0000-0001-5445-7805, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Ali, Muhammad Intizar ORCID: 0000-0002-0674-2131, Cudden, Jamie and Mahon, Kieran (2023) Smart DCU digital twin: towards smarter universities. In: 2023 IEEE International Conference on Digital Twin (Digital Twin 2023), 28-31 Aug 2023, Portsmouth, GB. (In Press)

2022

Kavaliauskas, Paulius ORCID: 0000-0002-1378-8111, Fernandez, Jaime B. ORCID: 0000-0001-9774-3879, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and Jurelionis, Andrius ORCID: 0000-0002-4667-2107 (2022) Automation of construction progress monitoring by integrating 3D point cloud data with an IFC-based BIM model. Buildings, 12 (10). ISSN 2075-5309

Lebron Casas, Luis ORCID: 0000-0002-3230-3589, Graham, Yvette, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2022) Evaluation of automatically generated video captions using vision and language models. In: IEEE International Conference on Image Processing (ICIP), 16-19 Oct 2022, Bordeaux, France. ISBN 978-1-6654-9620-9

Zhou, Jiang ORCID: 0000-0002-3067-8512, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Antony, Joseph ORCID: 0000-0001-6493-7829 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2022) A fine grained quality assessment of video anomaly detection. In: International Conference on Content-based Multimedia Indexing, 14-16 Sept 2022, Graz, Austria. ISBN 978-1-4503-9720-9

Ryan, Frances, Hu, Feiyan ORCID: 0000-0001-7451-6438, Dietlmeier, Julia ORCID: 0000-0001-9980-0910, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2022) Beyond social distancing: application of real-world coordinates in a multi-camera system with privacy protection. In: 24th Irish Machine Vision and Image Processing Conference, 31 Aug - 2 Sept 2022, Belfast. ISBN 978-0-9934207-7-1

Krishna, Tarun, Rai, Ayush K., Djilali, Yasser Abdelaziz Dahou, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2022) Dynamic channel selection in self-supervised learning. In: Irish Machine Vision and Image Processing Conference 2022, 31 Aug - 2 Sept 2022, Belfast. ISBN 978-0-9934207-7-1

Albert, Paul, Saadeldin, Mohamed, Narayanan, Badri, Mac Namee, Brian ORCID: 0000-0003-2518-0274, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Hennessy, Deirdre ORCID: 0000-0002-7375-3754, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Aisling (2022) Utilizing unsupervised learning to improve sward content prediction and herbage mass estimation. In: 29th EGF General Meeting 2022, 26-30 June 2022, Caen, France. ISBN 978-2-7380-1445-0

Lebron, Luis ORCID: 0000-0002-3230-3589, Graham, Yvette, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Kouramas, Konstantinos and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2022) BERTHA: Video captioning evaluation via transfer-learned human assessment. In: 13th Edition of its Language Resources and Evaluation Conference, 21--23 June 2022, Marseille, France.

Arazo, Eric, Aly, Robin ORCID: 0000-0002-6787-0911 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2022) Segmentation enhanced lameness detection in dairy cows from RGB and depth video. In: Workshop on Computer Vision for Animal Behavior Tracking and Modeling (CV4Animals), conference of Computer Vision and Pattern Recognition (CVPR), 20 June 2022, New Orleans, USA.

Moreu, Enric, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2022) Synthetic data for unsupervised polyp segmentation. In: 29th Irish Conference on Artificial Intelligence and Cognitive Science, 9-10 Dec 2021, Dublin, Ireland.

Albert, Paul, Ortego, Diego ORCID: 0000-0002-1011-3610, Arazo, Eric, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2022) Addressing out-of-distribution label noise in webly-labelled data. In: Winter Conference on Applications of Computer Vision (WACV), 4-8 Jan 2022, Kona, Hawaii.

Dietlmeier, Julia ORCID: 0000-0001-9980-0910, Hu, Feiyan ORCID: 0000-0001-7451-6438, Ryan, Frances, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2022) Improving person re-identification with temporal constraints. In: Real Word Surveillance workshop at WACV2022, 8 Jan 2022, Waikoloa, Hawaii.

Maniparambil, Mayug ORCID: 0000-0002-9976-1920, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2022) Base transformers: attention over base data-points for one shot learning. In: 33rd British Machine Vision Conference, 21-24 Nov 2022, London.

Dietlmeier, Julia ORCID: 0000-0001-9980-0910, Hu, Feiyan ORCID: 0000-0001-7451-6438, Ryan, Frances, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2022) Improving person re-Identification with temporal constraints. In: Real World Surveillance: Applications and Challenges (RWS) workshop at WACV 2022, 8 Jan 2022, Waikoloa, Hawaii.

Albert, Paul, Saadeldin, Mohamed, Narayanan, Badri, Fernandez, Jaime B. ORCID: 0000-0001-9774-3879, Mac Namee, Brian, Hennessy, Deirdre ORCID: 0000-0002-7375-3754, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2022) Unsupervised domain adaptation and super resolution on drone images for autonomous dry herbage biomass estimation. In: Agriculture-Vision: 3rd International Workshop and Prize Challenge at CVPR 2022, 19 - 24 June 2022, New Orleans, USA. (In Press)

2021

Moreu, Enric, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Ortego, Diego ORCID: 0000-0002-1011-3610 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2021) Domain randomization for object counting. In: 29th Irish Conference on Artificial Intelligence and Cognitive Science, 9-10 Dec 2021, Dublin, Ireland.

