Publications
SDF2Net: Shallow to Deep Feature Fusion Network for PolSAR Image Classification
Mohammed Alkhatib, Mohammad Sami Zitouni, Mina Al-Saad, Nour Aburaed, Hussain Al-Ahmad
Attention based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification
Mohammed Alkhatib, Mina Al-Saad, Nour Aburaed, Mohammad Sami Zitouni, Hussain Al Ahmad
A Robust Change Detection Methodology for Flood Events Using SAR Images
Mina Al-Saad, Nour Aburaed, Mohammad Sami Zitouni, Mohammed Alkhatib, Saeed Almansoori, Hussain Al Ahmad
PolSAR Image Classification Using Attention Based Shallow to Deep Convolutional Neural Network
Mohammed Q Alkhatib, Mina Al-Saad, Nour Aburaed, Mohammad Sami Zitouni, Hussain Al-Ahmad
Machine Learning for Spatiotemporal Mapping and Monitoring of Mangroves and Shoreline Changes Along a Coastal Arid Region
Diena Walid Al Dogom, Basma Samour, Meera Al Shamsi, Saeed Almansoori, Nour Aburaed, Mohammad Zitouni
Hyperspectral Data Scarcity Problem from a Super Resolution Perspective: Data Augmentation Analysis and Scheme
Nour Aburaed, Mohammed Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al Ahmad
Attention-Infused 3D-SRCNN for Hyperspectral Image Super Resolution
Nour Aburaed, Mohammed Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al Ahmad
Semantic Segmentation of Remote Sensing Imagery Using an Enhanced Encoder-Decoder Architecture
Nour Aburaed, Mina Al-Saad, Mohammed Alkhatib, Mohammad Zitouni, Saeed Almansoori, and Hussain Al-Ahmad
Operational Neural Networks for Efficient Hyperspectral Single-Image Super-Resolution
Alexander Ulrichsen, Paul Murray, Stephen Marshall, Moncef Gabbouj, Serkan Kiranyaz, Mehmet Yamac, Nour Aburaed
An Enhanced UNet Model to Detect Water Bodies From Remote Sensing Data
Mina Al-Saad, Nour Aburaed, Mohammed Q. Alkhatib, Mohammad Sami Zitouni, Hussain Al-Ahmad
Bayesian Hybrid Loss for Hyperspectral SISR Using 3D Wide Residual CNN
Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al Ahmad
Enhanced YOLOv7 Model for Accurate Vehicle Detection from UAV Imagery
Sangeeth Mathew John, Fathima Abdul Kareem, Sachin Gee Paul, Abdul Gafur M, Saeed Al Mansoori, Alavikunhu Panthakkan
Enhancing Khalifa Satellite Imagery Resolution with AI-Powered Super Resolution Generative Adversarial Networks (SRGAN)
Murshid P Abdul Rasheed, Rahul Rajeev, Nisha Shamsudin, Rosna P Haroon, Saeed Al Mansoori, Alavikunhu Panthakkan
Flight Software Design and Implementation for a CubeSat
Mohammed Eshaq, Ibrahim Al-Midfa, Zakareyya Al-Shamsi, Shadi Atalla, Saeed Al-Mansoori, Hussain Al-Ahmad
A Low Cost, Efficient Electrical Power System Design for CubeSat
Shaymaa Abushawish, Aleena Lifiya, Hamd Khan, Mohammed Eshaq, Rida Gadhafi, Amjad Gawanmeh, Husameldin Mukhtar, Wathiq Mansoor
Design and Implementation of a Flight Software for a Modular Satellite
Mohammed Eshaq; Ibrahim Al-Midfa; Eisa Al-Shamsi; Zakareyya Al-Shamsi; Shadi Atalla; Saeed Al-Mansoori; Hussain Al-Ahmad
Airbus ship detection from satellite imagery using frequency domain learning
Mina Al-Saad;Â Nour Aburaed; Alavikunhu Panthakkan;Â Saeed Al Mansoori;Â Hussain Al Ahmad;Â Stephen Marshall
