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Posts by Collection
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publications
Visibility of wearable sensors as measured using eye tracking glasses
Published in WISHWell, 2013
Recommended citation: Meggan King, Feiyan Hu, Joanna McHugh, Emma Murphy, Eamonn Newman, Kate Irving, Alan F Smeaton. "Visibility of wearable sensors as measured using eye tracking glasses." 5th International Workshop on Intelligent Environments Supporting Healthcare and Well-being (WISHWell 2013).
Formulating Queries for Collecting Training Examples in Visual Concept Classification
Published in COLING Workshop, 2014
Recommended citation: Kevin McGuinness, Feiyan Hu, Rami Albatal, Alan Smeaton. "Formulating Queries for Collecting Training Examples in Visual Concept Classification." Proceedings of the Third Workshop on Vision and Language of the 25th International Conference on Computational Linguistics (COLING Workshop 2014).
Periodicity detection in lifelog data with missing and irregularly sampled data
Published in BIBM, 2014
Recommended citation: Feiyan Hu, Alan F Smeaton, Eamonn Newman. "Periodicity detection in lifelog data with missing and irregularly sampled data." The IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2014).
Insight Centre for Data Analytics (DCU) at TRECVid 2014: instance search and semantic indexing tasks
Published in TRECVid, 2014
Recommended citation: Kevin McGuinness, Eva Mohedano, ZhenXing Zhang, Feiyan Hu, Rami Abatal, Cathal Gurrin, Noel O'Connor, Alan F Smeaton, Amaia Salvador Aguilera, Xavier Giró Nieto, Carles Ventura. "Insight Centre for Data Analytics (DCU) at TRECVid 2014: instance search and semantic indexing tasks." TRECVid Workshop 2014.
Behavioral periodicity detection from 24h waveform wrist accelerometry
Published in ICAMPAM, 2015
Recommended citation: Matthew P Buman, Feiyan Hu, Eamonn Newman, Alan F Smeaton, Dana R Epstein. "Behavioral periodicity detection from 24h waveform wrist accelerometry." International Conference on Ambulatory Monitoring of Physical Activity and Movement (ICAMPAM 2015).
Using periodicity intensity to detect long term behaviour change
Published in UbiComp, 2015
Recommended citation: Feiyan Hu, Alan F Smeaton, Eamonn Newman, Matthew P Buman. "Using periodicity intensity to detect long term behaviour change." Adjunct Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers (UbiComp 2015).
Behavioral periodicity detection from 24h wrist accelerometry and associations with cardiometabolic risk and health related quality of life
Published in BioMed Research International, 2016
Recommended citation: Matthew P Buman, Feiyan Hu, Eamonn Newman, Alan F Smeaton, Dana R Epstein. "Behavioral periodicity detection from 24h wrist accelerometry and associations with cardiometabolic risk and health related quality of life." BioMed Research International, 2016.
Periodicity Detection and its Application in Lifelog Data
Published in PhD Thesis, 2016
Recommended citation: Feiyan Hu. "Periodicity Detection and its Application in Lifelog Data." PhD Thesis 2016.
Periodicity intensity for indicating behaviour shifts from lifelog data
Published in BIBM, 2016
Recommended citation: Feiyan Hu, Alan F Smeaton. "Periodicity intensity for indicating behaviour shifts from lifelog data." The IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2016).
Dublin City University participation in the VTT track at TRECVid 2017
Published in TRECVid workshop, 2017
Recommended citation: Haithem Afli, Feiyan Hu, Jinhua Du, Daniel Cosgrove, Kevin McGuinness, Noel E O'Connor, Eric Arazo Sanchez, Jiang Zhou, Alan F Smeaton. "Dublin City University participation in the VTT track." TRECVid workshop 2017.
Image aesthetics and content in selecting memorable keyframes from lifelogs
Published in MMM, 2018
Recommended citation: Feiyan Hu, Alan F Smeaton. "Image aesthetics and content in selecting memorable keyframes from lifelogs." International Conference on Multimedia Modeling (MMM 2018).