Ortego, Diego ORCID: 0000-0002-1011-3610, Arazo, Eric, Albert, Paul, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2021) Multi-objective interpolation training for robustness to label noise. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 20-25 June 2021, Nashville, TN, USA + Virtual.

Albert, Paul, Saadeldin, Mohamed, Narayanan, Badri, Mac Namee, Brian ORCID: 0000-0003-2518-0274, Hennessy, Deirdre ORCID: 0000-0002-7375-3754, O'Connor, Aisling, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2021) Semi-supervised dry herbage mass estimation using automatic data and synthetic images. In: Workshop on Computer Vision in Plant Phenotyping and Agriculture (CVPPA), 11 Oct 2021, Virtual.

Quinn, Sean ORCID: 0000-0003-0807-1076, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2021) An experimental comparison of knowledge transfer algorithms in deep neural networks. In: Irish Machine Vision and Image Processing Conference (IMVIP), 1-3 Sept 2021, Dublin, Ireland. ISBN 978-0-9934207-6-4

Greene, Richard and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2021) CLADA: Contrastive Learning for Adversarial Domain Adaptation. In: Irish Machine Vision and Image Processing Conference (IMVIP), 1-3 Sept 2021, Dublin, Ireland. ISBN 978-0-9934207-6-4

Garcia-Cabrera, Carles, Curran, Kathleen M. ORCID: 0000-0003-0095-9337, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2021) Semi-supervised learning of cardiac MRI using image registration. In: Irish Machine Vision and Image Processing Conference (IMVIP), 1-3 Sept 2021, Dublin, Ireland. ISBN 978-0-9934207-6-4

Krylov, Vladimir A. ORCID: 0000-0002-9734-5974 and McGuinness, Kevin ORCID: 0000-0003-1336-6477, eds. (2021) Irish Machine Vision and Image Processing Conference, Proceedings. Irish Pattern Recognition & Classification Society, Dublin, Ireland. ISBN 978-0-9934207-6-4

Krishna, Tarun, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2021) Evaluating contrastive models for instance-based image retrieval. In: ACM International Conference on Multimedia Retrieval, 21-24 Aug 2021, Taipei, Taiwan. ISBN 978-1-4503-8463-6

Fonseca, Eduardo ORCID: 0000-0001-9872-3917, Ortego, Diego ORCID: 0000-0002-1011-3610, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Serra, Xavier ORCID: 0000-0003-1395-2345 (2021) Unsupervised contrastive learning of sound event representations. In: IEEE International Conference on Acoustics, Speech and Signal Processing, 6-11 June 2021, Toronto, Canada (Online).

Dietlmeier, Julia ORCID: 0000-0001-9980-0910, Antony, Joseph ORCID: 0000-0001-6493-7829, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2021) How important are faces for person re-identification? In: 25th International Conference on Pattern Recognition (ICPR2020), 10-15 Jan 2021, Milan, Italy (Online).

Hu, Feiyan ORCID: 0000-0001-7451-6438, Mohedano, Eva, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2021) Temporal bilinear encoding network of audio-visual features at low sampling rates. In: 16th International Conference on Computer Vision Theory and Applications - VISAPP 2021, 8-10 Feb 2021, Vienna, Austria (Online). ISBN 978-989-758-488-6

Ortego, Diego ORCID: 0000-0002-1011-3610, Arazo, Eric, Albert, Paul, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2021) Towards robust learning with different label noise distributions. In: International Conference on Pattern Recognition (ICPR) 2020, 10-15 Jan 2021, Milan, Italy (Online).

Hu, Feiyan ORCID: 0000-0001-7451-6438 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2021) FastSal: a computationally efficient network for visual saliency prediction. In: 25th International Conference on Pattern Recognition (ICPR2020), 10-15 Jan 2021, Milan, Italy (Online).

2020

Chakravarthi, Bharathi Raja ORCID: 0000-0002-4575-7934, Rajasekaran, Navaneethan, Arcan, Mihael ORCID: 0000-0002-3116-621X, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McCrae, John P. ORCID: 0000-0002-7227-1331 (2020) Bilingual lexicon induction across orthographically-distinct under-resourced Dravidian languages. In: 7th Workshop on NLP for Similar Languages, Varieties and Dialects, 13 Dec 2020, Barcelona, Spain (Online).

Azcona, David ORCID: 0000-0003-3693-7906, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2020) A comparative study of existing and new deep learning methods for detecting knee injuries using the MRNet dataset. In: 2020 International Conference on Intelligent Data Science Technologies and Applications (IDSTA), 19-22 Oct 2020, Valencia, Spain (Online).

