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Alaa AlZoubi
Alaa AlZoubi
Verified email at derby.ac.uk
Title
Cited by
Cited by
Year
A generic deep learning framework to classify thyroid and breast lesions in ultrasound images
YC Zhu, A AlZoubi, S Jassim, Q Jiang, Y Zhang, YB Wang, XD Ye, ...
Ultrasonics 110, 106300, 2021
892021
Pair-activity analysis from video using qualitative trajectory calculus
A AlZoubi, B Al-Diri, T Pike, T Kleinhappel, P Dickinson
IEEE Transactions on Circuits and Systems for Video Technology 28 (8), 1850-1863, 2017
122017
An ENAS based approach for constructing deep learning models for breast cancer recognition from ultrasound images
M Ahmed, H Du, A AlZoubi
arXiv preprint arXiv:2005.13695, 2020
92020
A method for the automated long‐term monitoring of three‐spined stickleback Gasterosteus aculeatus shoal dynamics
TK Kleinhappel, A Al‐Zoubi, B Al‐Diri, O Burman, P Dickinson, L John, ...
Journal of fish biology 84 (4), 1228-1233, 2014
92014
Towards optimal cropping: breast and liver tumor classification using ultrasound images
T Hassan, A AlZoubi, H Du, S Jassim
Multimodal Image Exploitation and Learning 2021 11734, 111-122, 2021
62021
Machine Learning Assisted Doppler Features for Enhancing Thyroid Cancer Diagnosis: A Multi‐Cohort Study
YC Zhu, H Du, Q Jiang, T Zhang, XJ Huang, Y Zhang, XR Shi, J Shan, ...
Journal of Ultrasound in Medicine 41 (8), 1961-1974, 2022
52022
Towards linking CNN decisions with cancer signs for breast lesion classification from ultrasound images
A Eskandari, H Du, A AlZoubi
Medical Image Understanding and Analysis: 25th Annual Conference, MIUA 2021 …, 2021
52021
Improving generalization of ENAS-Based CNN models for breast lesion classification from ultrasound images
M Ahmed, A AlZoubi, H Du
Medical Image Understanding and Analysis: 25th Annual Conference, MIUA 2021 …, 2021
42021
Automatic glass crack recognition solution for inspection of high building façade
F Mohammad, A AlZoubi, D Hongbo, S Jassim
Mobile Multimedia/Image Processing, Security, and Applications 2020 11399 …, 2020
4*2020
Robotics and Remote Sensing for Humanitarian Mine Action & ERW Survey (RRS-HMA)
J Fardoulis, S Kay, A AlZoubi, N Aouf, R Irshad
15TH INTERNATIONAL SYMPOSIUM in MINE ACTION, 2018
42018
Classification of breast lesions in ultrasound images using deep convolutional neural networks: transfer learning versus automatic architecture design
A AlZoubi, F Lu, Y Zhu, T Ying, M Ahmed, H Du
Medical & Biological Engineering & Computing 62 (1), 135-149, 2024
32024
Faster RCNN hyperparameter selection for breast lesion detection in 2D ultrasound images
A Bose, T Nguyen, H Du, A AlZoubi
Advances in Computational Intelligence Systems: Contributions Presented at …, 2022
32022
A generic approach for automatic crack recognition in buildings glass facade and concrete structures
F Mohammad, A AlZoubi, H Du, S Jassim
Thirteenth International Conference on Digital Image Processing (ICDIP 2021 …, 2021
32021
Vehicle activity recognition using DCNN
A AlZoubi, D Nam
Computer Vision, Imaging and Computer Graphics Theory and Applications: 14th …, 2020
32020
Solving orientation duality for 3D circular features using monocular vision
A AlZoubi, TK Kleinhappel, TW Pike, B Al-Diri, P Dickinson
International Conference on Computer Vision Theory and Applications – VISAPP …, 2015
32015
Ultrasound image augmentation by tumor margin appending for robust deep learning based breast lesion classification
T Hassan, A Al Zoubi, H Du, S Jassim
Multimodal Image Exploitation and Learning 2022 12100, 80-89, 2022
22022
Land cover analysis using satellite imagery for humanitarian mine action and ERW survey
N Ibrahim, S Fahs, A AlZoubi
Multimodal Image Exploitation and Learning 2021 11734, 1173402, 2021
22021
Vehicle Activity Recognition Using Mapped QTC Trajectories
A ALZOUBI, D NAM
International Conference on Computer Vision Theory and Applications – VISAPP, 2019
22019
Automatic Detection of Thyroid Nodule Characteristics From 2D Ultrasound Images
D Han, N Ibrahim, F Lu, Y Zhu, H Du, A AlZoubi
Ultrasonic Imaging 46 (1), 41-55, 2024
12024
Fully convolutional network for breast lesion segmentation in ultrasound image: towards false positive reduction
S Zhang, A Al Zoubi, H Du
Multimodal Image Exploitation and Learning 2022 12100, 65-79, 2022
12022
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