Phase 2 Results: Calibration and Validation of KhalifaSat
Mrs. Asmaa AlJanaahi; Ms. Nour Aburaed; Ms. Mina Al-saad
Protection and Authentication of Dubai Digital Elevation Model using Hybrid Watermarking Technique
Mina Al-Saad; Nour Aburaed; Alavikunhu Panthakkan; Saeed Al Mansoori; Hussain Al Ahmad
3D Expansion of SRCNN for Spatial Enhancement of Hyperspectral Remote Sensing Images
Nour Aburaed;Â Mohammed Q. Alkhatib;Â Stephen Marshall;Â Jaime Zabalza;Â Hussain Al Ahmad
Autonomous Palm Tree Detection from Remote Sensing Images – UAE Dataset
Mina Al-Saad;Â Nour Aburaed;Â Saeed Al Mansoori;Â Hussain Al Ahmad
A Comparative Study of Loss Functions for Hyperspectral SISR
Nour Aburaed; Mohammed Q. Alkhatib; Stephen Marshall; Jaime Zabalza; Hussain Al Ahmad
SISR of Hyperspectral Remote Sensing Imagery Using 3D Encoder-Decoder RUNet Architecture
Nour Aburaed;Â Mohammed Q. Alkhatib;Â Stephen Marshall;Â Jaime Zabalza;Â Hussain Al Ahmad
Dimensionality Reduction Techniques with Hydranet Framework for HSI Classification
Mohammed Q. Alkhatib;Â Mina Al-Saad;Â Nour Aburaed;Â Saeed Al Mansoori;Â Hussain Al Ahmad
A Study on the Autonomous Detection of Impact Craters
Nour Aburaed;Â Mina Alsaad;Â Saeed Al Mansoori;Â Hussain Al-Ahmad
A Study on Deep Learning Approaches for Mars Weather Forecasting
Mina Al-Saad;Â Nour Aburaed;Â Saeed Al Mansoori;Â Wathiq Mansoor;Â Hussain Al-Ahmad
Tri-CNN: A Three Branch Model for Hyperspectral Image Classification
Mohammed Q. Alkhatib;Â Mina Al-Saad; Nour Aburaed; Saeed Al Mansoori; Jaime Zabalza;Â Stephen Marshall;Â Hussain Al Ahmad
Complex-valued neural network for hyperspectral single image super resolution
Nour Aburaed;Â Mohammed Q. Alkhatib;Â Stephen Marshall;Â Jaime Zabalza;Â Hussain Al Ahmad
A Review of Spatial Enhancement of Hyperspectral Remote Sensing Imaging Techniques
Nour Aburaed; Mohammed Q. Alkhatib; Stephen Marshall; Jaime Zabalza; Hussain Al Ahmad
Information Processing and Digital Communications in a Modular Satellite
Authors: Mohammed Eshaq; Ibrahim Al-Midfa; Eisa Al-Shamsi; Zakareyya Al-Shamsi; Shadi Atalla; Saeed Al-Mansoori; Hussain Al-Ahmad
Airbus Ship Detection from satellite imagery
Authors: Mina Al-Saad, Nour Aburaed, Alavikunhu Panthakkan, Saeed Al Mansoori, Hussain Al Ahmad, Stephen Marshall
Super resolution of DS-2 satellite imagery using deep convolutional neural network
Authors: Nour Aburaed, Alavi Panthakkan , Saeed Almansoori, Hussain Al-Ahmad
Integrating Deep Learning with Active Contour Models in Remote Sensing Image Segmentation
Authors: Marwa Chendeb El Rai; Nour Aburaed; Mina Al-Saad; Hussain Al-Ahmad; Saeed Al Mansoori; Stephen Marshall
Autonomous Object Detection in Satellite Images Using Wfrcnn
Authors: Nour Aburaed; Mina Al-Saad; Marwa Chendeb El Rai; Saeed Al Mansoori; Hussain Al-Ahmad; Stephen Marshall
Assessing Coastal Land Dynamics Along UAE Shoreline Using GIS and Remote Sensing Techniques
Authors: D Aldogom, S Albesher, S Al Mansoori, T Nazzal
Remote sensing and GIS approach for environmental green areas planning using Landsat imagery, Dubai-UAE
