Nabil Zerrouki

According to our database, Nabil Zerrouki authored at least 15 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2022

Efficient land desertification detection using a deep learning-driven generative adversarial network approach: A case study.

Nabil Zerrouki, Abdelkader Dairi, Fouzi Harrou, Yacine Zerrouki, Ying Sun

Concurr. Comput. Pract. Exp., 2022

A Survey on Recent Advances in Fall Detection Systems Using Machine Learning Formalisms.

Nabil Zerrouki, Fouzi Harrou, Ying Sun, Amina Zouina Ait Djafer, Amrane Houacine

Proceedings of the 7th International Conference on Frontiers of Signal Processing, 2022

2021

Desertification Detection Using an Improved Variational Autoencoder-Based Approach Through ETM-Landsat Satellite Data.

Yacine Zerrouki, Fouzi Harrou, Nabil Zerrouki, Abdelkader Dairi, Ying Sun

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

2019

An Integrated Vision-Based Approach for Efficient Human Fall Detection in a Home Environment.

Fouzi Harrou, Nabil Zerrouki, Ying Sun, Amrane Houacine

IEEE Access, 2019

2018

Combined curvelets and hidden Markov models for human fall detection.

Nabil Zerrouki, Amrane Houacine

Multim. Tools Appl., 2018

Statistical Monitoring of Changes to Land Cover.

Nabil Zerrouki, Fouzi Harrou, Ying Sun

IEEE Geosci. Remote. Sens. Lett., 2018

Monitoring land-cover changes by combining a detection step with a classification step.

Fouzi Harrou, Nabil Zerrouki, Ying Sun, Lotfi Hocini

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

2017

Vision-based fall detection system for improving safety of elderly people.

Fouzi Harrou, Nabil Zerrouki, Ying Sun, Amrane Houacine

IEEE Instrum. Meas. Mag., 2017

Adaboost-based algorithm for human action recognition.

Nabil Zerrouki, Fouzi Harrou, Ying Sun, Amrane Houacine

Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

2016

Accelerometer and Camera-Based Strategy for Improved Human Fall Detection.

Nabil Zerrouki, Fouzi Harrou, Ying Sun, Amrane Houacine

J. Medical Syst., 2016

A simple strategy for fall events detection.

Fouzi Harrou, Nabil Zerrouki, Ying Sun, Amrane Houacine

Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

2015

Determination of an optimal feature selection method based on maximum Shapley value.

Fatiha Mokdad, Djamel Bouchaffra, Nabil Zerrouki, Azzedine Touazi

Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015

2014

Pixel-based or Object-based: Which approach is more appropriate for remote sensing image classification?

Nabil Zerrouki, Djamel Bouchaffra

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Automatic Classification of Human Body Postures Based on Curvelet Transform.

Nabil Zerrouki, Amrane Houacine

Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

2013

Combining Pixel- and Object-Based Approaches for Multispectral Image Classification Using Dempster-Shafer Theory.

Youcef Brik, Nabil Zerrouki, Djamel Bouchaffra

Proceedings of the Ninth International Conference on Signal-Image Technology & Internet-Based Systems, 2013