HSMA_WOA: A hybrid novel Slime mould algorithm with whale optimization algorithm for tackling the image segmentation problem of chest X-ray images

M Abdel-Basset, V Chang, R Mohamed - Applied soft computing, 2020 - Elsevier
Recently, a novel virus called COVID-19 has pervasive worldwide, starting from China and
moving to all the world to eliminate a lot of persons. Many attempts have been experimented …

A hybrid COVID-19 detection model using an improved marine predators algorithm and a ranking-based diversity reduction strategy

M Abdel-Basset, R Mohamed, M Elhoseny… - IEEE …, 2020 - ieeexplore.ieee.org
Many countries are challenged by the medical resources required for COVID-19 detection
which necessitates the development of a low-cost, rapid tool to detect and diagnose the …

Vision grid transformer for document layout analysis

C Da, C Luo, Q Zheng, C Yao - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Document pre-trained models and grid-based models have proven to be very effective on
various tasks in Document AI. However, for the document layout analysis (DLA) task …

VSR: a unified framework for document layout analysis combining vision, semantics and relations

P Zhang, C Li, L Qiao, Z Cheng, S Pu, Y Niu… - Document Analysis and …, 2021 - Springer
Document layout analysis is crucial for understanding document structures. On this task,
vision and semantics of documents, and relations between layout components contribute to …

ViBERTgrid: a jointly trained multi-modal 2D document representation for key information extraction from documents

W Lin, Q Gao, L Sun, Z Zhong, K Hu, Q Ren… - Document Analysis and …, 2021 - Springer
Recent grid-based document representations like BERTgrid allow the simultaneous
encoding of the textual and layout information of a document in a 2D feature map so that …

A new fusion of whale optimizer algorithm with Kapur's entropy for multi-threshold image segmentation: Analysis and validations

M Abdel-Basset, R Mohamed… - Artificial intelligence …, 2022 - Springer
The separation of an object from other objects or the background by selecting the optimal
threshold values remains a challenge in the field of image segmentation. Threshold …

Language resources for historical newspapers: the Impresso collection

M Ehrmann, M Romanello, S Clematide, P Ströbel… - 2020 - zora.uzh.ch
Following decades of massive digitization, an unprecedented amount of historical document
facsimiles can now be retrieved and accessed via cultural heritage online portals. If this …

Hybrid marine predators algorithm for image segmentation: Analysis and validations

M Abdel-Basset, R Mohamed… - Artificial Intelligence …, 2022 - Springer
Naturally, to analyze an image accurately, all the similar objects within it should be
separated to pay attention to the most important object for reaching more details and hence …

Detecting information from Twitter on landslide hazards in Italy using deep learning models

R Franceschini, A Rosi, F Catani, N Casagli - Geoenvironmental Disasters, 2024 - Springer
Background Mass media are a new and important source of information for any natural
disaster, mass emergency, pandemic, economic or political event, or extreme weather event …

DocBed: A multi-stage OCR solution for documents with complex layouts

W Zhu, N Sokhandan, G Yang, S Martin… - Proceedings of the …, 2022 - ojs.aaai.org
Digitization of newspapers is of interest for many reasons including preservation of history,
accessibility and search ability, etc. While digitization of documents such as scientific articles …