Dr. Eva Mohedano
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“A picture is worth a thousand words”, this is one of the main ideas behind content based image retrieval systems. We all use text based search engines like Google but think about how searching based on an image query can massively simplify the process of retrieving information about a particular product, the way we lookup information in the browser, or the way we organise and search in our personal collection of images or videos. Eva’s research consists of using deep learning models to analyse the image content and create efficient and scalable visual search engines. She focuses in the need of developing systems that are generic, so one can look for a particular building but also for a particular logo or person. For that she investigates the usage of human-based attention mechanisms (saliency models) to detect the most relevant parts on the image and enhance the final image representation to make the search more effective.
Publications
- Conference Name: MediaEval Benchmarking Initiative for Multimedia Evaluation ,Authors
Alan Smeaton, Owen Corrigan, Paul Dockree, Cathal Gurrin, Graham Healy, Feiyan Hu, Kevin McGuinness, Eva Mohedano, Tomás Ward
Publication DetailsType:Date: 2018Location: France,Refereed Conf./Meeting Proceeding - Conference Name: 26th ACM international conference on Multimedia ,Authors
Paula Gomez Duran, Eva Mohedano, Kevin McGuinness, Xavier Giro-i-Nieto, Noel O'Connor
Publication DetailsType:Date: 2018Location: Korea, South (Republic of Korea),Edited Conf./Meeting Proceeding - Conference Name: 2018 3rd International Workshop on Egocentric Perception, Interaction and Computing (ECCV) ,Authors
Linardos Panagiotis, Eva Mohedano, Monica Cherto, Cathal Gurrin, Xavier Giro-i-Nieto
Publication DetailsType:Date: 2018Location: Germany,Edited Conf./Meeting Proceeding - Conference Name: 16th International Conference on Content-Based Multimedia Indexing (CBMI) ,Authors
Eva Mohedano, Kevin McGuinness, Xavier Giro-i-Nieto, Noel O'Connor
Publication DetailsType:Date: 2018Location: France,Refereed Conf./Meeting Proceeding - Authors
Eva Mohedano, Amaia Salvador, Kevin McGuinness, Xavier Giró-i-Nieto, Noel O'Connor, Ferran Marqués
Publication DetailsType:Date: 2017Book Chapter - Conference Name: Signal and Information Processing Association Annual Summit and Conference ,Authors
Daud Sikander, Mahnaz Arvaneh, Francesco Amico, Graham Healy, Tomas Ward, Damien Kearney, Eva Mohedano, Jennifer Fagan, John Yek, Alan Smeaton, Justin Brophy
Publication DetailsType:Proceedings: Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2016 Asia-Pacific, Date: 2016Location: China,Refereed Conf./Meeting Proceeding - Conference Name: TRECVid ,Authors
Mark Marsden, Eva Mohedano, Kevin McGuinness, Andrea Calafell, Xavier Giro-i-Nieto, Noel O'Connor, Jiang Zhou, Lucas Azevedo, Tobias Daudert, Brian Davis, Manuela Hurlimann, Haithem Afli, Jinhua Du, Debasis Ganguly, Wei Li, Andy Way, Alan Smeaton
Publication DetailsType:Proceedings: Proceedings of TRECVid, Date: 2016Location: United States of America,Refereed Conf./Meeting Proceeding - Authors
Cristian Reyes, Eva Mohedano, Kevin McGuinness, Noel O'Connor, Xavier Giro-i-Nieto
Publication DetailsType:Proceedings: ACM Multimedia Conference 2016, Date: 2016Location: Netherlands,Refereed Conf./Meeting Proceeding - Conference Name: ACM International Conference on Multimedia Retrieval ,Authors
Eva Mohedano, Kevin McGuinness, Noel O'Connor, Amaia Salvador, Xavier Giró-i-Nieto, Ferran Marqués