Authors: Diena Aldogom, Saeed Al Mansoori, Alya AlMaazmi, Tasnim Nazzal
Geospatial Multicriteria Analysis for Earthquake Risk Assessment: Case Study of Fujairah City in the UAE
Authors: Diena Al-Dogom, Rami Al-Ruzouq, Bahareh Kalantar, Karen Schuckman, Saeed Al-Mansoori, Sunanda Mukherjee, Hussain Al-Ahmad, Naonori Ueda
Multilabel land cover aerial image classification using convolutional neural networks
Authors: Haritha Harikrishnan, Razia Sulthana Abdul Kareem, Anil G.R., Regin R., Roy S., Dilip K.S., Mukesh K.G, Hitesh J., Ankit K. & Sudhakar S.
Initial Calibration And Validation Results of Khalifasat Images
Authors: A. AlJanaahi, A. AlMheiri, K. AlSuwaidi, N. Aburaed, Mina Al-Saad
(Poster Session), in International Astronautical Congress (IAC), 2019
Super Resolution of DubaiSat-2 Satellite Imagery using Deep Convolutional Neural Network
Authors: N. Aburaed, A. Kunhu, S. Almansoori, and H. Al-Ahmad
Proc. SPIE 11155, Image and Signal Processing for Remote Sensing XXV, 2019
Polarized aerosol retrieval algorithm over urban surfaces
Authors: Diena Aldogom, Saeed Al Mansoori, Meera Al Shamsi and Alya AlMaazmi
Dubai municipality satellite- IEEE geoscience and remote sensing society conference (IGARSS 2019).
Geostatistical Seismic Hazard Assessment and Vulnerability Analysis
Authors: Al-Dogom, K. Schuckma and R. Al-Ruzouq
Coastal Cities-UAE. Geoinformation Disaster Management, Istanbul 18-22 March 2018. ISPRS Archives
Photogrammetric Techniques and UAV for Drainage Pattern and Overflow Assessment in Mountainous Terrains
Authors: Saeed Al Mansoori;Â Rami Al-Ruzouq;Â Diena Al Dogom;Â Meera Al Shamsi;Â Alya Al Mazzm;Â Nour Aburaed
Hatta/UAE -IEEE Geoscience and Remote Sensing Society conference (IGARSS 2019)
Automatic Ship Detection from High Resolution Satellite images based on a Deep Convolutional Neural
Authors: Saeed Al Mansoori , Alavi Kunhu , Nour Abura’ed , Mina Al-Saad , Meera Al Shamsi and Alya AlMaazmi
70th International Astronautical Congress (IAC), Washington D.C., United States, 2019
Spatio-temporal Analysis and Machine Learning for Traffic Accidents Prediction
Authors: Diena Al-Dogom ; Nour Aburaed ; Mina Al-Saad ; Saeed Almansoori
2019 2nd International Conference on Signal Processing and Information Security (ICSPIS), IEEE, Dubai, United Arab Emirates, 2019
Multi temporal satellite images for growth detection and urban sprawl analysis; Dubai City, UAE
Authors: Diena Aldogom; Nour Aburaed; Mina Al-Saad; Saeed Al Mansoori; Meera Rashid Al Shamsi; Alya Ahmed Al Maazmi
SPIE of Remote Sensing, Remote Sensing Technologies and Applications in Urban Environments IV, Strasbourg- France, 2019
Simple Roads Extraction Algorithm Based on Edge Detection Using Satellite Images
Authors: Muna Darweesh , S. Al Mansoori and H. Al Ahmad
2019 IEEE 4th International Conference on Image, Vision and Computing, Xiamen, China, 2019
Design and implementation of highly efficient digital watermarking prototype for securing copyright and authentication of satellite imagery
Authors: S. Al Mansoori, A. Kunhu and H. Al Ahmad
