The power of progressive active learning in floorplan images for energy assessment

Dhoyazan Al-Turki; Marios Kyriakou; Shadi Basurra; Mohamed Medhat Gaber; Mohammed M. Abdelsamea

doi:10.1038/s41598-023-42276-x

The power of progressive active learning in floorplan images for energy assessment

Dhoyazan Al-Turki
, Marios Kyriakou
, Shadi Basurra
, Mohamed Medhat Gaber
, Mohammed M. Abdelsamea^*

^*Corresponding author for this work

Birmingham City University
Assiut University

Research output: Contribution to journal › Article › peer-review

2 Citations (SciVal)

Original language	English
Article number	16238
Journal	Scientific Reports
Volume	13
Issue number	1
DOIs	https://doi.org/10.1038/s41598-023-42276-x
Publication status	Published (VoR) - Dec 2023

Funding

This work has been partially supported by the EcRoFit project, funded by the European Regional Development Fund (ERDF) and Birmingham City University in the UK. ERDF 2014-2020 Programme, Project Reference: 12R19S03429. We would also like to thank Faryn Mcdonald, Birmingham City University, for her assistance in the annotations. This work has been partially supported by the EcRoFit project, funded by the European Regional Development Fund (ERDF) and Birmingham City University in the UK. ERDF 2014-2020 Programme, Project Reference: 12R19S03429. We would also like to thank Faryn Mcdonald, Birmingham City University, for her assistance in the annotations.

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10.1038/s41598-023-42276-xLicence: CC BY

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title = "The power of progressive active learning in floorplan images for energy assessment",

author = "Dhoyazan Al-Turki and Marios Kyriakou and Shadi Basurra and Gaber, \{Mohamed Medhat\} and Abdelsamea, \{Mohammed M.\}",

note = "Funding Information: This work has been partially supported by the EcRoFit project, funded by the European Regional Development Fund (ERDF) and Birmingham City University in the UK. ERDF 2014-2020 Programme, Project Reference: 12R19S03429. We would also like to thank Faryn Mcdonald, Birmingham City University, for her assistance in the annotations. Funding Information: This work has been partially supported by the EcRoFit project, funded by the European Regional Development Fund (ERDF) and Birmingham City University in the UK. ERDF 2014-2020 Programme, Project Reference: 12R19S03429. We would also like to thank Faryn Mcdonald, Birmingham City University, for her assistance in the annotations. Publisher Copyright: {\textcopyright} 2023, Springer Nature Limited.",

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doi = "10.1038/s41598-023-42276-x",

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AU - Al-Turki, Dhoyazan

AU - Kyriakou, Marios

AU - Basurra, Shadi

AU - Gaber, Mohamed Medhat

AU - Abdelsamea, Mohammed M.

N1 - Funding Information: This work has been partially supported by the EcRoFit project, funded by the European Regional Development Fund (ERDF) and Birmingham City University in the UK. ERDF 2014-2020 Programme, Project Reference: 12R19S03429. We would also like to thank Faryn Mcdonald, Birmingham City University, for her assistance in the annotations. Funding Information: This work has been partially supported by the EcRoFit project, funded by the European Regional Development Fund (ERDF) and Birmingham City University in the UK. ERDF 2014-2020 Programme, Project Reference: 12R19S03429. We would also like to thank Faryn Mcdonald, Birmingham City University, for her assistance in the annotations. Publisher Copyright: © 2023, Springer Nature Limited.

PY - 2023/12

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DO - 10.1038/s41598-023-42276-x

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JO - Scientific Reports

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The power of progressive active learning in floorplan images for energy assessment

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