Dietlmeier, Julia ORCID: 0000-0001-9980-0910, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Rugonyi, Sandra, Wilson, Teresa, Nuttall, Alfred and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2020) Few-shot hypercolumn-based mitochondria segmentation in cardiac and outer hair cells in focused ion beam-scanning electron microscopy (FIB-SEM) data. Pattern Recognition Letters, 128 (1). pp. 521-528. ISSN 0167-8655

Yu, Sha ORCID: 0000-0001-9796-1446, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Moore, Patricia, Azcona, David ORCID: 0000-0003-3693-7906 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2020) A smart-site-survey system using Image-based 3D metric reconstruction and interactive panorama visualization. In: 28th ACM International Conference on Multimedia (MM ’20)., 12 - 16 Oct 2020, Seattle, USA (Online).

Arazo Sánchez, Eric, Ortego, Diego ORCID: 0000-0002-1011-3610, Albert, Paul, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2020) Pseudo-labeling and confirmation bias in deep semi-supervised learning. In: 2020 International Joint Conference on Neural Networks, 19 - 24 July 2020, Glasgow, Scotland. ISBN 978-1-7281-6926-2

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).

Antony, Joseph ORCID: 0000-0001-6493-7829, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Moran, Kieran ORCID: 0000-0003-2015-8967 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2020) Feature learning to automatically assess radiographic knee osteoarthritis severity. In: Nanni, Loris, Brahnam, Sheryl, Brattin, Rick, Ghidoni, Stefano and Jain, Lakhmi, (eds.) Deep Learners and Deep Learner Descriptors for Medical Applications. Intelligent Systems Reference Library (ISRL), 186 . Springer, 9 -93. ISBN 978-3-030-42750-4

Djilali, Yasser Abdelaziz Dahou, Sayah, Mohamed, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2020) 3DSAL: an efficient 3D-CNN architecture for video saliency prediction. In: VISAPP: 15th International Conference on Computer Vision Theory and Applications, 27-29 Feb 2020, Valetta, Malta. ISBN 978-989-758-402-2

2019

Sobczak, Szymon ORCID: 0000-0001-8234-2503, Kapela, Rafal ORCID: 0000-0002-0624-7608, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Swietlicka, Aleksandra, Pazderski, Daniel ORCID: 0000-0002-8732-7350 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2019) Restricted Boltzmann machine as an aggregation technique for binary descriptors. The Visual Computer, 37 . pp. 423-432. ISSN 0178-2789

Habib, Wahaj, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Saunders, Matthew, Delaney, Declan ORCID: 0000-0001-7028-3307, Regan, Shane ORCID: 0000-0002-2129-6117 and Connolly, John ORCID: 0000-0002-2897-9711 (2019) Smart observation of management impacts on peatlands function (SmartBog). In: 13th Irish Earth Observation Symposium 2019, 5 - 6th Dec 2019, National University of Ireland, Galway.

Cruz, Charmaine, O'Connell, Jerome, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Martin, James, Perrin, Philip and Connolly, John ORCID: 0000-0002-2897-9711 (2019) iHabiMap: habitat mapping, monitoring and assessment using high-resolution imagery. In: 13th Irish Earth Observation Symposium (IEOS19), 5 - 6 December 2019, Galway, Ireland.

Ortego, Diego ORCID: 0000-0002-1011-3610, McGuinness, Kevin ORCID: 0000-0003-1336-6477, SanMiguel, Juan C., Arazo, Eric, Martínez, José M. and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2019) On guiding video object segmentation. In: International Conference on Content-Based Multimedia Indexing, 4-6 Sept 2019, Dublin, Ireland.

Giacoumidis, Elias ORCID: 0000-0002-1161-7837, Lin, Yi, Jarajreh, Mutsam, O'Duill, Sean ORCID: 0000-0002-7690-4474, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and Whelan, Paul F. ORCID: 0000-0001-9230-7656 (2019) A blind nonlinearity compensator using DBSCAN clustering for coherent optical transmission systems. Applied Sciences, 9 (20). ISSN 2076-3417

Linardos, Panagiotis, Little, Suzanne ORCID: 0000-0003-3281-3471 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2019) MediaEval 2019: concealed FGSM perturbations for privacy preservation. In: MediaEval 2019 workshop, 27-29 Oct 2019, Sophia Antipolis, France.

McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Gara, Sarah (2019) Comparing data augmentation strategies for deep image classification. In: Irish Machine Vision and Image Processing Conference (IMVIP), 28-30 Aug 2019, Dublin, Ireland. ISBN 978-0-9934207-4-0

Linardos, Panagiotis, Mohedano, Eva, Nieto, Juan Jose, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2019) Simple vs complex temporal recurrences for video saliency prediction. In: 30th British Machine Vision Conference (BMVC), 9-12 Sept 2019, Cardiff, Wales, UK.

Gorriz, Marc, Antony, Joseph ORCID: 0000-0001-6493-7829, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2019) Assessing knee OA severity with CNN attention-based end-to-end architectures. In: International Conference on Medical Imaging with Deep Learning (MIDL 2019), 8 -10 July, 2019, London, UK.

Arazo Sánchez, Eric, Ortego, Diego ORCID: 0000-0002-1011-3610, Albert, Paul, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2019) Unsupervised label noise modeling and loss correction. In: International Conference on Machine Learning (ICML), 10-15 June 2019, Long Beach, CA, USA.

