Developing an automated monitoring system for fast and accurate prediction of soil texture using an image-based deep learning network and machine vision system

Deep Learning--based Text Classification

(2021) Shervin Minaee et al.   ACM COMPUTING SURVEYS

Reliability assessment of water quality index based on guidelines of national sanitation foundation in natural streams: integration of remote sensing and data-driven models

(2021) Mohammad Najafzadeh et al.   ARTIFICIAL INTELLIGENCE REVIEW

Detection of fraud in ginger powder using an automatic sorting system based on image processing technique and deep learning

(2021) Ahmad Jahanbakhshi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Learning-to-augment strategy using noisy and denoised data: Improving generalizability of deep CNN for the detection of COVID-19 in X-ray images

(2021) Mohammad Momeny et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A novel method based on machine vision system and deep learning to detect fraud in turmeric powder

(2021) Ahmad Jahanbakhshi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Improved digital image-based assessment of soil aggregate size by applying convolutional neural networks

(2021) Pendar Alirezazadeh et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Dual-manifold regularized regression models for feature selection based on hesitant fuzzy correlation

(2021) Mahla Mokhtia et al.   KNOWLEDGE-BASED SYSTEMS

Waste management using an automatic sorting system for carrot fruit based on image processing technique and improved deep neural networks

(2021) Ahmad Jahanbakhshi et al.   Energy Reports

Receiving More Accurate Predictions for Longitudinal Dispersion Coefficients in Water Pipelines: Training Group Method of Data Handling Using Extreme Learning Machine Conceptions

(2020) Farid Saberi-Movahed et al.   WATER RESOURCES MANAGEMENT

Classification of soil aggregates: A novel approach based on deep learning

(2020) Afshin Azizi et al.   SOIL & TILLAGE RESEARCH

Evaluation of image processing technique as an expert system in mulberry fruit grading based on ripeness level using artificial neural networks (ANNs) and support vector machine (SVM)

(2020) Hossein Azarmdel et al.   POSTHARVEST BIOLOGY AND TECHNOLOGY

Accurate classification of cherry fruit using deep CNN based on hybrid pooling approach

(2020) Mohammad Momeny et al.   POSTHARVEST BIOLOGY AND TECHNOLOGY

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

(2020) R.K. Swetha et al.   GEODERMA

Regularizing extreme learning machine by dual locally linear embedding manifold learning for training multi-label neural network classifiers

(2020) Mohammad Rezaei-Ravari et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Predicting soil texture using image analysis

(2019) Pedro Augusto de Oliveira Morais et al.   MICROCHEMICAL JOURNAL

Compressive spectral imaging system for soil classification with three-dimensional convolutional neural network

(2019) Yue Yu et al.   OPTICS EXPRESS

Classification of sour lemons based on apparent defects using stochastic pooling mechanism in deep convolutional neural networks

(2019) Ahmad Jahanbakhshi et al.   SCIENTIA HORTICULTURAE

Development of a novel machine vision procedure for rapid and non-contact measurement of soil moisture content

(2018) Fatemeh Rahimi-Ajdadi et al.   MEASUREMENT

Machine Learning in Agriculture: A Review

(2018) Konstantinos Liakos et al.   SENSORS

Near infrared spectroscopy as an easy and precise method to estimate soil texture

(2018) Angélica Jaconi et al.   GEODERMA

Plant identification using deep neural networks via optimization of transfer learning parameters

(2017) Mostafa Mehdipour Ghazi et al.   NEUROCOMPUTING

Deep Count: Fruit Counting Based on Deep Simulated Learning

(2017) et al.   SENSORS

Adequacy of laser diffraction for soil particle size analysis

(2017) Peter Fisher et al.   PLoS One

Plant species classification using deep convolutional neural network

(2016) Mads Dyrmann et al.   BIOSYSTEMS ENGINEERING

Strength measurement and textural characteristics of tropical residual soil stabilised with liquid polymer

(2016) Nima Latifi et al.   MEASUREMENT

DeepFruits: A Fruit Detection System Using Deep Neural Networks

(2016) Inkyu Sa et al.   SENSORS

Determination of soil properties with visible to near- and mid-infrared spectroscopy: Effects of spectral variable selection

(2014) M. Vohland et al.   GEODERMA

Analysis of texture-based features for predicting mechanical properties of horticultural products by laser light backscattering imaging

(2013) Kaveh Mollazade et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Soil particle-size analysis up to 250μm by X-ray granulometer: Device set-up and regressions for data conversion into pipette-equivalent values

(2012) M.C. Andrenelli et al.   GEODERMA