Concepedia

Predicting soil texture from smartphone-captured digital images and an application

R Swetha, Prajwal Bende, Kabeer Singh, Srikanth Gorthi, Asim Biswas, David C. Weindorf, Somsubhra Chakraborty

Geoderma · 2020 · 96 citations · 34 references

Open access

Concepts

AgricultureEarth SciencesSoil SciencesSoil PhysicsSoil ScienceSoil SensingAgricultural Machine VisionSoil ColorSoil FormationSoil InterpretationSoil MorphologySoil TexturePredictive Soil ModelingSoil Property PredictionSoil Texture AnalysisSoil Texture CharacterizationSoil Texture Estimation

References

34

R: A Language and Environment for Statistical Computing

R Core Team · 2000 · 353K citations · Full text

Natural Sciences, Computer Science, Statistical Computing +10

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Textural Features for Image Classification

Robert M. Haralick, I. Dinstein · IEEE Transactions on Systems Man and Cybernetics · 1973 · 22.5K citations

Computing, Earth Sciences, Computer Vision +16

Visible, near infrared, mid infrared or combined diffuse reflectance spectroscopy for simultaneous assessment of various soil properties

Raphael A. Viscarra Rossel, D.J.J. Walvoort, Alex B. McBratney et al. · Geoderma · 2005 · 2.1K citations

Natural Sciences, Earth Sciences, Soil Sciences +16

Road crack detection using deep convolutional neural network

Lei Zhang, Fan Yang, Yimin D. Zhang et al. · 2016 · 1.5K citations

Computing, Computer Science, Computer Vision +16