SPIE of Remote Sensing, High-Performance Computing in Geoscience and Remote Sensing, Berlin, Germany, 2018
Automatic palm trees detection from multispectral UAV data using template matching and circular Hough transform
Authors: S. Al Mansoori, A. Kunhu and H. Al Ahmad
SPIE of Remote Sensing, High-Performance Computing in Geoscience and Remote Sensing, Berlin, Germany, 2018
Automatic Vehicle Detection from Aerial Images using Cascaded Support Vector Machine and Gaussian Mixture Model
Authors: Shibani, A. Panthakkan, S. Al Mansoori and H. Alahamed
2018 International Conference on Signal Processing and Information Security (ICSPIS), United Arab Emirates, Dubai, Nov. 2018
Autonomous Building Detection Using Region Properties and PCA
Authors: N. Aburaed, A. Panthakkan, H. Mukhtar, W. Mansoor, S. Almansoori and H. Alahmad
2018 International Conference on Signal Processing and Information Security (ICSPIS), United Arab Emirates, Dubai, Nov. 2018
A Novel Reversible Watermarking Scheme based on SHA3 for Copyright Protection and Integrity of Satellite Imagery
Authors: A. Kunhu, S. Al Mansoori and H. Al Ahmad
International Journal of Computer Science and Network Security, Vol. 19, 3, Pg. 92 – 102, March 2019
Skin Cancer Classification Model Based on VGG 19 and Transfer Learning
Authors: N. Aburaed, A. Panthakkan, M. Al-Saad, S. A. Amin and W. Mansoor
2020 3rd International Conference on Signal Processing and Information Security (ICSPIS), DUBAI, United Arab Emirates, 2020, pp. 1-4
Deep Convolutional Neural Network (DCNN) for Skin Cancer Classification
Authors: N. Aburaed, A. Panthakkan, M. Al-Saad, S. A. Amin and W. Mansoor
2020 27th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Glasgow, Scotland, UK, 2020, pp. 1-4
Integrating Deep Learning with Active Contour Models in Remote Sensing Image Segmentation
Authors: , Marwa Chendeb El Rai, Nour Aburaed, Mina Al-Saad, Saeed Al Mansoori, Hussain Al-Ahmad, and Stephen Marshall
2020 27th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Glasgow, Scotland, UK, 2020, pp. 1-4
Super-resolution of satellite imagery using a wavelet multiscale-based deep convolutional neural network model
Authors: Nour Aburaed, Alavikunhu Panthakkan, Mina Al-Saad, Marwa Chendeb El Rai, Saeed Al Mansoori, Hussain Al-Ahmad, and Stephen Marshall
Proc. SPIE 11535, Remote Sensing Technologies and Applications in Urban Environments V, 115Proc. SPIE 11533, Image and Signal Processing for Remote Sensing XXVI, 115331J (20 September 2020).Â
Automatic detection of potential buried archaeological sites in Saruq Al-Hadid, United Arab Emirates
Authors: Marwa Chendeb El Rai, Mina Al-Saad, Nour Aburaed, Saeed Al Mansoori, Hussain Al-Ahmad, and Stephen Marshall
Proc. SPIE 11535, Remote Sensing Technologies and Applications in Urban Environments V, 115350G (20 September 2020).
Detection of Water-Bodies Using Semantic Segmentation
Authors: M. Ahmed, A. Panthakkan, H. Mukhtar, W. Mansoor, S. Al Mansoori and H. Al-Ahmad,
2018 International Conference on Signal Processing and Information Security (ICSPIS), United Arab Emirates, Dubai, Nov. 2018
