Search Results - "Bazi, Yakoub"

Convolutional SVM Networks for Object Detection in UAV Imagery by Bazi, Yakoub, Melgani, Farid

“…Nowadays, unmanned aerial vehicles (UAVs) are viewed as effective acquisition platforms for several civilian applications. They can acquire images with an…”
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Unsupervised Domain Adaptation Using Generative Adversarial Networks for Semantic Segmentation of Aerial Images by Benjdira, Bilel, Bazi, Yakoub, Koubaa, Anis, Ouni, Kais

“…Segmenting aerial images is of great potential in surveillance and scene understanding of urban areas. It provides a mean for automatic reporting of the…”
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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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Deep learning approach for active classification of electrocardiogram signals by Rahhal, M.M. Al, Bazi, Yakoub, AlHichri, Haikel, Alajlan, Naif, Melgani, Farid, Yager, R.R.

“…In this paper, we propose a novel approach based on deep learning for active classification of electrocardiogram (ECG) signals. To this end, we learn a…”
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Deep Learning Approach for Car Detection in UAV Imagery by Ammour, Nassim, Alhichri, Haikel, Bazi, Yakoub, Benjdira, Bilel, Alajlan, Naif, Zuair, Mansour

“…This paper presents an automatic solution to the problem of detecting and counting cars in unmanned aerial vehicle (UAV) images. This is a challenging task…”
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A Deep Learning Approach to UAV Image Multilabeling by Zeggada, Abdallah, Melgani, Farid, Bazi, Yakoub

“…In this letter, we face the problem of multilabeling unmanned aerial vehicle (UAV) imagery, typically characterized by a high level of information content, by…”
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SSDAN: Multi-Source Semi-Supervised Domain Adaptation Network for Remote Sensing Scene Classification by Lasloum, Tariq, Alhichri, Haikel, Bazi, Yakoub, Alajlan, Naif

“…We present a new method for multi-source semi-supervised domain adaptation in remote sensing scene classification. The method consists of a pre-trained…”
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Classification of Remote Sensing Images Using EfficientNet-B3 CNN Model With Attention by Alhichri, Haikel, Alswayed, Asma S., Bazi, Yakoub, Ammour, Nassim, Alajlan, Naif A.

“…Scene classification is a highly useful task in Remote Sensing (RS) applications. Many efforts have been made to improve the accuracy of RS scene…”
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Deep Open-Set Domain Adaptation for Cross-Scene Classification based on Adversarial Learning and Pareto Ranking by Adayel, Reham, Bazi, Yakoub, Alhichri, Haikel, Alajlan, Naif

“…Most of the existing domain adaptation (DA) methods proposed in the context of remote sensing imagery assume the presence of the same land-cover classes in the…”
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Machine-to-Machine Visual Dialoguing with ChatGPT for Enriched Textual Image Description by Ricci, Riccardo, Bazi, Yakoub, Melgani, Farid

“…Image captioning is a technique that enables the automatic extraction of natural language descriptions about the contents of an image. On the one hand,…”
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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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Two-Stage Mask-RCNN Approach for Detecting and Segmenting the Optic Nerve Head, Optic Disc, and Optic Cup in Fundus Images by Almubarak, Haidar, Bazi, Yakoub, Alajlan, Naif

“…In this paper, we propose a method for localizing the optic nerve head and segmenting the optic disc/cup in retinal fundus images. The approach is based on a…”
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Transformers and Generative Adversarial Networks for Liveness Detection in Multitarget Fingerprint Sensors by Sandouka, Soha B, Bazi, Yakoub, Alajlan, Naif

“…Fingerprint-based biometric systems have grown rapidly as they are used for various applications including mobile payments, international border security, and…”
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Self-supervised learning for remote sensing scene classification under the few shot scenario by Alosaimi, Najd, Alhichri, Haikel, Bazi, Yakoub, Ben Youssef, Belgacem, Alajlan, Naif

“…Scene classification is a crucial research problem in remote sensing (RS) that has attracted many researchers recently. It has many challenges due to multiple…”
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A Fast Firefly Algorithm for Function Optimization: Application to the Control of BLDC Motor by Bazi, Smail, Benzid, Redha, Bazi, Yakoub, Rahhal, Mohamd Mahmoud Al

“…Firefly Algorithm (FA) is a recent swarm intelligence first introduced by X.S. Yang in 2008. It has been widely used to solve several optimization problems…”
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RS-LLaVA: A Large Vision-Language Model for Joint Captioning and Question Answering in Remote Sensing Imagery by Bazi, Yakoub, Bashmal, Laila, Al Rahhal, Mohamad Mahmoud, Ricci, Riccardo, Melgani, Farid

“…In this paper, we delve into the innovative application of large language models (LLMs) and their extension, large vision-language models (LVLMs), in the field…”
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Vision-Language Model for Visual Question Answering in Medical Imagery by Bazi, Yakoub, Rahhal, Mohamad Mahmoud Al, Bashmal, Laila, Zuair, Mansour

“…In the clinical and healthcare domains, medical images play a critical role. A mature medical visual question answering system (VQA) can improve diagnosis by…”
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End-to-End Deep Learning Fusion of Fingerprint and Electrocardiogram Signals for Presentation Attack Detection by M Jomaa, Rami, Mathkour, Hassan, Bazi, Yakoub, Islam, Md Saiful

“…Although fingerprint-based systems are the commonly used biometric systems, they suffer from a critical vulnerability to a presentation attack (PA). Therefore,…”
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CapERA: Captioning Events in Aerial Videos by Bashmal, Laila, Bazi, Yakoub, Al Rahhal, Mohamad Mahmoud, Zuair, Mansour, Melgani, Farid

“…In this paper, we introduce the CapERA dataset, which upgrades the Event Recognition in Aerial Videos (ERA) dataset to aerial video captioning. The newly…”
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Multimodal Approach for Enhancing Biometric Authentication by Ammour, Nassim, Bazi, Yakoub, Alajlan, Naif

“…Unimodal biometric systems rely on a single source or unique individual biological trait for measurement and examination. Fingerprint-based biometric systems…”
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