Feature extraction and object detection using fast-convolutional neural network for remote sensing satellite image

NB Devi, AC Kavida, R Murugan - Journal of the Indian Society of Remote …, 2022 - Springer
Feature extraction and object detection face a challenging problem on remote sensing
satellite images. This research paper proposed an effective feature extraction technique …

Satellite image retrieval of random forest (rf-PNN) based probablistic neural network

N Bharatha Devi - Earth Science Informatics, 2022 - Springer
The image retrieval process grows a massive problem due to the huge number of data exist
on the web. So, the accurate retrieval of satellite image of the given query is one of the …

A Systematic Review of Noise Types, Denoising Methods, and Evaluation Metrics in Images

P Prasad, J Anitha, D Anil - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The removal of noise from images while retaining their quality and information is a crucial
task in the field of image processing, and is commonly known as image denoising. As the …

A novel custom optimized convolutional neural network for a satellite image by using forest fire detection

V Kalaivani, P Chanthiya - Earth Science Informatics, 2022 - Springer
One of the main degradation occur in forest region is fire attack. Till now, million hectares of
forest areas are burned out due to the environmental and human impact. This will severely …

Hierarchical lossless image compression for telemedicine applications

R Sumalatha, MV Subramanyam - Procedia Computer Science, 2015 - Elsevier
The main aim of hierarchical lossless image compression is to improve accuracy, reduce the
bit rate and improve the compression efficiency for the storage and transmission of the …

[PDF][PDF] Performance of fuzzy filter and mean filter for removing gaussian noise

PK Patidar, P Dadheech - International Journal of Computer …, 2019 - academia.edu
The goal of image filtering is to remove the noise from the image in such a way that the"
original" image is visible. Image filtering is a method by which we can enhance images …

[PDF][PDF] Image denoising using Spatial Adaptive Mask Filter for medical images

R Sumalatha, MV Subramanyam - International Conference on …, 2015 - academia.edu
In medical image processing the quality of the image is degraded in the presence of noise
especially in ultra sound imaging and Magnetic resonance imaging the data was corrupted …

Median filter aided cnn model for removal of gaussian noise from images

S Dey, R Bhattacharya, R Sarkar - 2020 IEEE Recent …, 2020 - ieeexplore.ieee.org
Image denoising, is a research problem where we aim to recover noise-free images from
those that are contaminated with noise. It is also a very challenging problem for all …

[PDF][PDF] ASSESSMENT COMMITTEE

M KHERALLAH - 2024 - researchgate.net
The Most multimedia files, especially those containing private information are images. Since
multimedia transmission takes place on public communication channels, it is more …

Novel Restoration Techniques for Images Corrupted with High Density Impulsive Noise

R Kulkarni - 2012 - ethesis.nitrkl.ac.in
Impulse noise is a most common noise which affects the image quality during acquisition or
transmission, reception or storage and retrieval process. Impulse noise comes under two …