Publication DetailsType:Proceedings: Proceedings of ACM International Conference on Multimedia Retrieval, Date: 2016Location: United States of America,Refereed Conf./Meeting Proceeding - Conference Name: 24th European congress of Psychiatry EPA2016 ,Authors
Francesco Amico, Graham Healy, Mahnaz Arvaneh, Damien Kearney, Eva Mohedano, Darren Roddy, John Yek, Alan Smeaton, Justin Brophy
Publication DetailsType:Date: 2016Location: Spain,Refereed Conf./Meeting Proceeding - Conference Name: 9th Neuroscience Ireland Conference ,Authors
Francesco Amico, Graham Healy, Mahnaz Arvaneh, Damien Kearney, Eva Mohedano, Darren Roddy, John Yek, Alan Smeaton, Justin Brophy
Publication DetailsType:Proceedings: 9th Neuroscience Ireland Conference, Date: 2015Location: Ireland,Refereed Conf./Meeting Proceeding - Journal: Multimedia Tools and Applications,Authors
Eva Mohedano, Graham Healy, Kevin McGuinness, Xavier Giro-i-Nieto, Noel O'Connor, Alan Smeaton
Publication DetailsConference Name:Type:Date: 2015Refereed Original Article - Conference Name: The Annual ACM International Conference on Multimedia Retrieval (ICMR) ,Authors
Eva Mohedano, Amaia Salvador, Sergi Porta, Xavier Giró-i-Nieto, Kevin McGuinness, Graham Healy, Noel O'Connor, Alan Smeaton
Publication DetailsType:Date: 2015Location: China,Refereed Conf./Meeting Proceeding - Conference Name: WiCV 2015: Women in Computer Vision workshop (CVPR) ,Authors
Alan Smeaton, Eva Mohedano, Graham Healy, Kevin McGuinness, Noel O'Connor, Xavier Giró-i-Nieto
Publication DetailsType:Proceedings: WiCV 2015: Women in Computer Vision workshop (CVPR), Date: 2015Location: United States of America,Refereed Conf./Meeting Proceeding - Insight Centre for Data Analytics (DCU) at TRECVid 2014: Instance Search and Semantic Indexing TasksConference Name: TRECVid 2014 Workshop ,Authors
Kevin McGuinness, Eva Mohedano, ZhenXing Zhang, Feiyan Hu, Rami Albatal, Cathal Gurrin, Noel O'Connor, Alan Smeaton, Amaia Salvador, Xavier Giro ́-i-Nieto, Carles Ventura
Publication DetailsType:Proceedings: TRECVid 2014, Date: 2014Location: United States of America,Refereed Conf./Meeting Proceeding - Authors
Eva Mohedano, Graham Healy, Kevin McGuinness, Xavier Giró-i-Nieto, Noel O'Connor, Alan Smeaton
Publication DetailsType:Proceedings: The 22nd ACM International Conference on Multimedia, Date: 2014Location: United States of America,Refereed Conf./Meeting Proceeding
Presentations
- Publication DetailsInsight Researchers: Alan Smeaton, Eva Mohedano, Graham HealyNon-Insight Researchers: Francesco Amico, Mahnaz Arvaneh, Damien Kearney, Darren Roddy, John Yek, Justin BrophyOrganising Body: 9th Neuroscience Ireland Conference, Event: 9th Neuroscience Ireland Conference, Date: 01/09/2015Event Type: ConferencePresentation Type: Poster
- Publication DetailsInsight Researchers: Alan Smeaton, Eva Mohedano, Graham Healy, Kevin McGuinness, Noel O'ConnorNon-Insight Researchers: Xavier Giró-i-NietoOrganising Body: WiCV 2015: Women in Computer Vision workshop (CVPR), Event: WiCV 2015: Women in Computer Vision workshop (CVPR), Date: 11/06/2015Event Type: ConferencePresentation Type: Poster
- Publication DetailsInsight Researchers: Alan Smeaton, Eva Mohedano, Graham Healy, Kevin McGuinness, Noel O'ConnorNon-Insight Researchers: Xavier GiróOrganising Body: Insight Centre for Data Analytics, Event: Insight Student Conference (INSIGHT-SC 2014), Venue: University College DublinDate: 12/09/2014Event Type: ConferencePresentation Type: Poster