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Validating Clustering Frameworks for Electric Load Demand Profiles


Feb 26, 2021
Mayank Jain, Tarek AlSkaif, Soumyabrata Dev

* Published in IEEE Transactions on Industrial Informatics 2021 

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An Advert Creation System for 3D Product Placements


Jun 26, 2020
Ivan Bacher, Hossein Javidnia, Soumyabrata Dev, Rahul Agrahari, Murhaf Hossari, Matthew Nicholson, Clare Conran, Jian Tang, Peng Song, David Corrigan, François Pitié

* Published in Proc. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), 2020 

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Subjective Quality Assessment of Ground-based Camera Images


Dec 16, 2019
Lucie Lévêque, Soumyabrata Dev, Murhaf Hossari, Yee Hui Lee, Stefan Winkler

* Published in Proc. Progress In Electromagnetics Research Symposium (PIERS), 2019 

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Estimating Solar Irradiance Using Sky Imagers


Oct 11, 2019
Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler

* Published in Atmospheric Measurement Techniques (AMT), 2019 

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Identifying Candidate Spaces for Advert Implantation


Oct 08, 2019
Soumyabrata Dev, Hossein Javidnia, Murhaf Hossari, Matthew Nicholson, Killian McCabe, Atul Nautiyal, Clare Conran, Jian Tang, Wei Xu, François Pitié

* Published in Proc. IEEE 7th International Conference on Computer Science and Network Technology, 2019 

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Localizing Adverts in Outdoor Scenes


May 06, 2019
Soumyabrata Dev, Murhaf Hossari, Matthew Nicholson, Killian McCabe, Atul Nautiyal, Clare Conran, Jian Tang, Wei Xu, François Pitié

* Published in 2019 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) 

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CloudSegNet: A Deep Network for Nychthemeron Cloud Image Segmentation


Apr 16, 2019
Soumyabrata Dev, Atul Nautiyal, Yee Hui Lee, Stefan Winkler

* Published in IEEE Geoscience and Remote Sensing Letters, 2019 

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The ALOS Dataset for Advert Localization in Outdoor Scenes


Apr 16, 2019
Soumyabrata Dev, Murhaf Hossari, Matthew Nicholson, Killian McCabe, Atul Nautiyal, Clare Conran, Jian Tang, Wei Xu, François Pitié

* Published in Proc. Eleventh International Conference on Quality of Multimedia Experience (QoMEX), 2019 

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The CASE Dataset of Candidate Spaces for Advert Implantation


Mar 21, 2019
Soumyabrata Dev, Murhaf Hossari, Matthew Nicholson, Killian McCabe, Atul Nautiyal, Clare Conran, Jian Tang, Wei Xu, François Pitié

* Published in Proc. International Conference on Machine Vision Applications (MVA), 2019 

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Multi-label Cloud Segmentation Using a Deep Network


Mar 15, 2019
Soumyabrata Dev, Shilpa Manandhar, Yee Hui Lee, Stefan Winkler

* Published in Proc. IEEE AP-S Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, 2019 

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ADNet: A Deep Network for Detecting Adverts


Nov 09, 2018
Murhaf Hossari, Soumyabrata Dev, Matthew Nicholson, Killian McCabe, Atul Nautiyal, Clare Conran, Jian Tang, Wei Xu, François Pitié

* Published in Proc. 26th Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2018), First two authors contributed equally to this work 

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Analyzing Solar Irradiance Variation From GPS and Cameras


Apr 19, 2018
Shilpa Manandhar, Soumyabrata Dev, Yee Hui Lee, Yu Song Meng

* Published in IEEE AP-S Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, 2018 

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High-Dynamic-Range Imaging for Cloud Segmentation


Mar 02, 2018
Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler

* Published in Atmospheric Measurement Techniques (AMT), 2018 

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Correlating Satellite Cloud Cover with Sky Cameras


Aug 24, 2017
Shilpa Manandhar, Soumyabrata Dev, Yee Hui Lee, Yu Song Meng

* Published in Proc. Progress In Electromagnetics Research Symposium (PIERS), 2017 

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Study of Clear Sky Models for Singapore


Aug 24, 2017
Soumyabrata Dev, Shilpa Manandhar, Yee Hui Lee, Stefan Winkler

* Published in Proc. Progress In Electromagnetics Research Symposium (PIERS), 2017 

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Analyzing Cloud Optical Properties Using Sky Cameras


Aug 24, 2017
Shilpa Manandhar, Soumyabrata Dev, Yee Hui Lee, Yu Song Meng

* Published in Proc. Progress In Electromagnetics Research Symposium (PIERS), 2017 

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Nighttime sky/cloud image segmentation


May 30, 2017
Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler

* Accepted in Proc. IEEE International Conference on Image Processing (ICIP), 2017 

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Design of low-cost, compact and weather-proof whole sky imagers for high-dynamic-range captures


Apr 19, 2017
Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler

* Published in Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 2015 

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WAHRSIS: A Low-cost, High-resolution Whole Sky Imager With Near-Infrared Capabilities


Apr 19, 2017
Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler

* Proc. IS&T/SPIE Infrared Imaging Systems, 2014 

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Estimation of solar irradiance using ground-based whole sky imagers


Apr 06, 2017
Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler

* Accepted in Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 2016 

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Cloud Radiative Effect Study Using Sky Camera


Mar 15, 2017
Soumyabrata Dev, Shilpa Manandhar, Feng Yuan, Yee Hui Lee, Stefan Winkler

* Accepted in Proc. IEEE AP-S Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, 2017 

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Systematic study of color spaces and components for the segmentation of sky/cloud images


Jan 17, 2017
Soumyabrata Dev, Yee Hui Lee, Stefan Winkler

* Published in Proc. IEEE International Conference on Image Processing (ICIP), Oct. 2014 

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Rough Set Based Color Channel Selection


Nov 03, 2016
Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler

* Accepted in IEEE Geoscience and Remote Sensing Letters, 2016 

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Detecting Rainfall Onset Using Sky Images


Oct 21, 2016
Soumyabrata Dev, Shilpa Manandhar, Yee Hui Lee, Stefan Winkler

* Accepted in Proc. TENCON 2016 - 2016 IEEE Region 10 Conference 

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Short-term prediction of localized cloud motion using ground-based sky imagers


Oct 21, 2016
Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler

* Accepted in Proc. TENCON 2016 - 2016 IEEE Region 10 Conference 

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Color-based Segmentation of Sky/Cloud Images From Ground-based Cameras


Jun 12, 2016
Soumyabrata Dev, Yee Hui Lee, Stefan Winkler


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Machine Learning Techniques and Applications For Ground-based Image Analysis


Jun 09, 2016
Soumyabrata Dev, Bihan Wen, Yee Hui Lee, Stefan Winkler


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