Search Results for author: Lyes Saad Saoud

Found 6 papers, 3 papers with code

Autonomous Underwater Robotic System for Aquaculture Applications

no code implementations26 Aug 2023 Waseem Akram, Muhayyuddin Ahmed, Lyes Saad Saoud, Lakmal Seneviratne, Irfan Hussain

This work aims to develop a robotic-based automatic net defect detection system for aquaculture net pens oriented to on- ROV processing and real-time detection of different aqua-net defects such as biofouling, vegetation, net holes, and plastic.

Defect Detection

Cascaded Deep Hybrid Models for Multistep Household Energy Consumption Forecasting

no code implementations6 Jul 2022 Lyes Saad Saoud, Hasan AlMarzouqi, Ramy Hussein

This study introduces two hybrid cascaded models for forecasting multistep household power consumption in different resolutions.

Semantic Labeling of High Resolution Images Using EfficientUNets and Transformers

no code implementations20 Jun 2022 Hasan AlMarzouqi, Lyes Saad Saoud

In this paper, we propose a new segmentation model that combines convolutional neural networks with transformers, and show that this mixture of local and global feature extraction techniques provides significant advantages in remote sensing segmentation.

Ranked #3 on Semantic Segmentation on ISPRS Vaihingen (using extra training data)

Segmentation Semantic Segmentation +1

Household Energy Consumption Prediction Using the Stationary Wavelet Transform and Transformers

1 code implementation journal 2022 Lyes Saad Saoud, Hasan Al-Marzouqi, Ramy Hussein

This study proposes a new technique using machine learning models based on the stationary wavelet transform (SWT) and transformers to forecast household power consumption in different resolutions.

Wind speed forecasting using the stationary wavelet transform and quaternion adaptivegradient methods

1 code implementation journal 2021 Lyes Saad Saoud, Hasan Al-Marzouqi, Mohamed Deriche

In this paper, we propose a novel wind-speed forecasting model that combines the stationary wavelet transform with quaternion-valued neural networks.

Cannot find the paper you are looking for? You can Submit a new open access paper.