Works by Melgani, Farid

Results: 45

Robust Alzheimer's Patient Detection and Tracking for Room Entry Monitoring Using YOLOv8 and Cross Product Analysis.

Published in:

Computers, Materials & Continua, 2025, v. 83, n. 3, p. 4215, doi. 10.32604/cmc.2025.062686

By:

Sekharamantry, Praveen Kumar;
Melgani, Farid;
Delfiore, Roberto;
Lusardi, Stefano

Publication type:

Article

A Seamless Deep Learning Approach for Apple Detection, Depth Estimation, and Tracking Using YOLO Models Enhanced by Multi-Head Attention Mechanism.

Published in:

Computers (2073-431X), 2024, v. 13, n. 3, p. 83, doi. 10.3390/computers13030083

By:

Sekharamantry, Praveen Kumar;
Melgani, Farid;
Malacarne, Jonni;
Ricci, Riccardo;
de Almeida Silva, Rodrigo;
Marcato Junior, Jose

Publication type:

Article

New fusion and selection approaches for estimating the remaining useful life using Gaussian process regression and induced ordered weighted averaging operators.

Published in:

Quality & Reliability Engineering International, 2020, v. 36, n. 6, p. 2146, doi. 10.1002/qre.2688

By:

Bouzenita, Mohammed;
Mouss, Leila‐Hayet;
Melgani, Farid;
Bentrcia, Toufik

Publication type:

Article

Contrasting EfficientNet, ViT, and gMLP for COVID-19 Detection in Ultrasound Imagery.

Published in:

Journal of Personalized Medicine, 2022, v. 12, n. 10, p. 1707, doi. 10.3390/jpm12101707

By:

Rahhal, Mohamad Mahmoud Al;
Bazi, Yakoub;
Jomaa, Rami M.;
Zuair, Mansour;
Melgani, Farid

Publication type:

Article

COVID-19 Detection in CT/X-ray Imagery Using Vision Transformers.

Published in:

Journal of Personalized Medicine, 2022, v. 12, n. 2, p. N.PAG, doi. 10.3390/jpm12020310

By:

Al Rahhal, Mohamad Mahmoud;
Bazi, Yakoub;
Jomaa, Rami M.;
AlShibli, Ahmad;
Alajlan, Naif;
Mekhalfi, Mohamed Lamine;
Melgani, Farid

Publication type:

Article

Low-Cost Handheld Spectrometry for Detecting Flavescence Dorée in Vineyards.

Published in:

Applied Sciences (2076-3417), 2023, v. 13, n. 4, p. 2388, doi. 10.3390/app13042388

By:

Imran, Hafiz Ali;
Zeggada, Abdallah;
Ianniello, Ivan;
Melgani, Farid;
Polverari, Annalisa;
Baroni, Alice;
Danzi, Davide;
Goller, Rino

Publication type:

Article

Scene Description for Visually Impaired People with Multi-Label Convolutional SVM Networks.

Published in:

Applied Sciences (2076-3417), 2019, v. 9, n. 23, p. 5062, doi. 10.3390/app9235062

By:

Bazi, Yakoub;
Alhichri, Haikel;
Alajlan, Naif;
Melgani, Farid

Publication type:

Article

Spatial contextual Gaussian process learning for remote-sensing image classification.

Published in:

Remote Sensing Letters, 2015, v. 6, n. 7, p. 519, doi. 10.1080/2150704X.2015.1051628

By:

Hassouna, Houda;
Melgani, Farid;
Mokhtari, Zouhir

Publication type:

Article

Semantic segmentation for UAV low-light scenes based on deep learning and thermal infrared image features.

Published in:

International Journal of Remote Sensing, 2024, v. 45, n. 12, p. 4160, doi. 10.1080/01431161.2024.2357842

By:

Nuradili, Pakezhamu;
Zhou, Guiyun;
Zhou, Ji;
Wang, Ziwei;
Meng, Yizhen;
Tang, Wenbin;
Melgani, Farid

Publication type:

Article

Learning from Data for Remote Sensing Image Analysis.

Published in:

International Journal of Remote Sensing, 2022, v. 43, n. 15/16, p. 5527, doi. 10.1080/01431161.2022.2131481

By:

Bazi, Yakoub;
Cavallaro, Gabriele;
Demir, Begüm;
Melgani, Farid

Publication type:

Article

Sar compressed sensing based on Gaussian process regression.