Duarte, Amanda, Roldan, Francisco, Tubau, Miquel ORCID: 0000-0003-1971-5797, Escur, Janna, Pascual, Santiago, Salvador, Amaia ORCID: 0000-0002-9908-1685, Mohedano, Eva, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Torres, Jordi ORCID: 0000-0003-1963-7418 and Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 (2019) WAV2PIX: Speech-conditioned face generation using generative adversarial networks. In: 44th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 12 -17 May, 2019, Brighton, UK.

Abedin, Jaynal, Antony, Joseph ORCID: 0000-0001-6493-7829, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Moran, Kieran ORCID: 0000-0003-2015-8967, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Rebholz-Schuhmann, Dietrich and Newell, John (2019) Predicting knee osteoarthritis severity: comparative modeling based on patient's data and plain X-ray images. Nature Scientific Reports, 9 (5761). pp. 1-12. ISSN 2045-2322

Assens, Marc, Giró-i-Nieto, Xavier, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2019) PathGAN: visual scanpath prediction with generative adversarial networks. In: ECCV Workshop on Egocentric Perception, Interaction and Computing (EPIC), 9 Sept 2018, Munich, Germany. ISBN 978-3-030-11020-8

Arazo, Eric, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin (2019) Improving unsupervised learning with exemplarCNNs. In: Irish Machine Vision and Image Processing conference, 28-30 Aug 2019, Dublin, Ireland. ISBN 978-0-9934207-4-0

2018

Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Graham, Yvette, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Quinn, Sean and Arazo Sánchez, Eric (2018) Exploring the impact of training data bias on automatic generation of video captions. In: 25th International Conference on Multimedia Modeling (MMM2019), 8 - 11 Jan 2019, Thessaloniki, Greece. ISBN 978-3-030-05710-7

Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Corrigan, Owen ORCID: 0000-0002-1840-982X, Dockree, Paul, Gurrin, Cathal ORCID: 0000-0003-2903-3968, Healy, Graham ORCID: 0000-0001-6429-6339, Hu, Feiyan ORCID: 0000-0001-7451-6438, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Mohedano, Eva and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2018) Dublin's participation in the predicting media memorability task at MediaEval 2018. In: MediaEval Benchmarking Initiative for Multimedia Evaluation, 29-31 Oct 2018, Nice, France.

Duran, Paula Gomez, Mohedano, Eva, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2018) Demonstration of an open source framework for qualitative evaluation of CBIR systems. In: ACM Multimedia, 22-26 Oct 2018, Seoul, Republic of Korea. ISBN 978-1-4503-5665-7

Mohedano, Eva, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2018) Saliency weighted convolutional features for instance search. In: 16th International Conference on Content-Based Multimedia Indexing 2018, 4 - 6 Sept 2018, La Rochelle, France. ISBN 978-1-5386-7021-7

Assens, Marc, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2018) Scanpath and saliency prediction on 360 degree images. Signal Processing: Image Communication, 69 . pp. 8-14. ISSN 0923-5965

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.

Zhou, Jiang ORCID: 0000-0002-3067-8512, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2018) A text recognition and retrieval system for e-business image management. In: The 24th International Conference on Multimedia Modeling (MMM2018), 5-7 Feb 2018, Bangkok, Thailand.

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

Mohedano, Eva, Salvador, Amaia, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Marqués, Ferran (2017) Object retrieval with deep convolutional features. In: Hemanth, D. Jude and Estrela, Vania Vieira, (eds.) Deep Learning for Image Processing Applications. Advances in Parallel Computing, 31 . IOS Press Ebooks, Amsterdam, The Netherlands, pp. 137-163. ISBN 978-1-61499-821-1

Chatbri, Houssem, Oliveira, Marlon ORCID: 0000-0003-0528-3807, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Little, Suzanne ORCID: 0000-0003-3281-3471, Kameyama, Keisuke, Kwan, Paul, Sutherland, Alistair and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2017) Educational video classification by using a transcript to image transform and supervised learning. In: International Conference on Image Processing Theory, Tools and Applications (IPTA), 28 Nov - 1 Dec 2017, Montreal, Canada. ISBN 978-1-5386-1842-4

Afli, Haithem ORCID: 0000-0002-7449-4707, Hu, Feiyan ORCID: 0000-0001-7451-6438, Du, Jinhua ORCID: 0000-0002-3267-4881, Cosgrove, Daniel, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Arazo Sánchez, Eric, Zhou, Jiang ORCID: 0000-0002-3067-8512 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) Dublin City University participation in the VTT track at TRECVid 2017. In: TRECVid workshop, 13-15 Nov 2017, Gaithersburg, Md., USA.

Assens, Marc, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2017) SaltiNet: scan-path prediction on 360 degree images using saliency volumes. In: 2nd ICCV EPIC Workshop, 29 Oct 2017, Venice, Italy.

Chatbri, Houssem, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Little, Suzanne ORCID: 0000-0003-3281-3471, Zhou, Jiang ORCID: 0000-0002-3067-8512, Kameyama, Keisuke, Kwan, Paul and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2017) Automatic MOOC video classification using transcript features and convolutional neural networks. In: ACM Multimedia 2017 - MultiEdTech Workshop, 23-27 Oct 2017, Mountain View, CA, USA. ISBN 978-1-4503-5508-7

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.