Dublin's participation in the predicting media memorability task
Published in MediaEval, 2018
Recommended citation: Alan F Smeaton, Owen Corrigan, Paul Dockree, Cathal Gurrin, Graham Healy, Feiyan Hu, Kevin McGuinness, Eva Mohedano, Tomás E Ward. "Dublin's participation in the predicting media memorability task." MediaEval 2018.
Saliency guided 2D-object annotation for instrumented vehicles
Published in CBMI, 2019
Recommended citation: Venkatesh GM*, Feiyan Hu*, Noel E O'Connor, Alan F Smeaton, Zhen Yang, Suzanne Little. "Saliency guided 2D-object annotation for instrumented vehicles." International Conference on Content-Based Multimedia Indexing (CBMI 2019).
Predicting media memorability using ensemble models
Published in MediaEval, 2019
Recommended citation: David Azcona, Enric Moreu, Feiyan Hu, Tomás E Ward, Alan F Smeaton. "Predicting media memorability using ensemble models." MediaEval 2019.
FastSal: a Computationally Efficient Network for Visual Saliency Prediction
Published in ICPR, 2020
Download paper here Github link here
Recommended citation: Feiyan Hu, Kevin McGuinness. "FastSal: a Computationally Efficient Network for Visual Saliency Prediction." International Conference on Pattern Recognition (ICPR 2020).
Utilising Visual Attention Cues for Vehicle Detection and Tracking
Published in ICPR, 2020
Recommended citation: Feiyan Hu, Venkatesh GM, Noel E O'Connor, Alan F Smeaton, Suzanne Little. "Utilising Visual Attention Cues for Vehicle Detection and Tracking." International Conference on Pattern Recognition (ICPR 2020).
Temporal Bilinear Encoding Network of Audio-Visual Features at Low Sampling Rates
Published in VISAPP, 2021
Recommended citation: Feiyan Hu, Eva Mohedano, Noel O'Connor, Kevin McGuinness. "Temporal Bilinear Encoding Network of Audio-Visual Features at Low Sampling Rates." 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP 2021).
Improving person re-Identification with temporal constraints
Published in WACV 2022 Workshop, 2022
Recommended citation: Julia Dietlmeier*, Feiyan Hu*, Frances Ryan, Noel E. O'Connor and Kevin McGuinness. "Improving person re-Identification with temporal constraints." WACV 2022 Workshop.
Beyond Social Distancing: Application of real-world coordinates in a multi-camera system with privacy protection
Published in IMVIP, 2022
Recommended citation: Frances Ryan, Feiyan Hu, Julia Dietlmeier, Noel E. O'Connor and Kevin McGuinness. "Beyond Social Distancing: Application of real-world coordinates in a multi-camera system with privacy protection." 24th Irish Machine Vision and Image Processing Conference (IMVIP 2022).
Fast and robust video-based exercise classification via body pose tracking and scalable multivariate time series classifiers
Published in Data Mining and Knowledge Discovery, 2022
Download paper here Github link here
Recommended citation: Ashish Singh, Antonio Bevilacqua, Thach Le Nguyen, Feiyan Hu, Kevin McGuinness, Martin O’Reilly, Darragh Whelan, Brian Caulfield & Georgiana Ifrim. "Fast and robust video-based exercise classification via body pose tracking and scalable multivariate time series classifiers." Data Mining and Knowledge Discovery (2022).
TinyHD: Efficient Video Saliency Prediction with Heterogeneous Decoders using Hierarchical Maps Distillation
Published in WACV, 2023
Download paper here Github link here
Recommended citation: Feiyan Hu, Simone Palazzo, Federica Proietto Salanitri, Giovanni Bellitto, Morteza Moradi, Concetto Spampinato, Kevin McGuinness. "TinyHD: Efficient Video Saliency Prediction with Heterogeneous Decoders using Hierarchical Maps Distillation." IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023.
Periodicity Intensity Reveals Insights into Time Series Data: Three Use Cases
Published in Algorithms, 2023
Recommended citation: Alan Smeaton, Feiyan Hu. "Periodicity Intensity Reveals Insights into Time Series Data: Three Use Cases." Algorithms 16.2 (2023): 119.
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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