An analytical approach for soil and land classification system using image processing

AV Deorankar, AA Rohankar - 2020 5th International …, 2020 - ieeexplore.ieee.org
In the last few decades researchers are interested in land mapping and its classification due
to various reasons. The reasons for an increase in the focus of the research community are …

Image based land cover classification for remote sensing applications-A review

MM Mishaa, AD Andrushia… - 2021 3rd International …, 2021 - ieeexplore.ieee.org
Land cover is a material present in the earth surface. It consists of forest, farming land, fertile,
infertile lands, desert, water bodies and agricultural areas etc., The basic need for capturing …

Classification of soil images using convolution neural networks

K Chatterjee, MS Obaidat, D Samanta… - 2021 International …, 2021 - ieeexplore.ieee.org
Classification of soil is crucial for the agricultural domain as it is an essential task in geology
and engineering domains. Various procedures are proposed to classify soil types in the …

Machine learning techniques in land cover classification using remote sensing data

MB Mayani, R Itagi - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Replacement of traditional farming by modern tools and techniques is the need of the hour.
To orient Indian agriculture system towards technology, a support system is required to give …

A review on the imaging approaches in agriculture with crop and soil sensing methodologies

MI Sadiq, SMP Rahman, S Kayes… - … Computing in Data …, 2021 - ieeexplore.ieee.org
Climate change, droughts, and growing food demands are the rising problems in the field of
agriculture. Agricultural methodologies need acclimatization to these growing problems with …

Automatic soil classification by using Gabor wavelet & support vector machine in digital image processing

S Shivhare, K Cecil - 2021 Third International Conference on …, 2021 - ieeexplore.ieee.org
Soil is an imperative element of agriculture where there are various types of soil available for
the same. Every soil has its distinct type of features and its harvesting nature for the …

Analytical approach for soil and land classification using image processing with deep learning

Y Aparna, G Somasekhar, N Bhaskar… - … for Innovation in …, 2023 - ieeexplore.ieee.org
Agriculture highly depends on soil. Soils are available in a number of types. Each type of soil
has unique characteristics, and various crops grow in each type of soil. For a number of …

Multispectral remote sensing image classification using modern machine intelligence approach

M Singh, KD Tyagi - 2021 7th International Conference on …, 2021 - ieeexplore.ieee.org
Classification of multispectral images is a processing tool used in various applications of
remote sensing in natural hazards assessment, agricultural and environmental monitoring to …

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 …

A comprehensive review on soil classification using deep learning and computer vision techniques

P Srivastava, A Shukla, A Bansal - Multimedia Tools and Applications, 2021 - Springer
Soil classification is one of the major affairs and emanating topics in a large number of
countries. The population of the world is rising at a majorly rapid pace and along with the …