A knowledge-light approach to personalised and open-ended human activity recognition
暂无分享,去创建一个
Nirmalie Wiratunga | Sadiq Sani | Anjana Wijekoon | Kay Cooper | N. Wiratunga | Sadiq Sani | A. Wijekoon | Kay Cooper
[1] Xu Sun,et al. Large-Scale Personalized Human Activity Recognition Using Online Multitask Learning , 2013, IEEE Transactions on Knowledge and Data Engineering.
[2] Wilhelm Stork,et al. Context-aware mobile health monitoring: Evaluation of different pattern recognition methods for classification of physical activity , 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
[3] Nir Ailon,et al. Deep Metric Learning Using Triplet Network , 2014, SIMBAD.
[4] Xun Xu,et al. Transductive Zero-Shot Action Recognition by Word-Vector Embedding , 2015, International Journal of Computer Vision.
[5] Nobuhiko Nishio,et al. 4th workshop on human activity sensing corpus and applications: towards open-ended context awareness , 2016, UbiComp Adjunct.
[6] Sergey Levine,et al. Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks , 2017, ICML.
[7] Stewart Massie,et al. Improving kNN for Human Activity Recognition with Privileged Learning Using Translation Models , 2018, ICCBR.
[8] Andreas Dengel,et al. Attributes’ Importance for Zero-Shot Pose-Classification Based on Wearable Sensors , 2018, Sensors.
[9] Deborah Estrin,et al. Improving activity classification for health applications on mobile devices using active and semi-supervised learning , 2010, 2010 4th International Conference on Pervasive Computing Technologies for Healthcare.
[10] Yann LeCun,et al. Signature Verification Using A "Siamese" Time Delay Neural Network , 1993, Int. J. Pattern Recognit. Artif. Intell..
[11] Richard S. Zemel,et al. Prototypical Networks for Few-shot Learning , 2017, NIPS.
[12] Christoph H. Lampert,et al. Learning to detect unseen object classes by between-class attribute transfer , 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.
[13] Yann LeCun,et al. Learning a similarity metric discriminatively, with application to face verification , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[14] Oriol Vinyals,et al. Matching Networks for One Shot Learning , 2016, NIPS.
[15] Matthias Budde,et al. ActiServ: Activity Recognition Service for mobile phones , 2010, International Symposium on Wearable Computers (ISWC) 2010.
[16] Martin L. Griss,et al. Towards zero-shot learning for human activity recognition using semantic attribute sequence model , 2013, UbiComp.
[17] Paolo Missier,et al. Bootstrapping Personalised Human Activity Recognition Models Using Online Active Learning , 2015, 2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing.
[18] Christoph H. Lampert,et al. Attribute-Based Classification for Zero-Shot Visual Object Categorization , 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[19] Stewart Massie,et al. Personalised Human Activity Recognition Using Matching Networks , 2018, ICCBR.
[20] Stewart Massie,et al. Learning Deep and Shallow Features for Human Activity Recognition , 2017, KSEM.
[21] Kent Larson,et al. Real-Time Recognition of Physical Activities and Their Intensities Using Wireless Accelerometers and a Heart Rate Monitor , 2007, 2007 11th IEEE International Symposium on Wearable Computers.
[22] Martin L. Griss,et al. NuActiv: recognizing unseen new activities using semantic attribute-based learning , 2013, MobiSys '13.
[23] Didier Stricker,et al. Introducing a New Benchmarked Dataset for Activity Monitoring , 2012, 2012 16th International Symposium on Wearable Computers.
[24] Silvio Savarese,et al. Recognizing human actions by attributes , 2011, CVPR 2011.
[25] Stewart Massie,et al. kNN Sampling for Personalised Human Activity Recognition , 2017, ICCBR.
[26] Hristijan Gjoreski,et al. Unsupervised online activity discovery using temporal behaviour assumption , 2017, SEMWEB.