Concepedia

Current and future applications of statistical machine learning algorithms for agricultural machine vision systems

Tanzeel U. Rehman, Md Sultan Mahmud, Young Chang, Jian Jin, Jaemyung Shin

Computers and Electronics in Agriculture · 2018 · 410 citations · 177 references

Concepts

EngineeringAgricultural EngineeringComputer ScienceComputer VisionMachine LearningMachine VisionAgricultural ApplicationsAgricultural Machine VisionAgricultural SystemsAgricultural TechnologyCrop ClassificationObject RecognitionAgricultural Production ForecastingImage Classification For CropsImage-based Crop MonitoringMachine Learning Crop ClassificationMachine Vision SensorsMachine Vision SystemsMachine Vision Weed Identification

References

177

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

Public Health, Biostatistics, Bayesian Data Analysis +16

A Threshold Selection Method from Gray-Level Histograms

Nobuyuki Otsu · IEEE Transactions on Systems Man and Cybernetics · 1979 · 43.1K citations

Computing, Computer Science, Computer Vision +12

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text

Support-Vector Networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 33K citations · Full text

Reinforcement Learning: An Introduction

Richard S. Sutton, Andy Barto · IEEE Transactions on Neural Networks · 1998 · 27.1K citations

Computing, Behavioral Sciences, Computer Science +12