Search Results - "Al Rahhal, Mohamad M."

Multilanguage Transformer for Improved Text to Remote Sensing Image Retrieval by Rahhal, Mohamad M. Al, Bazi, Yakoub, Alsharif, Norah A., Bashmal, Laila, Alajlan, Naif, Melgani, Farid

“…Cross-modal text-image retrieval in remote sensing (RS) provides a flexible retrieval experience for mining useful information from RS repositories. However,…”
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Deep Unsupervised Embedding for Remote Sensing Image Retrieval Using Textual Cues by Rahhal, Mohamad M. Al, Bazi, Yakoub, Abdullah, Taghreed, Mekhalfi, Mohamed L., Zuair, Mansour

“…Compared to image-image retrieval, text-image retrieval has been less investigated in the remote sensing community, possibly because of the complexity of…”
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Vision Transformers for Remote Sensing Image Classification by Bazi, Yakoub, Bashmal, Laila, Rahhal, Mohamad M. Al, Dayil, Reham Al, Ajlan, Naif Al

“…In this paper, we propose a remote-sensing scene-classification method based on vision transformers. These types of networks, which are now recognized as…”
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Contrasting Dual Transformer Architectures for Multi-Modal Remote Sensing Image Retrieval by Rahhal, Mohamad M. Al, Bencherif, Mohamed Abdelkader, Bazi, Yakoub, Alharbi, Abdullah, Mekhalfi, Mohamed Lamine

“…Remote sensing technology has advanced rapidly in recent years. Because of the deployment of quantitative and qualitative sensors, as well as the evolution of…”
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Open set classification of Hyperspectral images with energy models by Alwadei, Bashair, Lamine Mekhalfi, Mohamed, Bazi, Yakoub, M Al Rahhal, Mohamad, Zuair, Mansour

“…Hyperspectral images are rich in spectral data, lending themselves well to pixel-level image classification tasks. Previous studies primarily focus on…”
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Visual Question Generation From Remote Sensing Images by Bashmal, Laila, Bazi, Yakoub, Melgani, Farid, Ricci, Riccardo, Al Rahhal, Mohamad M., Zuair, Mansour

“…Visual question generation (VQG) is a fundamental task in vision-language understanding that aims to generate relevant questions about the given input image…”
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Learning a Multi-Branch Neural Network from Multiple Sources for Knowledge Adaptation in Remote Sensing Imagery by Al Rahhal, Mohamad, Bazi, Yakoub, Abdullah, Taghreed, Mekhalfi, Mohamed, AlHichri, Haikel, Zuair, Mansour

“…In this paper we propose a multi-branch neural network, called MB-Net, for solving the problem of knowledge adaptation from multiple remote sensing scene…”
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Spinal Cord Segmentation in Ultrasound Medical Imagery by Benjdira, Bilel, Ouni, Kais, Al Rahhal, Mohamad M., Albakr, Abdulrahman, Al-Habib, Amro, Mahrous, Emad

“…In this paper, we study and evaluate the task of semantic segmentation of the spinal cord in ultrasound medical imagery. This task is useful for neurosurgeons…”
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Simple Yet Effective Fine-Tuning of Deep CNNs Using an Auxiliary Classification Loss for Remote Sensing Scene Classification by Bazi, Yakoub, Al Rahhal, Mohamad M., Alhichri, Haikel, Alajlan, Naif

“…The current literature of remote sensing (RS) scene classification shows that state-of-the-art results are achieved using feature extraction methods, where…”
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TextRS: Deep Bidirectional Triplet Network for Matching Text to Remote Sensing Images by Abdullah, Taghreed, Bazi, Yakoub, Al Rahhal, Mohamad M., Mekhalfi, Mohamed L., Rangarajan, Lalitha, Zuair, Mansour

“…Exploring the relevance between images and their respective natural language descriptions, due to its paramount importance, is regarded as the next frontier in…”
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Learning to enhance areal video captioning with visual question answering by Al Mehmadi, Shima M., Bazi, Yakoub, Al Rahhal, Mohamad M., Zuair, Mansour

“…The utilization of Unmanned Aerial Vehicles (UAV) in remote sensing (RS) has witnessed a significant surge, offering valuable insights into Earth dynamics and…”
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Convolutional Neural Networks for Electrocardiogram Classification by Al Rahhal, Mohamad M., Bazi, Yakoub, Al Zuair, Mansour, Othman, Esam, BenJdira, Bilel

“…In this paper, we propose a transfer learning approach for Arrhythmia Detection and Classification in Cross ECG Databases. This approach relies on a deep…”
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Energy-based learning for open-set classification in remote sensing imagery by Al Rahhal, Mohamad M., Bazi, Yakoub, Al-Dayil, Reham, Alwadei, Bashair M., Ammour, Nassim, Alajlan, Naif

“…Scene classification in remote sensing imagery is generally addressed from a closed set-setting perspective where the training and testing domains share the…”
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Open-ended remote sensing visual question answering with transformers by Al Rahhal, Mohamad M., Bazi, Yakoub, Alsaleh, Sara O., Al-Razgan, Muna, Mekhalfi, Mohamed Lamine, Al Zuair, Mansour, Alajlan, Naif

“…Visual question answering (VQA) has been attracting attention in remote sensing very recently. However, the proposed solutions remain rather limited in the…”
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Classification of AAMI heartbeat classes with an interactive ELM ensemble learning approach by Rahhal, Mohamad M. Al, Bazi, Yakoub, Alajlan, Naif, Malek, Salim, Al-Hichri, Haikel, Melgani, Farid, Zuair, Mansour A. Al

“…Flowchart of the proposed interactive classification system. •This paper proposes an ensemble method for the classification of AAMI signals.•The extreme…”
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Learning to Align Arabic and English Text to Remote Sensing Images Using Transformers by Alsharif, Norah A., Bazi, Yakoub, Al Rahhal, Mohamad M.

“…With the rapid increase of multimodal remote sensing (RS) data, cross-modal retrieval maximally benefits us to give us more flexibility in image retrieval…”
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Remote Sensing Image Retrieval Using Multilingual Texts by Alsharif, Norah A., Bazi, Yakoub, Al Rahhal, Mohamad M.

“…Recently, multimodal retrieval has attracted increasing attention in remote sensing community. in particular, text-image retrieval showed a promising research…”
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Open-Ended Visual Question Answering Model For Remote Sensing Images by Alsaleh, Sara O., Bazi, Yakoub, Al Rahhal, Mohamad M., Al Zuair, Mansour

“…In this paper, we present an open-ended visual question answering (VQA) model for remote sensing images, where the answers can be given in the form of short…”
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Multi-Language Transformer For Improved Text to Remote Sensing Image Retrieval by Rahhal, Mohamad M. Al, Bazi, Yakoub, Alsharif, Norah A., Bashmal, Laila, Alajlan, Naif, Melgani, Farid

“…Cross-Modal text-image retrieval in remote sensing (RS) provides a flexible retrieval experience for mining useful information from RS repositories. However,…”
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Language Integration in Remote Sensing: Tasks, datasets, and future directions by Bashmal, Laila, Bazi, Yakoub, Melgani, Farid, Al Rahhal, Mohamad M., Al Zuair, Mansour Abdulaziz

“…The emerging field of vision-language models, which combines computer vision and natural language processing (NLP), has gained significant interest and…”
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