Published in:

International Journal of Remote Sensing, 2021, v. 42, n. 15, p. 5648, doi. 10.1080/01431161.2021.1929541

By:

Rouabah, Slim;
Ouarzeddine, Mounira;
Melgani, Farid;
Souissi, Boularbah

Publication type:

Article

Using convolutional features and a sparse autoencoder for land-use scene classification.

Published in:

International Journal of Remote Sensing, 2016, v. 37, n. 10, p. 2149, doi. 10.1080/01431161.2016.1171928

By:

Othman, Esam;
Bazi, Yakoub;
Alajlan, Naif;
Alhichri, Haikel;
Melgani, Farid

Publication type:

Article

A fast object detector based on high-order gradients and Gaussian process regression for UAV images.

Published in:

International Journal of Remote Sensing, 2015, v. 36, n. 10, p. 2713, doi. 10.1080/01431161.2015.1043760

By:

Moranduzzo, Thomas;
Melgani, Farid;
Bazi, Yakoub;
Alajlan, Naif

Publication type:

Article

Unsupervised change-detection methods for remote-sensing images.

Published in:

Optical Engineering, 2002, v. 41, n. 12, p. 3288, doi. 10.1117/1.1518995

By:

Melgani, Farid;
Moser, Gabriele;
Serpico, Sebastiano B.

Publication type:

Article

Rainfall retrieval and drought monitoring skill of satellite rainfall estimates in the Ethiopian Rift Valley Lakes Basin.

Published in:

Journal of Applied Remote Sensing, 2019, v. 13, n. 1, p. 1, doi. 10.1117/1.JRS.13.014522

By:

Tesfamariam, Birhane Gebrehiwot;
Melgani, Farid;
Gessesse, Berhan

Publication type:

Article

Near-lossless spread spectrum watermarking for multispectral remote sensing images.

Published in:

Journal of Applied Remote Sensing, 2007, v. 1, n. 1, p. 1, doi. 10.1117/1.2535355

By:

Melgani, Farid;
Benzid, Redha;
De Natale, Francesco G. B.

Publication type:

Article

MaxEnt-based modeling of suitable habitat for rehabilitation of Podocarpus forest at landscape-scale.

Published in:

Environmental Systems Research, 2022, v. 11, n. 1, p. 1, doi. 10.1186/s40068-022-00248-6

By:

Tesfamariam, Birhane Gebrehiwot;
Gessesse, Berhan;
Melgani, Farid

Publication type:

Article

Genetic robust kernel sample selection for chemometric data analysis.

Published in:

Journal of Chemometrics, 2021, v. 35, n. 6, p. 1, doi. 10.1002/cem.3344

By:

Douak, Fouzi;
Ghoggali, Noureddine;
Hedjam, Rachid;
Mekhalfi, Mohamed Lamine;
Benoudjit, Nabil;
Melgani, Farid

Publication type:

Article

One-dimensional convolutional neural networks for spectroscopic signal regression.

Published in:

Journal of Chemometrics, 2018, v. 32, n. 5, p. 1, doi. 10.1002/cem.2977

By:

Malek, Salim;
Melgani, Farid;
Bazi, Yakoub

Publication type:

Article

A novel fusion approach based on induced ordered weighted averaging operators for chemometric data analysis.

Published in:

Journal of Chemometrics, 2013, v. 27, n. 12, p. 447, doi. 10.1002/cem.2557

By:

AlHichri, Haikel;
Bazi, Yakoub;
Alajlan, Naif;
Melgani, Farid;
Malek, Salim;
Yager, Ronald R.

Publication type:

Article

A robust regression approach for spectrophotometric signal analysis.

Published in:

Journal of Chemometrics, 2012, v. 26, n. 7, p. 400, doi. 10.1002/cem.2455

By:

Douha, Leila;
Benoudjit, Nabil;
Melgani, Farid

Publication type:

Article

Active learning for spectroscopic data regression.

Published in:

Journal of Chemometrics, 2012, v. 26, n. 7, p. 374, doi. 10.1002/cem.2443

By:

Douak, Fouzi;
Melgani, Farid;
Alajlan, Naif;
Pasolli, Edoardo;
Bazi, Yakoub;
Benoudjit, Nabil

Publication type:

Article

Local SVM approaches for fast and accurate classification of remote-sensing images.

