Classification of satellite images

N Manohar, MA Pranav, S Aksha… - … Technology for Intelligent …, 2021 - Springer
In this work, we are creating a system to classify satellite images in order to extract
information using image processing techniques. Classification of satellite images into used …

Review of Various Learning Algorithms Applied to Satellite Image Classification

MV Gupta, RK Dwivedi, A Kumar - 2021 10th International …, 2021 - ieeexplore.ieee.org
Satellite image classification plays a vital role for extracting and analyzing information in
satellite images. It is a process that classify an image according to its characteristics. The …

Satellite Image Classification Using Convolutional Neural Network

PK Sarangi, B Sharma, L Rani… - Advances in Aerial …, 2024 - Wiley Online Library
Image classification refers to segregating pictures based on their visual characteristics. This
is a crucial area of study in computer vision and is widely used in various applications such …

Review on Image Classification Techniques in Machine Learning for Satellite Imagery

N Thamaraikannan, S Manju - 2021 International Conference …, 2021 - ieeexplore.ieee.org
Satellite imagery plays a vital role in research and developments for exploration and
improvement in agriculture monitoring and catastrophe monitoring and numerous fields …

Satellite Image Classification using CNN with Particle Swarm Optimization Classifier

S Vidhya, M Balaji, V Kamaraj - Procedia Computer Science, 2024 - Elsevier
Disaster relief, police work, and environmental monitoring all benefit from satellite images.
Objects and infrastructure in the images must be manually identified for these applications …

Satellite image classification using deep learning approach

D Yadav, K Kapoor, AK Yadav, M Kumar, A Jain… - Earth Science …, 2024 - Springer
Our planet Earth comprises distinguished topologies based on temperature, location,
latitude, longitude, and altitude, which can be captured using Remote Sensing Satellites. In …

Classification of EgyptSat-1 images using deep learning methods

H Keshk, XC Yin - International Journal of Sensors Wireless …, 2020 - ingentaconnect.com
Background: Deep Learning (DL) neural network methods have become a hotspot subject of
research in the remote sensing field. Classification of aerial satellite images depends on …

Classification of satellite images for ecology management using deep features obtained from convolutional neural network models

E Özbay, M Yıldırım - Iran Journal of Computer Science, 2023 - Springer
Ecology is the scientific study of balancing biodiversity, which has an impact on natural life
and habitats and establishes a strong yet complicated link between the ecosystem's …

Satellite Images Classification Using CNN: A Survey

ZH Jarrallah - … International Conference on Data Science and …, 2022 - ieeexplore.ieee.org
Satellite images are taken in different conditions that are affected by the weather, the
atmosphere, the noise they contain, and the difference in lighting. In addition, the images …

Satellite image classification for detecting unused landscape using CNN

S Akshay, TK Mytravarun, N Manohar… - … on electronics and …, 2020 - ieeexplore.ieee.org
As the landscapes changes day by day it leads to the increasing use of unused lands, by
which unused lands can be used for various purposes like agriculture, developing city …