Impact of image compression on the performance of steel surface defect classification with a CNN

T Benbarrad, L Eloutouate, M Arioua, F Elouaai… - Journal of Sensor and …, 2021 - mdpi.com
Machine vision is increasingly replacing manual steel surface inspection. The automatic
inspection of steel surface defects makes it possible to ensure the quality of products in the …

Solar desalination system for fresh water production performance estimation in net-zero energy consumption building: A comparative study on various machine …

AH Alhamami, E Falude, AO Ibrahim… - Water Science & …, 2024 - iwaponline.com
This study employs diverse machine learning models, including classic artificial neural
network (ANN), hybrid ANN models, and the imperialist competitive algorithm and emotional …

[HTML][HTML] Second-order texton feature extraction and pattern recognition of building polygon cluster using CNN network

P Liu, Z Shao, T Xiao - International Journal of Applied Earth Observation …, 2024 - Elsevier
The cluster patterns of features in map space represent a comprehensive reflection of
individual feature geometric attributes and their spatial adjacency relationships. These …

Potato Leaf Disease Detection Using the Convolutional Neural Network

A Haidari, A Kumar - 2023 14th International Conference on …, 2023 - ieeexplore.ieee.org
Plant diseases, a momentous challenge which initial phase of identification diseases plays a
prominent function in managing the prevalence of infection and improving the farming …

[PDF][PDF] Sentinel-2 MSI data for active fire detection in major fire-prone biomes: A multi-criteria approach

X Hu, Y Ban, A Nascetti - International Journal of Applied Earth …, 2021 - lirias.kuleuven.be
ABSTRACT Sentinel-2 MultiSpectral Instrument (MSI) data exhibits the great potential of
enhanced spatial and temporal coverage for monitoring biomass burning which could …

Revolutionizing Brain Tumor Analysis: A Fusion of ChatGPT and Multi-Modal CNN for Unprecedented Precision.

S Rawas, AD Samala - International Journal of Online & …, 2024 - search.ebscohost.com
In this study, we introduce an innovative approach to significantly enhance the precision and
interpretability of brain tumor detection and segmentation. Our method ingeniously …

A novel method for the complex tube system reconstruction and measurement

X Guo, X Su, Y Yuan, T Suo, Y Liu - Sensors, 2021 - mdpi.com
Pipe structures are at the base of the entire industry. In the industry structure, heat and
vibration are transmitted in each pipe. The minimum distance between each pipe is …

A Review of Automatic Road Sign Recognition Systems

Z Younes, E Ayoub - 2023 3rd International Conference on …, 2023 - ieeexplore.ieee.org
Traffic-signs recognition (TSR) systems are an in-herent element of Intelligent Transport
Systems (ITS), which is why it's considered a necessary element of Advanced Driver …

[PDF][PDF] Raspberry quality detection in visual spectrum using neural networks

A Blagodyr - 2021 - er.ucu.edu.ua
The thesis presents the raspberry quality detection approach based on a convolutional
neural network with U-net architecture and compared with PSPnet architecture. The limited …