Zobrazeno 1 - 10
of 171
pro vyhledávání: '"Yakoub Bazi"'
Publikováno v:
Remote Sensing, Vol 16, Iss 12, p 2194 (2024)
In classical machine learning algorithms, used in many analysis tasks, the data are centralized for training. That is, both the model and the data are housed within one device. Federated learning (FL), on the other hand, is a machine learning techniq
Externí odkaz:
https://doaj.org/article/b735bb0c14ff4ad4923c03f481be8300
Publikováno v:
Remote Sensing, Vol 16, Iss 9, p 1477 (2024)
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 of remote sensing (RS) image analysis. We particularly emphasize their multi-tasking poten
Externí odkaz:
https://doaj.org/article/bbac3265f861430b919250d8f8f2e523
Autor:
Laila Bashmal, Yakoub Bazi, Farid Melgani, Riccardo Ricci, Mohamad M. Al Rahhal, Mansour Zuair
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 16, Pp 3279-3293 (2023)
Visual question generation (VQG) is a fundamental task in vision-language understanding that aims to generate relevant questions about the given input image. In this article, we propose a paragraph-based VQG approach for generating intelligent questi
Externí odkaz:
https://doaj.org/article/b49cde89939c4b998ccfc39786ac1561
Publikováno v:
Scientific Reports, Vol 13, Iss 1, Pp 1-15 (2023)
Abstract Scene classification is a crucial research problem in remote sensing (RS) that has attracted many researchers recently. It has many challenges due to multiple issues, such as: the complexity of remote sensing scenes, the classes overlapping
Externí odkaz:
https://doaj.org/article/165169ca5d3f4f899333a12f68a3324e
Publikováno v:
Remote Sensing, Vol 16, Iss 3, p 441 (2024)
Image captioning is a technique that enables the automatic extraction of natural language descriptions about the contents of an image. On the one hand, information in the form of natural language can enhance accessibility by reducing the expertise re
Externí odkaz:
https://doaj.org/article/83018d99f9414cf3a0c89dfe14b2a685
Publikováno v:
Applied Sciences, Vol 13, Iss 22, p 12462 (2023)
Zero-shot classification presents a challenge since it necessitates a model to categorize images belonging to classes it has not encountered during its training phase. Previous research in the field of remote sensing (RS) has explored this task by tr
Externí odkaz:
https://doaj.org/article/41d10fb2d78840d389217433f3761276
Autor:
Mohamad M. Al Rahhal, Yakoub Bazi, Norah A. Alsharif, Laila Bashmal, Naif Alajlan, Farid Melgani
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 15, Pp 9115-9126 (2022)
Cross-modal text-image retrieval in remote sensing (RS) provides a flexible retrieval experience for mining useful information from RS repositories. However, existing methods are designed to accept queries formulated in the English language only, whi
Externí odkaz:
https://doaj.org/article/6f63226a433d4cf98d007509067e18aa
Publikováno v:
Journal of Imaging, Vol 9, Iss 9, p 168 (2023)
Unimodal biometric systems rely on a single source or unique individual biological trait for measurement and examination. Fingerprint-based biometric systems are the most common, but they are vulnerable to presentation attacks or spoofing when a fake
Externí odkaz:
https://doaj.org/article/1e240dd55e9e45818e6210fe8b208334
Publikováno v:
Remote Sensing, Vol 15, Iss 8, p 2139 (2023)
In this paper, we introduce the CapERA dataset, which upgrades the Event Recognition in Aerial Videos (ERA) dataset to aerial video captioning. The newly proposed dataset aims to advance visual–language-understanding tasks for UAV videos by providi
Externí odkaz:
https://doaj.org/article/e9af47099bf741cebe2c5b9f99ee938b
Publikováno v:
IEEE Access, Vol 9, Pp 14078-14094 (2021)
Scene classification is a highly useful task in Remote Sensing (RS) applications. Many efforts have been made to improve the accuracy of RS scene classification. Scene classification is a challenging problem, especially for large datasets with tens o
Externí odkaz:
https://doaj.org/article/2038ec6c633a4a798b0b3f166fcaf9fc