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2023

Ulrichsen, Alexander and Murray, Paul and Marshall, Stephen and Gabbouj, Moncef and Kiranyaz, Serkan and Yamaç, Mehmet and Aburaed, Nour (2023) Operational neural networks for parameter-efficient hyperspectral single-image super-resolution. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 17. pp. 1470-1484. ISSN 2151-1535

Aburaed, Nour and Alkhatib, Mohammed Q. and Marshall, Stephen and Zabalza, Jaime and Al Ahmad, Hussain; (2023) Bayesian hybrid loss for hyperspectral SISR using 3D wide residual CNN. In: 2023 IEEE International Conference on Image Processing (ICIP). IEEE, Piscataway, NJ, pp. 2115-2119. ISBN 9781728198354

Aburaed, Nour and Alkhatib, Mohammed Q. and Marshall, Stephen and Zabalza, Jaime and Ahmad, Hussain Al (2023) A review of spatial enhancement of hyperspectral remote sensing imaging techniques. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 16. pp. 2275-2300. ISSN 2151-1535

Aburaed, Nour and Alkhatib, Mohammed Q. and Marshall, Stephen and Zabalza, Jaime and Ahmad, Hussain Al; Barnett, Nick J. and Gowen, Aoife A. and Liang, Haida, eds. (2023) Complex-valued neural network for hyperspectral single image super resolution. In: Proc. SPIE 12338, Hyperspectral Imaging and Applications II. Proc. of SPIE, 12338 . SPIE, GBR. ISBN 9781510657489

Alkhatib, Mohammed Q. and Al-Saad, Mina and Aburaed, Nour and Almansoori, Saeed and Zabalza, Jaime and Marshall, Stephen and Ahmad, Hussain Al (2023) Tri-CNN : a three branch model for hyperspectral image classification. Remote Sensing, 15 (2). 316. ISSN 2072-4292

2022

Aburaed, Nour and Alsaad, Mina and Mansoori, Saeed Al and Al-Ahmad, Hussain; El Gayar, Neamat and Trentin, Edmondo and Ravanelli, Mirco and Abbas, Hazem, eds. (2022) A study on the autonomous detection of impact craters. In: Artificial Neural Networks in Pattern Recognition - 10th IAPR TC3 Workshop, ANNPR 2022, Proceedings. Lecture Notes in Computer Science . Springer Science and Business Media Deutschland GmbH, ARE, pp. 181-194. ISBN 9783031206498

Alkhatib, Mohammed Q. and Al-Saad, Mina and Aburaed, Nour and Al Mansoori, Saeed and Al Ahmad, Hussain; (2022) Dimensionality reduction techniques with HydraNet framework for HSI classification. In: 2022 IEEE International Conference on Image Processing, ICIP 2022 - Proceedings. IEEE, FRA, pp. 3151-3155. ISBN 9781665496209

Aburaed, Nour and Alkhatib, Mohammed Q. and Marshall, Stephen and Zabalza, Jaime and Al Ahmad, Hussain; (2022) A comparative study of loss functions for hyperspectral SISR. In: 30th European Signal Processing Conference, EUSIPCO 2022 - Proceedings. European Signal Processing Conference . European Signal Processing Conference, EUSIPCO, SRB, pp. 484-487. ISBN 9789082797091

Al-Saad, Mina and Aburaed, Nour and Mansoori, Saeed Al and Ahmad, Hussain Al; (2022) Autonomous palm tree detection from remote sensing images-UAE dataset. In: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. International Geoscience and Remote Sensing Symposium (IGARSS) . Institute of Electrical and Electronics Engineers Inc., MYS, pp. 2191-2194. ISBN 9781665427920

Aburaed, Nour and Alkhatib, Mohammed Q. and Marshall, Stephen and Zabalza, Jaime and Ahmad, Hussain Al; (2022) SISR of hyperspectral remote sensing imagery using 3D encoder-decoder RUNet architecture. In: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. International Geoscience and Remote Sensing Symposium (IGARSS) . IEEE, MYS, pp. 1516-1519. ISBN 9781665427920

Aburaed, Nour and Al-Saad, Mina and Panthakkan, Alavikunhu and al Mansoori, Saeed and Al-Ahmad, Hussain and Marshall, Stephen; (2022) A hybrid rexception network for COVID-19 classification from chest X-ray images. In: 2021 28th IEEE International Conference on Electronics, Circuits, and Systems, (ICECS), 2021. 2021 28th IEEE International Conference on Electronics, Circuits, and Systems, ICECS 2021 - Proceedings . Institute of Electrical and Electronics Engineers Inc., ARE, pp. 1-5. ISBN 9781728182810