Murphy, Keelin, Boylan, Geraldine B., Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2017) A deep convolutional neural network for brain tissue segmentation in Neonatal MRI. In: The 10th International Conference on Brain Monitoring and Neuroprotection in the Newborn, 5-7 Oct 2017, Killarney, Ireland.

Pan, Junting, Sayrol, Elisa, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, Canton Ferrer, Cristian, Torres, Jordi, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2017) SalGAN: visual saliency prediction with generative adversarial networks. In: CVPR SUNw: Scene Understanding Workshop 2017, July 26, 2017, Hawaii.

Antony, Joseph ORCID: 0000-0001-6493-7829, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Moran, Kieran ORCID: 0000-0003-2015-8967 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2017) Automatic detection of joints and quantification of knee osteoarthritis severity using convolutional neural networks. In: 13th International Conference on Machine Learning and Data Mining, 15-20 July 2017, New York, USA.. ISBN 978-3-319-62416-7

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

Antony, Joseph, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Moran, Kieran ORCID: 0000-0003-2015-8967 (2016) Quantifying radiographic knee osteoarthritis severity using deep convolutional neural networks. In: 23rd International Conference on Pattern Recognition, 4-8 Dec. 2016, Cancun, Mexico.

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.

Smeaton, Alan F. ORCID: 0000-0003-1028-8389, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Gurrin, Cathal ORCID: 0000-0003-2903-3968, Zhou, Jiang ORCID: 0000-0002-3067-8512, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Wang, Peng, Davis, Brian ORCID: 0000-0003-1336-6477, Azevedo, Lucas, Freitas, Andre, Signal, Louise N. ORCID: 0000-0003-4715-6718, Smith, Moira ORCID: 0000-0003-2085-7522, Stanley, James, Barr, Michelle, Chambers, Tim and Ní Mhurchú, Cliona ORCID: 0000-0002-1144-9167 (2016) Semantic indexing of wearable camera images: kids’cam concepts. In: Proceedings of the 2016 ACM workshop on Vision and Language Integration Meets Multimedia Fusion, 16 Oct 2016, Amsterdam, the Netherlands. ISBN 978-1-4503-4519-4/16/10

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

Reyes, Cristian, Mohedano, Eva, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 (2016) Where is my Phone?: Personal object retrieval from egocentric images. In: ACM Multimedia 2016, 15 - 19 Oct. 2016, Amsterdam, Netherlands. ISBN 978-1-4503-4517-0

Pan, Junting, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Sayrol, Elisa, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 (2016) Shallow and deep convolutional networks for saliency prediction. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 26 Jun 2016, Las Vegas, NV..

Mohedano, Eva, Salvador, Amaia, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Marqués, Ferran (2016) Bags of local convolutional features for scalable instance search. In: ICMIR 2016, 3-6 June 2016, New York, NY..

Hebbalaguppe, Ramya, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Kuklyte, Jogile, Albatal, Rami ORCID: 0000-0002-9269-8578, Direkoglu, Cem and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2016) Reduction of false alarms triggered by spiders/cobwebs in surveillance camera networks. In: IEEE International Conference on Image Processing, 25-28 Sep 2016, Phoenix, AZ. ISBN 978-1-4673-9661-6/16

Ye, TengQi, Wang, Tianchun, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Guo, Yu and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2016) Learning multiple views with orthogonal denoising autoencoders. In: The 22nd International Conference on Multimedia Modelling (MMM'16), 4-6 Jan 2016, Miami, FA.. ISBN 978-3-319-27673-1

2015

Mohedano, Eva, Healy, Graham ORCID: 0000-0001-6429-6339, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2015) Improving object segmentation by using EEG signals and rapid serial visual presentation. Multimedia Tools and Applications, 74 (22). pp. 10137-10159. ISSN 1573-7721

Antony, Joseph ORCID: 0000-0001-6493-7829, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Welch, Neil, Coyle, Joe, Franklyn-Miller, Andrew ORCID: 0000-0002-7826-2209, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Moran, Kieran ORCID: 0000-0003-2015-8967 (2015) An interactive segmentation tool for quantifying fat in lumbar muscles using axial lumbar-spine MRI. IRBM, 37 (1). pp. 11-22. ISSN 1959-0318

Ventura, Carles, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, Vilaplana, Veronica, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Marqués, Ferran and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2015) Improving spatial codification in semantic segmentation. In: IEEE Intl Conference on Image Processing, 27-30 Sep 2015, Quebec City, Canada.

Mohedano, Eva, Salvador, Amaia, Porta Caubet, Sergi, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Healy, Graham ORCID: 0000-0001-6429-6339, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2015) Exploring EEG for object detection and retrieval. In: 2015 ACM International Conference on Multimedia Retrieval (ICMR 2015), 23-26 Jun 2015, Shanghai, China. ISBN 978-1-4503-3274-3

Mohedano, Eva, Healy, Graham ORCID: 0000-0001-6429-6339, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2015) EEG-based saliency maps. In: Women in Computer Vision workshop, CVPR, 7-12 June 2015, Boston, MA..

