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Efficient Adaptation For Remote Sensing Visual Grounding
Foundation models have revolutionized artificial intelligence (AI), offering remarkable capabilities across multi-modal domains. Their …
Hasan Moughnieh
,
Mohamad Chalhoub
,
Hasan Nasrallah
,
Cristiano Nattero
,
Paolo Campanella
,
Ali J. GHANDOUR
PDF
Project
Efficient adaptation of Foundation Models for Visual Grounding Remote Sensing
Foundation models have demonstrated impressive proficiency across multiple domains, including language, vision, and multi-modal …
Ali J. GHANDOUR
,
Hasan Moughnieh
,
Mohammad Hasan Zahweh
,
Hasan Nasrallah
,
Mustafa Shukor
,
Cristiano Nattero
,
Paolo Campanella
PDF
Project
Poster
DOI
0
CITATIONS
0
Total citations
0
Recent citations
n/a
Field Citation Ratio
n/a
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Automated National Urban Map Extraction
Developing countries usually lack the proper governance means to generate and regularly update a national rooftop map. Using …
Hasan Nasrallah
,
Abed Ellatif Samhat
,
Cristiano Nattero
,
Ali J. GHANDOUR
PDF
Project
Empirical Study of PEFT techniques for Winter Wheat Segmentation
Parameter Efficient Fine Tuning (PEFT) techniques have recently experienced significant growth and have been extensively employed to …
Mohammad Hasan Zahweh
,
Hasan Nasrallah
,
Mustafa Shukor
,
Ghaleb Faour
,
Ali J. GHANDOUR
PDF
Cite
Code
Project
DOI
0
CITATIONS
0
Total citations
0
Recent citations
0
Field Citation Ratio
n/a
Relative Citation Ratio
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Readers:
2
Mentions
News Mentions:
1
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Trainable Noise Model as an XAI evaluation method: application on Sobol for remote sensing image segmentation
eXplainable Artificial Intelligence (XAI) has emerged as an essential requirement when dealing with mission-critical applications, …
Hossein Shreim
,
Abdul Karim Gizzini
,
Ali J. GHANDOUR
PDF
Cite
Project
DOI
2
CITATIONS
2
Total citations
2
Recent citations
1.23
Field Citation Ratio
n/a
Relative Citation Ratio
Plum Print visual indicator of research metrics
Captures
Readers:
13
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Extending Cam-based XAI methods for Remote Sensing Imagery Segmentation
Artificial intelligence (AI) has recently covered many earth observation applications. AI-based data-driven methods perform …
Abdul Karim Gizzini
,
Mustafa Shukor
,
Ali J. GHANDOUR
PDF
Project
Zero-Shot Refinement of Buildings' Segmentation Models using SAM
Foundation models have demonstrated unparalleled performance across diverse tasks involving vision, language, and multimodal domains. …
Ali Mayladan
,
Hasan Nasrallah
,
Hasan Moughnieh
,
Mustafa Shukor
,
Ali J. GHANDOUR
PDF
Project
Buildings Classification using Very High Resolution Satellite Imagery
Buildings classification using satellite images is becoming more important for several applications such as damage assessment, resource …
Mohamad Dimassi
,
Abed Ellatif Samhat
,
Mohamad Zaraket
,
Jamal Haydar
,
Ali J. GHANDOUR
PDF
Cite
Dataset
Project
Autonomous Vehicle Detection and Classification in High Resolution Satellite Imagery
High resolution remote sensing data can provide worldwide images rapidly contrasted with conventional strategies for information …
Ali J. GHANDOUR
,
Houssam Krayem
,
Abdul Karim Gizzini
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Cite
Project
DOI
4
CITATIONS
4
Total citations
0
Recent citations
0.79
Field Citation Ratio
n/a
Relative Citation Ratio
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Citations
Citation Indexes:
4
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Readers:
10
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Design of a Lebanese Cube Satellite
Nowadays, nanosatellites are widely used in space technology due to their small size, ease of deployment, and relatively short …
Ali J. GHANDOUR
,
Mohamad Abdallah
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Project
DOI
1
CITATION
1
Total citation
0
Recent citations
n/a
Field Citation Ratio
n/a
Relative Citation Ratio
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Citations
Citation Indexes:
1
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10
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Post-War Building Damage Detection
Natural disasters and wars wreak havoc not only on individuals and critical infrastructure, but also leave behind ruined residential …
Ali J. GHANDOUR
,
Abdul Karim Gizzini
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Project
DOI
7
CITATIONS
7
Total citations
3
Recent citations
n/a
Field Citation Ratio
n/a
Relative Citation Ratio
Plum Print visual indicator of research metrics
Citations
Citation Indexes:
3
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Readers:
16
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