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Publications

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  2014 S. Dev and F. M. Savoy and Y. H. Lee and S. Winkler WAHRSIS: A low-cost, high-resolution whole sky imager with near-infrared capabilities
  2014 S. Dev and Y. H. Lee and S. Winkler Systematic Study of Color Spaces and Components for the segmentation of sky/cloud images
  2015 S. Dev and Y. H. Lee and S. Winkler Multi-level semantic labelling of sky/cloud images
  2015 S. Dev and Y. H. Lee and S. Winkler Categorization of cloud image patches using an improved texton-based approach
  2015 F. M. Savoy and J. C. Lemaitre and S. Dev and Y. H. Lee and S. Winkler Cloud base height estimation using high-resolution whole sky imagers
  2015 S. Dev and F. M. Savoy and Y. H. Lee and S. Winkler Design of low-cost, compact and weather-proof whole sky imagers for high-dynamic-range captures
  2016 S. Dev and B. Wen and Y. H. Lee and S. Winkler Machine Learning Techniques and Applications For Ground-based Image Analysis IEEE Geoscience and Remote Sensing Magazine, 4(2), pp79--93
  2016 S. Dev and S. Manandhar and Y. H. Lee and S. Winkler Detecting Rainfall Onset Using Sky Images
  2016 S. Dev and F. M. Savoy and Y. H. Lee and S. Winkler Estimation of solar irradiance using ground-based whole sky imagers
  2016 F. M. Savoy and S. Dev and Y. H. Lee and S. Winkler Geo-referencing and stereo calibration of ground-based whole sky imagers using the sun trajectory
  2016 S. Manandhar and F. Yuan and S. Dev and Y. H. Lee and Y. S. Meng Weather Radar to Detect Cloud Occurrence Level
  2016 S. Manandhar and Y. H. Lee and S. Dev GPS Derived PWV for rainfall monitoring
  2016 S. Manandhar and Y. H. Lee and S. Dev GPS Derived PWV for rainfall monitoring
  2016 S. Dev and F. M. Savoy and Y. H. Lee and S. Winkler Short-term prediction of localized cloud motion using ground-based sky imagers
  2017 S. Manandhar and S. Dev and Y. H. Lee and Y. S. Meng Analyzing Cloud Optical Properties Using Sky Cameras
  2017 S. Manandhar and S. Dev and Y. H. Lee and Y. S. Meng Correlating Satellite Cloud Cover with Sky Cameras
  2017 S. Dev and Y. H. Lee and S. Winkler Color-based segmentation of sky/cloud images from ground-based cameras IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10(1), pp231--242
  2017 S. Dev and F. M. Savoy and Y. H. Lee and S. Winkler Nighttime sky/cloud image segmentation
  2017 S. Dev and Y. H. Lee and S. Winkler Color-based segmentation of sky/cloud images from ground-based cameras IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10(1), pp231--242
  2017 S. Dev and S. Manandhar and F. Yuan and Y. H. Lee and S. Winkler Cloud Radiative Effect Study Using Sky Camera
  2017 S. Dev and S. Manandhar and Y. H. Lee and S. Winkler Study of Clear Sky Models for Singapore
  2017 S. Dev and F. M. Savoy and Y. H. Lee and S. Winkler Rough Set Based Color Channel Selection IEEE Geoscience and Remote Sensing Letters, 14(1), pp52--56
  2017 F. Savoy and S. Dev and Y. H. Lee and S. Winkler Stereoscopic Cloud Base Reconstruction Using High-Resolution Whole Sky Imagers
  2018 Soumyabrata Dev, Matthew Nicholson, Murhaf Hossari, Killian McCabe, Atul Nautiyal, Clare Conran, Jian Tang, Wei Xu, François Pitié ADNet: A Deep Network for Detecting Adverts 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science
  2018 S. Manandhar and S. Dev and Y. H. Lee and Y. S. Meng and S. Winkler A Data-driven Approach to Detect Precipitation from Meteorological Sensor Data
  2018 S. Manandhar and S. Dev and Y. H. Lee and Y. S. Meng Systematic Study of Weather Variables for Rainfall Detection
  2018 S. Manandhar and Y. H. Lee and Y. S. Meng and F. Yuan and S. Dev A Potential Low Cost Remote Sensing Using GPS Derived PWV