Kapela, Rafal, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Świetlicka, Aleksandra and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2015) Real-time event detection in field sport videos. In: Computer Vision in Sports. Advances in Computer Vision and Pattern Recognition . Springer, pp. 293-316. ISBN 978-3-319-09395-6

2014

McGuinness, Kevin ORCID: 0000-0003-1336-6477, Mohedano, Eva, Zhang, Zhenxing, Hu, Feiyan ORCID: 0000-0001-7451-6438, Albatal, Rami ORCID: 0000-0002-9269-8578, Gurrin, Cathal ORCID: 0000-0003-2903-3968, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Salvador, Amaia, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 and Ventura, Carles (2014) Insight Centre for Data Analytics (DCU) at TRECVid 2014: instance search and semantic indexing tasks. In: TRECVid 2014, 8-12 Nov 2014, Orlando FL..

Mohedano, Eva, Healy, Graham ORCID: 0000-0001-6429-6339, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2014) Object segmentation in images using EEG signals. In: The 22nd ACM International Conference on Multimedia, 3-7 Nov 2014, Orlando, FL.. ISBN 978-1-4503-3063-3

Antony, Joseph ORCID: 0000-0001-6493-7829, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Welch, Neil, Coyle, Joe, Franklyn-Miller, Andrew ORCID: 0000-0002-7826-2209, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Moran, Kieran ORCID: 0000-0003-2015-8967 (2014) Fat quantification in MRI-defined lumbar muscles. In: 4th International Conference on Image Processing Theory, Tools and Applications, 14-17 Oct 2014, Paris, France.

Albatal, Rami ORCID: 0000-0002-9269-8578, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Hu, Feiyan ORCID: 0000-0001-7451-6438 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2014) Formulating queries for collecting training examples in visual concept classification. In: Workshop on Vision and Language 2014 (VL'14), 23 Aug 2014, Dublin, Ireland.

Albatal, Rami ORCID: 0000-0002-9269-8578, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Hu, Feiyan ORCID: 0000-0001-7451-6438 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2014) Formulating queries for collecting training examples in visual concept classification. In: Proceedings of the Third Workshop on Vision and Language, 23 Aug 2014, Dublin, Ireland. ISBN 978-1-873769-28-1

Zhang, Dian ORCID: 0000-0001-5659-5865, Sullivan, Timothy ORCID: 0000-0002-1093-0602, Briciu Burghina, Ciprian Constantin ORCID: 0000-0001-8682-9116, Murphy, Kevin ORCID: 0000-0003-2446-4064, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Regan, Fiona ORCID: 0000-0002-8273-9970 (2014) Detection and classification of anomalous events in water quality datasets within a smart city-smart bay project. International Journal on Advances in Intelligent Systems, 7 (1&2). pp. 167-178. ISSN 1942-2679

McGuinness, Kevin ORCID: 0000-0003-1336-6477, Aly, Robin, Chatfield, Ken, Parkhi, Omkar M., Arandjelovic, Relja, Douze, Matthijs, Kemman, Max, Kleppe, Martijn, van der Kreeft, Peggy, Macquarrie, Kay, Ozerov, Alexey, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, de Jong, Franciska, Zisserman, Andrew, Schmid, Cordelia and Perez, Patrick (2014) The AXES research video search system. In: IEEE ICASSP - International Conference on Acoustics, Speech and Signal Processing, 4-9 May 2014, Florence, Italy.

Scott, David, Zhang, Zhenxing, Albatal, Rami ORCID: 0000-0002-9269-8578, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Acar, Esra, Hopfgartner, Frank ORCID: 0000-0003-0380-6088, Gurrin, Cathal ORCID: 0000-0003-2903-3968, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2014) Audio-visual classification video browser. In: 20th Anniversary International Conference on MultiMedia Modeling, MMM 2014, Dublin, Ireland, 6-10 Jan 2014.

2013

Aly, Robin, Arandjelovic, Relja, Chatfield, Ken, Douze, Matthijs, Fernando, Basura, Harchaoui, Zaid, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Oneata, Dan, Parkhi, Omkar M., Potapov, Danila, Revaud, Jérôme, Schmid, Cordelia, Schwenninger, Jochen, Scott, David, Tuytelaars, Tinne, Verbeek, Jakob, Wang, Heng and Zisserman, Andrew (2013) The AXES submissions at TrecVid 2013. In: TRECVid 2013, 20-22 Nov 2013, Gaithersburg, Maryland, USA.

Zhang, Dian ORCID: 0000-0001-5659-5865, O'Connor, Edel, Sullivan, Timothy ORCID: 0000-0002-1093-0602, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Regan, Fiona ORCID: 0000-0002-8273-9970 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2013) Smart multi-modal marine monitoring via visual analysis and data fusion. In: MAED 2013, ACMMM2013, 21-25 Oct 2013, Barcelona, Spain.

McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2013) Improved graph cut segmentation by learning a contrast model on the fly. In: IEEE International Conference on Image Processing (ICIP), 15-18 Sept 2013, Melbourne, Australia.

Richter, Chris ORCID: 0000-0001-6017-1520, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Gualano, Leonardo, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Moran, Kieran ORCID: 0000-0003-2015-8967 (2013) Identification of an optimal principal components analysis threshold to describe jump height accurately using vertical ground reaction forces. In: International Society of Biomechanics, 4-9 Aug 2013, Natal, Brazil.

McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Aly, Robin, de Jong, Franciska, Chatfield, Ken, Parkhi, Omkar M., Arandjelovic, Relja, Zisserman, Andrew, Douze, Matthijs and Schmid, Cordelia (2013) The AXES PRO video search system. In: ACM International Conference on Multimedia Retrieval (ICMR), 16-20 Apr 2013, Dallas, Texas, USA.

Hebbalaguppe, Ramya, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Kuklyte, Jogile, Healy, Graham ORCID: 0000-0001-6429-6339, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2013) How interaction methods affect image segmentation: user experience in the task. In: The 1st IEEE Workshop on User-Centred Computer Vision (UCCV), 16-18 Jan 2013, Tampa, Florida, U.S.A..

Scott, David, Guo, Jinlin, Hopfgartner, Frank ORCID: 0000-0003-0380-6088, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Yang, Yang and Zhang, Zhenxing (2013) DCU at MMM 2013 video browser showdown. In: 19th International Conference, MMM 2013, 7-9 Jan 2013, Huangshan, China. ISBN 978-3-642-35728-2

2012

Aly, Robin, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Chen, Shu, O'Connor, Noel E. ORCID: 0000-0001-9253-0313, Chatfield, Ken, Parkhi, Omkar M., Arandjelovic, Relja, Zisserman, Andrew, Fernando, Basura, Tuytelaars, Tinne, Oneata, Dan, Douze, Matthijs, Revaud, Jérôme, Schwenninger, Jochen, Potapov, Danila, Wang, Heng, Harchaoui, Zaid, Verbeek, Jakob and Schmid, Cordelia (2012) AXES at TRECVID 2012: KIS, INS, and MED. In: TRECVid 2012, 26-28 Nov 2012, Gaithersburg, Maryland, USA.

Zhang, Dian ORCID: 0000-0001-5659-5865, O'Connor, Edel, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Regan, Fiona ORCID: 0000-0002-8273-9970 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2012) A visual sensing platform for creating a smarter multi-modal marine monitoring network. In: [MAED] Workshop on Multimedia Analysis for Ecological Data, ACMMM12, 29 Oct - 02 Nov 2012 , Nara Prefectural New Public Hall, Japan.

Chen, Shu, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Aly, Robin, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and de Jong, Franciska (2012) The AXES-lite video search engine. In: 13th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), 23-25 May 2012, Dublin, Ireland.

Chen, Shu, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Aly, Robin and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2012) The AXES-lite video search engine. In: Image Analysis for Multimedia Interactive Services (WIAMIS), 23-25 May, 2012, DCU, Dublin, Ireland.

Aly, Robin, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Kleppe, Martijn, Ordelman, Roeland, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and de Jong, Franciska (2012) Link anchors in images: is there truth? In: 12th Dutch Belgian Information Retrieval Workshop (DIR 2012), 24 Feb 2012, Ghent, Belgium.

McGuinness, Kevin ORCID: 0000-0003-1336-6477, McCusker, Kealan, O'Hare, Neil and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2012) Efficient storage and decoding of SURF feature points. In: The 18th International Conference on MultiMedia Modeling, 4-6 Jan 2012, Klagenfurt, Austria.

2011

McGuinness, Kevin ORCID: 0000-0003-1336-6477, Aly, Robin, Chen, Shu, Frappier, Mathieu, Martijn, Kleppe, Lee, Hyowon ORCID: 0000-0003-4395-7702, Ordelman, Roeland, Arandjelovic, Relja, Juneja, Mayank, Jawahar, C. V., Vedaldi, Andrea, Schwenninger, Jochen, Tschopel, Sebastian, Schneider, Daniel, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Zisserman, Andrew, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Beunders, Henri (2011) AXES at TRECVid 2011. In: TRECVid Workshop, 5-7 Dec 2011, Gaithersburg, MD, USA.

McGuinness, Kevin and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2011) Toward automated evaluation of interactive segmentation. Computer Vision and Image Understanding, 115 (6). pp. 868-884. ISSN 1077-3142

Semertzidis, Theodoros, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Daras, Petros ORCID: 0000-0003-3814-6710, Makris, Lambros, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Strintzis, Michael G. (2011) Creation of virtual worlds from 3D models retrieved from content aware networks based on sketch and image queries. In: International Workshop on Image Analysis for Multimedia Interactive Services, 13-15 April, Delft, The Netherlands.

O'Hara, Kevin, Hughes, Sarah, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Furlong, Bróna ORCID: 0000-0003-4552-0555, Gray, Cleona, McCaffrey, Noel, O'Connor, Paul L., Murphy, Ronan, Ross, Mark, Wekesa, Antony, Harrison, Michael and Moyna, Niall ORCID: 0000-0003-1061-8528 (2011) Physiological and perceptual responses during self-regulated exercise in men with coronary artery disease. In: ACSM's 58th Annual Meeting, May 31 - June 04, Denver, Colorado.