Published in:

International Journal of Remote Sensing, 2012, v. 33, n. 19, p. 6186, doi. 10.1080/01431161.2012.678947

By:

Segata, Nicola;
Pasolli, Edoardo;
Melgani, Farid;
Blanzieri, Enrico

Publication type:

Article

A genetic expectation-maximization method for unsupervised change detection in multitemporal SAR imagery.

Published in:

International Journal of Remote Sensing, 2009, v. 30, n. 24, p. 6591, doi. 10.1080/01431160902882538

By:

Bazi, Yakoub;
Melgani, Farid;
Bruzzone, Lorenzo;
Vernazza, Gianni

Publication type:

Article

Vision System for Automatic On-Tree Kiwifruit Counting and Yield Estimation.

Published in:

Sensors (14248220), 2020, v. 20, n. 15, p. 4214, doi. 10.3390/s20154214

By:

Mekhalfi, Mohamed Lamine;
Nicolò, Carlo;
Ianniello, Ivan;
Calamita, Federico;
Goller, Rino;
Barazzuol, Maurizio;
Melgani, Farid

Publication type:

Article

Real-Time Indoor Scene Description for the Visually Impaired Using Autoencoder Fusion Strategies with Visible Cameras.

Published in:

Sensors (14248220), 2017, v. 17, n. 11, p. 2641, doi. 10.3390/s17112641

By:

Malek, Salim;
Melgani, Farid;
Mekhalfi, Mohamed Lamine;
Bazi, Yakoub

Publication type:

Article

Robust image binarization with ensembles of thresholding algorithms.

Published in:

Journal of Electronic Imaging, 2006, v. 15, n. 2, p. 023010, doi. 10.1117/1.2194767

By:

Melgani, Farid

Publication type:

Article

Computer vision-based phenotyping for improvement of plant productivity: a machine learning perspective.

Published in:

GigaScience, 2019, v. 8, n. 1, p. N.PAG, doi. 10.1093/gigascience/giy153

By:

Mochida, Keiichi;
Koda, Satoru;
Inoue, Komaki;
Hirayama, Takashi;
Tanaka, Shojiro;
Nishii, Ryuei;
Melgani, Farid

Publication type:

Article

Deep Learning Method for Wetland Segmentation in Unmanned Aerial Vehicle Multispectral Imagery.

Published in:

Remote Sensing, 2024, v. 16, n. 24, p. 4777, doi. 10.3390/rs16244777

By:

Nuradili, Pakezhamu;
Zhou, Ji;
Zhou, Guiyun;
Melgani, Farid

Publication type:

Article

A Novel Hybrid Deep-Learning Approach for Flood-Susceptibility Mapping.

Published in:

Remote Sensing, 2024, v. 16, n. 19, p. 3673, doi. 10.3390/rs16193673

By:

Riche, Abdelkader;
Drias, Ammar;
Guermoui, Mawloud;
Gherib, Tarek;
Boulmaiz, Tayeb;
Souissi, Boularbah;
Melgani, Farid

Publication type:

Article

RS-LLaVA: A Large Vision-Language Model for Joint Captioning and Question Answering in Remote Sensing Imagery.

Published in:

Remote Sensing, 2024, v. 16, n. 9, p. 1477, doi. 10.3390/rs16091477

By:

Bazi, Yakoub;
Bashmal, Laila;
Al Rahhal, Mohamad Mahmoud;
Ricci, Riccardo;
Melgani, Farid

Publication type:

Article

Machine-to-Machine Visual Dialoguing with ChatGPT for Enriched Textual Image Description.

Published in:

Remote Sensing, 2024, v. 16, n. 3, p. 441, doi. 10.3390/rs16030441

By:

Ricci, Riccardo;
Bazi, Yakoub;
Melgani, Farid

Publication type:

Article

Remote Sensing Analysis for Vegetation Assessment of a Large-Scale Constructed Wetland Treating Produced Water Polluted with Oil Hydrocarbons.

Published in:

Remote Sensing, 2023, v. 15, n. 24, p. 5632, doi. 10.3390/rs15245632

By:

Al-Jabri, Khaled;
Al-Mulla, Yaseen;
Melgani, Farid;
Stefanakis, Alexandros

Publication type:

Article

CapERA: Captioning Events in Aerial Videos.

