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 …

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 …

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 …

SatNet: A Lightweight Satellite Image Classification Model Using Deep Convolutional Neural Network

S Ulla, EH Shipra, MA Tahmeed, P Saha… - … and Photonics (ICTP …, 2023 - ieeexplore.ieee.org
Deep Learning approach is essential for classifying remotely sensed images, identifying
objects in satellite images, and using those results for numerous purposes. In light of the …

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

S Saini, R Dahiya, S Ratna… - 2024 2nd International …, 2024 - ieeexplore.ieee.org
Satellite images have become a vital resource in a variety of fields, including environmental
monitoring, urban planning, and disaster management. The adoption of deep learning …

Satellite image classification methods and techniques: A survey

H Ouchra, A Belangour - 2021 IEEE International Conference …, 2021 - ieeexplore.ieee.org
At the age of artificial intelligence, remote sensing and especially satellite imagery is gaining
widespread interest among computer science community in their effort to give machines the …

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 …

Machine learning approach towards satellite image classification

H Ferdous, T Siraj, SJ Setu, MM Anwar… - … Conference on Trends in …, 2021 - Springer
Classification of the image is an integral part of the digital picture and plays a very significant
role in the development of remote sensing technologies. Thus the need to find sophisticated …

Satellite image categorization using scalable deep learning

S Tehsin, S Kausar, A Jameel, M Humayun… - Applied Sciences, 2023 - mdpi.com
Featured Application This research can be used for environmental monitoring. Satellite
images are used to classify different land cover types. This information can help in …