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Lebanon Solar Rooftop Potential Assessment Using Buildings Segmentation From Aerial Images
Estimating solar rooftop potential at a national level is a fundamental building block for every country to utilize solar power …
Hassan Nasrallah
,
Abed Ellatif Samhat
,
Yilei Shi
,
Xiaoxiang Zhu
,
Ghaleb Faour
,
Ali J. GHANDOUR
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Project
DOI
Sci-Net: a Scale Invariant Model for Building Detection from Aerial Images
Buildings’ segmentation is a fundamental task in the field of earth observation and aerial imagery analysis. Most existing deep …
Hassan Nasrallah
,
Ali J. GHANDOUR
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Project
DOI
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 Haidar
,
Mustafa Shukor
,
Ali J. GHANDOUR
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Project
Influence of Snow Cover on Water Capacity in the Qaraaoun Reservoir, Lebanon
Considerable amount of surface water in Lebanon is stored behind dams, and the Qaraaoun Reservoir (QR) is a typical example. It is the …
Amin Shaban
,
Laurent Drapeau
,
Luciano Telesca
,
Nabil Amacha
,
Ali J. GHANDOUR
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Project
DOI
Analyzing Factors Associated with Fatal Road Crashes: A Machine Learning Approach
Road traffic injury accounts for a substantial human and economic burden globally. Understanding risk factors contributing to fatal …
Ali J. GHANDOUR
,
Huda Hammoud
,
Samar Al-Hajj
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Project
DOI
Allometric scaling of road accidents using social media crowd-sourced data
Traffic accidents in Lebanon are constantly harvesting lives, dramatically changing others, and traumatizing those of their beloved …
Ali J. GHANDOUR
,
Huda Hammoud
,
Mohamad Dimassi
,
Houssam Krayem
,
Jamal Haydar
,
Adam Issa
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Project
DOI
Transportation hazard spatial analysis using crowd-sourced social network data
The safety hazard and the additional costs on transportation due to road accidents invite the necessity to minimize their impact. In …
Ali J. GHANDOUR
,
Huda Hammoud
,
Luciano Telesca
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Project
DOI
A 32-year aridity analysis: a tool for better understanding on water resources management in Lebanon
Water scarcity has been well pronounced in the Middle East Region; however, Lebanon is still characterized by wet climate and …
Amin Shaban
,
Mohamad Awad
,
Ali J. GHANDOUR
,
Luciano Telesca
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Project
DOI
Building shadow detection based on multi-thresholding segmentation
The human eye can easily identify shadows of illuminated objects. However, automatically detecting such shadows with the use of …
Ali J. GHANDOUR
,
Abdul Karim Gizzini
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Project
DOI
Time-clustering behavior and cycles in the time dynamics of car accident sequences in Lebanon
This manuscript analyzes the temporal properties of sequences of car accidents in Lebanon from 2015 to 2018, using data from the …
Ali J. GHANDOUR
,
Michele Lovallo
,
Luciano Telesca
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Project
DOI
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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Project
DOI
Autonomous Building Detection Using Edge Properties and Image Color Invariants
Automated building extraction from high-resolution satellite imagery is a challenging research problem, and several issues remain with …
Ali J. GHANDOUR
,
Abdul Karim Gizzini
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Project
DOI
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
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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DOI
Speed Trap Optimal Patrolling: STOP Playing Stackelberg Security Games
During 2015, 35,092 people died in motor vehicle crashes on the U.S. roadways, an increase from 32,744 in 2014. The 7.2% increase is …
Ali J. GHANDOUR
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