Published in:

Remote Sensing, 2023, v. 15, n. 8, p. 2139, doi. 10.3390/rs15082139

By:

Bashmal, Laila;
Bazi, Yakoub;
Al Rahhal, Mohamad Mahmoud;
Zuair, Mansour;
Melgani, Farid

Publication type:

Article

Deep Learning-Based Apple Detection with Attention Module and Improved Loss Function in YOLO.

Published in:

Remote Sensing, 2023, v. 15, n. 6, p. 1516, doi. 10.3390/rs15061516

By:

Sekharamantry, Praveen Kumar;
Melgani, Farid;
Malacarne, Jonni

Publication type:

Article

Comparative Monte Carlo Analysis of Background Estimation Algorithms for Unmanned Aerial Vehicle Detection.

Published in:

Remote Sensing, 2021, v. 13, n. 5, p. 870, doi. 10.3390/rs13050870

By:

Matczak, Grzegorz;
Mazurek, Przemyslaw;
Melgani, Farid

Publication type:

Article

Capsule Networks for Object Detection in UAV Imagery.

Published in:

Remote Sensing, 2019, v. 11, n. 14, p. 1694, doi. 10.3390/rs11141694

By:

Mekhalfi, Mohamed Lamine;
Bejiga, Mesay Belete;
Soresina, Davide;
Melgani, Farid;
Demir, Begüm

Publication type:

Article

Domain Adversarial Neural Networks for Large-Scale Land Cover Classification.

Published in:

Remote Sensing, 2019, v. 11, n. 10, p. 1153, doi. 10.3390/rs11101153

By:

Bejiga, Mesay Belete;
Melgani, Farid;
Beraldini, Pietro

Publication type:

Article

Towards Automatic Extraction and Updating of VGI-Based Road Networks Using Deep Learning.

Published in:

Remote Sensing, 2019, v. 11, n. 9, p. 1012, doi. 10.3390/rs11091012

By:

Manandhar, Prajowal;
Marpu, Prashanth Reddy;
Aung, Zeyar;
Melgani, Farid

Publication type:

Article

High-Coverage Satellite-Based Coastal Bathymetry through a Fusion of Physical and Learning Methods.

Published in:

Remote Sensing, 2019, v. 11, n. 4, p. 376, doi. 10.3390/rs11040376

By:

Danilo, Céline;
Melgani, Farid

Publication type:

Article

A Convolutional Neural Network Approach for Assisting Avalanche Search and Rescue Operations with UAV Imagery.

Published in:

Remote Sensing, 2017, v. 9, n. 2, p. 100, doi. 10.3390/rs9020100

By:

Bejiga, Mesay Belete;
Zeggada, Abdallah;
Nouffidj, Abdelhamid;
Melgani, Farid

Publication type:

Article

CLASSIFICATION OF MULTITEMPORAL REMOTE-SENSING IMAGES BY A FUZZY FUSION OF SPECTRAL AND SPATIO-TEMPORAL CONTEXTUAL INFORMATION.

Published in:

International Journal of Pattern Recognition & Artificial Intelligence, 2004, v. 18, n. 2, p. 143, doi. 10.1142/S0218001404003083

By:

Melgani, Farid

Publication type:

Article

Artificial Intelligence Vision Methods for Robotic Harvesting of Edible Flowers.

Published in:

Plants (2223-7747), 2024, v. 13, n. 22, p. 3197, doi. 10.3390/plants13223197

By:

Taddei Dalla Torre, Fabio;
Melgani, Farid;
Pertot, Ilaria;
Furlanello, Cesare

Publication type:

Article

Sunpheno: A Deep Neural Network for Phenological Classification of Sunflower Images.

Published in:

Plants (2223-7747), 2024, v. 13, n. 14, p. 1998, doi. 10.3390/plants13141998

By:

Luoni, Sofia A. Bengoa;
Ricci, Riccardo;
Corzo, Melanie A.;
Hoxha, Genc;
Melgani, Farid;
Fernandez, Paula

Publication type:

Article

Deep residual 2D convolutional neural network for cardiovascular disease classification.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-72382-3

By:

Elyamani, Haneen A.;
Salem, Mohammed A.;
Melgani, Farid;
Yhiea, N. M.

Publication type:

Article