  2018 Atul Nautiyal, Killian McCabe, Murhaf Hossari, Soumyabrata Dev, Matthew Nicholson, Clare Conran, Declan McKibben, Jian Tang, Xu Wei, François Pitié An Advert Creation System for Next-Gen Publicity European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD)
  2018 S. Dev and T. AlSkaif and M. Hossari and R. Godina and A. Louwen and W. van Sark Solar Irradiance Forecasting Using Triple Exponential Smoothing
  2018 S. Manandhar and S. Dev and Y. H. Lee and Y. S. Meng On the Importance of PWV in Detecting Precipitation
  2018 S. Manandhar and S. Dev and Y. H. Lee and Y. S. Meng Analyzing Solar Irradiance Variation From GPS and Cameras
  2018 S. Dev and F. M. Savoy and Y. H. Lee and S. Winkler High-Dynamic-Range Imaging for Cloud Segmentation Atmospheric Measurement Techniques (AMT)
  2019 Fabrizio Orlandi, Alan Meehan, Murhaf Hossari, Soumyabrata Dev, Declan O'Sullivan, Tarek Alskaif Interlinking Heterogeneous Data for Smart Energy Systems IEEE International Conference on Smart Energy Systems and Technologies (SEST), pp20-26
  2019 M. S. Elsayed and N-A. Le-Khac and S. Dev and A. D. Jurcut Machine-Learning Techniques for Detecting Attacks in SDN
  2019 T. A. Fathima and V. Nedumpozhimana and Y. H. Lee and S. Winkler and S. Dev A Chaotic Approach on Solar Irradiance Forecasting
  2019 C. S. Nwosu and S. Dev and P. Bhardwaj and B. Veeravalli and D. John Predicting Stroke from Electronic Health Records
  2019 T. A. Fathima and V. Nedumpozhimana and Y. H. Lee and S. Winkler and S. Dev Predicting Solar Irradiance in Singapore
  2019 T. AlSkaif and S. Dev and L. Visser and M. Hossari and W. van Sark On the Interdependence and Importance of Meteorological Variables for Photovoltaic Output Power Estimation
  2019 S. Manandhar and S. Dev and Y. H. Lee and S. Winkler Predicting GPS-based PWV Measurements Using Exponential Smoothing
  2019 S. Dev and F. M. Savoy and Y. H. Lee and S. Winkler Estimating Solar Irradiance Using Sky Imagers Atmospheric Measurement Techniques (AMT)
  2019 Dev, Soumyabrata and Hossari, Murhaf and Nicholson, Matthew and McCabe, Killian and Nautiyal, Atul and Conran, Clare and Tang, Jian and Xu, Wei and Pitie, Francois Localizing adverts in outdoor scenes , pp591--594
  2019 L. Lévêque and S. Dev and M. Hossari and Y. H. Lee and S. Winkler Subjective Quality Assessment of Ground-based Camera Images
  2019 S. Dev and S. Manandhar and Y. H. Lee and S. Winkler Multi-label Cloud Segmentation Using a Deep Network
  2019 S. Dev, M. Hossari, M. Nicholson, K. McCabe, A. Nautiyal, C. Conran, J. Tang, W. Xu, F. Pitié The CASE Dataset of Candidate Spaces for Advert Implantation , pp1 -4 . DOI: http://dx.doi.org/10.23919/MVA.2019.8757977
  2019 S. Dev, H. Javidnia, M. Hossari, M. Nicholson, K. McCabe, A. Nautiyal, C. Conran, J. Tang, W. Xu, F. Pitié Identifying Candidate Spaces for Advert Implantation , pp503 -507 . DOI: http://dx.doi.org/10.1109/ICCSNT47585.2019.8962510
  2019 Hossari, M. and Dev, S. and Kelleher, J.D. TEST: A terminology extraction system for technology related terms ACM International Conference Proceeding Series, pp78-81. DOI: http://dx.doi.org/10.1145/3313991.3314006
  2019 S. Dev, M. Hossari, M. Nicholson, K. McCabe, A. N. Clare Conran, J. Tang, W. Xu, F. Pitie The ALOS Dataset for Advert Localization in Outdoor Scenes , pp1 -3 . DOI: http://dx.doi.org/10.1109/QoMEX.2019.8743280
  2019 S. Manandhar and S. Dev and Y. H. Lee and Y. S. Meng and S. Winkler A Data-Driven Approach for Accurate Rainfall Prediction IEEE Transactions on Geoscience and Remote Sensing
  2019 S. Dev and A. Nautiyal and Y. H. Lee and S. Winkler CloudSegNet: A Deep Network for Nychthemeron Cloud Segmentation IEEE Geoscience and Remote Sensing Letters
  2020 M. S. Pathan and J. Zhang and D. John and A. Nag and S. Dev Identifying Stroke Indicators Using Rough Sets IEEE Access

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