Hughes, Sarah, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Furlong, Bróna ORCID: 0000-0003-4552-0555, Gray, Cleona, O'Hara, Kevin, McCaffrey, Noel, O'Connor, Paul L., Murphy, Ronan, Ross, Mark, Wekesa, Antony, Harrison, Michael and Moyna, Niall ORCID: 0000-0003-1061-8528 (2011) Effect of self-regulated exercise intensity on endothelial function in men with coronary artery disease. In: ACSM's 58th Annual Meeting, 31 May - 4 Jun 2011, Denver, Colorado.

O'Connor, Paul L., Hughes, Sarah, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Furlong, Bróna ORCID: 0000-0003-4552-0555, Gray, Cleona, O'Hara, Kevin, McCaffrey, Noel, Murphy, Ronan, Ross, Mark, Wekesa, Antony, Harrison, Michael and Moyna, Niall ORCID: 0000-0003-1061-8528 (2011) Relation between endothelial microparticles and endothelial function following acute exercise in men with CAD. In: ACSM's 58th Annual Meeting, 31 May - 4 June 2011, Denver, Colorado.

Fay, Cormac ORCID: 0000-0001-9104-5527, Beirne, Stephen, Ó Conaire, Ciarán, McGuinness, Kevin ORCID: 0000-0003-1336-6477, McGovern, Scott, Coleman, Greg, Shepherd, Roderick, Lau, King-Tong ORCID: 0000-0001-7818-7010, Corcoran, Brian, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Alici, Gursel, Spinks, Geoff, Wallace, Gordon and Diamond, Dermot ORCID: 0000-0003-2944-4839 (2011) WANDA: A Radically New Approach for Low-Cost Environmental Monitoring. In: ACES Electromaterials Symposium 2011, February 9th - 11th, 2011, AIIM/IPRI, Innovation Campus, University of Wollongong, Australia.

2010

Fay, Cormac ORCID: 0000-0001-9104-5527, Lau, King-Tong ORCID: 0000-0001-7818-7010, Beirne, Stephen, Ó Conaire, Ciarán, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Corcoran, Brian, O'Connor, Noel E. ORCID: 0000-0003-2944-4839, Diamond, Dermot ORCID: 0000-0003-2944-4839, McGovern, Scott, Coleman, Greg, Shepherd, Roderick, Alici, Gursel, Spinks, Geoff and Wallace, Gordon (2010) Wireless aquatic navigator for detection and analysis (WANDA). Sensors and Actuators B: Chemical, 151 (1). pp. 425-435. ISSN 0925-4005

McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2010) Image segmentation, evaluation, and applications. PhD thesis, Dublin City University.

McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2010) A comparative evaluation of interactive segmentation algorithms. Pattern Recognition, 43 (2). pp. 434-444. ISSN 0031-3203

2008

McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2008) The K-Space segmentation tool set. In: SAMT 2008 - 3rd International Conference on Semantic and Multimedia Technologies, 3-5 December 2008, Koblenz, Germany.

Wilkins, Peter, Byrne, Daragh ORCID: 0000-0002-2040-9765, Jones, Gareth J.F. ORCID: 0000-0003-2923-8365, Lee, Hyowon ORCID: 0000-0003-4395-7702, Keenan, Gordon, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, O'Hare, Neil, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Adamek, Tomasz (2008) K-Space at TRECVid 2008. In: TRECVid 2008, 17-18 November 2008, Gaithersburg, Maryland.

2007

Wilkins, Peter, Adamek, Tomasz, Byrne, Daragh ORCID: 0000-0002-2040-9765, Jones, Gareth J.F. ORCID: 0000-0003-2923-8365, Lee, Hyowon ORCID: 0000-0003-4395-7702, Keenan, Gordon, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2007) K-Space at TRECVid 2007. In: TRECVid 2007 - Text REtrieval Conference TRECVid Workshop, 5-6 November 2007, Gaithersburg, Maryland.

McGuinness, Kevin ORCID: 0000-0003-1336-6477, Gillet, Olivier, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Richard, Gaël (2007) Visual analysis for drum sequence transcription. In: EUSIPCO 2007 - The 15th European Signal Processing Conference, 3-7 September 2007, Poznan, Poland.

McGuinness, Kevin ORCID: 0000-0003-1336-6477, Keenan, Gordon, Adamek, Tomasz and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2007) Image segmentation evaluation using an integrated framework. In: VIE 2007 - the IET 4th International Conference on Visual Information Engineering, 25-27 July 2007, London, UK.

2006

McGuinness, Kevin ORCID: 0000-0003-1336-6477, Keenan, Gordon, Adamek, Tomasz and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2006) A framework and user interface for automatic region based segmentation algorithms. In: SAMT 2006 - First International Conference on Semantics And Digital Media Technology, December 6-8, 2006, Athens, Greece.

Wilkins, Peter, Adamek, Tomasz, Ferguson, Paul, Hughes, Mark, Jones, Gareth J.F. ORCID: 0000-0003-2923-8365, Keenan, Gordon, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Malobabić, Jovanka, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Sadlier, David A. and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2006) K-Space at TRECVid 2006. In: TRECVid 2006 - Text REtrieval Conference TRECVid Workshop, 13-14 November 2006, Gaithersburg, Maryland.