2021

Aburaed, Nour and Alkhatib, Mohammed Q. and Marshall, Stephen and Zabalza, Jaime and Al Ahmad, Hussain; (2021) 3D expansion of SRCNN for spatial enhancement of hyperspectral remote sensing images. In: 2021 4th International Conference on Signal Processing and Information Security, ICSPIS 2021. 2021 4th International Conference on Signal Processing and Information Security, ICSPIS 2021 . Institute of Electrical and Electronics Engineers Inc., ARE, pp. 9-12. ISBN 9781665437967

Al-Saad, Mina and Aburaed, Nour and Panthakkan, Alavikunhu and Mansoori, Saeed Al and Ahmad, Hussain Al; (2021) Protection and authentication of Dubai digital elevation model using hybrid watermarking technique. In: 2021 4th International Conference on Signal Processing and Information Security, ICSPIS 2021. 2021 4th International Conference on Signal Processing and Information Security, ICSPIS 2021 . Institute of Electrical and Electronics Engineers Inc., ARE, pp. 13-16. ISBN 9781665437967

Al-Saad, Mina and Aburaed, Nour and Panthakkan, Alavikunhu and Al Mansoori, Saeed and Ahmad, Hussain Al and Marshall, Stephen (2021) Airbus ship detection from satellite imagery using frequency domain learning. Proceedings of SPIE, 11862. 1186210. ISSN 0277-786X

Aburaed, N. and Panthakkan, A. and Al-Saad, M. and Al Mansoori, S. and Ahmad, Hussain Al (2021) The impact of super resolution on detecting COVID-19 from CT scans using VGG-16 based learning. Journal of Physics: Conference Series, 1828 (1). 012009. ISSN 1742-6588

Aburaed, Nour and Panthakkan, Alavikunhu and Al-Saad, Mina and Amin, Saad Ali and Mansoor, Wathiq; (2021) Skin cancer classification model based on VGG 19 and transfer learning. In: 3rd International Conference on Signal Processing and Information Security (ICSPIS). IEEE, Piscataway, N.J.. ISBN 9781728189987

2020

Aburaed, Nour and Panthakkan, Alavikunhu and Al-Saad, Mina and El-rai, Marwa and Almansoori, Saeed and Ahmad, Hussain Al and Marshall, Stephen; Bruzzone, Lorenzo and Bovolo, Francesca and Santi, Emanuele, eds. (2020) Super-resolution of satellite imagery using a wavelet multiscale-based deep convolutional neural network model. In: Proceedings Volume 11533. SPIE, Bellingham, WA. ISBN 9781510638792

El Rai, Marwa Chendeb and Al-Saad, Mina and Aburaed, Nour and Al Mansoori, Saeed and Al-Ahmad, Hussain and Marshall, Stephen; Erbertseder, Thilo and Chrysoulakis, Nektarios and Zhang, Ying, eds. (2020) Automatic detection of potential buried archaeological sites in Saruq Al-Hadid, United Arab Emirates. In: Proceedings Volume 11535. Proceedings of SPIE, 11535 . SPIE, Bellingham, Washington. ISBN 9781510638846

Al-Dogom, Diena and Aburaed, Nour and Al-Saad, Mina and Almansoori, Saeed; (2020) Spatio-temporal analysis and machine learning for traffic accidents prediction. In: 2019 2nd International Conference on Signal Processing and Information Security, ICSPIS 2019. IEEE, ARE. ISBN 9781728138732

2019

Aburaed, Nour and Panthakkan, Alavi and Almansoori III, Saeed and Al-Ahmad, Hussain; Bruzzone, Lorenzo and Bovolo, Francesca and Benediktsson, Jon Atli, eds. (2019) Super resolution of DS-2 satellite imagery using deep convolutional neural network. In: Image and Signal Processing for Remote Sensing XXV. Proceedings of SPIE - The International Society for Optical Engineering, 11155 . SPIE, FRA. ISBN 9781510630130

Aldogom, Diena and Aburaed, Nour and Al-Saad, Mina and Al Mansoori, Saeed and Al Shamsi, Meera Rashid and Al Maazmi, Alya Ahmed; Erbertseder, Thilo and Chrysoulakis, Nektarios and Zhang, Ying and Baier, Frank, eds. (2019) Multi temporal satellite images for growth detection and urban sprawl analysis; Dubai City, UAE. In: Remote Sensing Technologies and Applications in Urban Environments IV. Proceedings of SPIE - The International Society for Optical Engineering, 11157 . SPIE, FRA. ISBN 9781510630185

Khan, Faisal Shah and Abura'ed, Nour (2019) How quantum got gamed. Digitale Welt, 3. pp. 42-45.

Aburaed, Nour and Panthakkan, Alavikunhu and Mukhtar, Husameldin and Mansoor, Wathiq and Almansoori, Saeed and Ahmad, Hussain Al; (2019) Autonomous building detection using region properties and PCA. In: 2018 International Conference on Signal Processing and Information Security, ICSPIS 2018. IEEE, ARE. ISBN 9781728102573