Prediction of size and mass of pistachio kernels using random Forest machine learning

SK Vidyarthi, R Tiwari, SK Singh… - Journal of Food Process …, 2020 - Wiley Online Library
The size and mass of the pistachio kernels are important parameters in pistachio industry
worldwide, which are generally associated with pistachio classification and consumer's …

Prediction of Pistachio (Pistacia vera L.) Mass Based on Shape and Size Attributes by Using Machine Learning Algorithms

C Saglam, N Cetin - Food Analytical Methods, 2022 - Springer
Size, mass, and shape attributes play a significant role in the quality assessment and post-
harvest technologies of agricultural products. Pistachio is widely consumed worldwide, and …

Classification of peeled pistachio kernels using computer vision and color features

M Omid, MS Firouz, H Nouri-Ahmadabadi… - … , environment and food, 2017 - Elsevier
In this study, an algorithm based on combined image processing and machine learning
techniques including artificial neural networks (ANN) and support vector machine (SVM) …

Soft computing-based approach on prediction promising pistachio seedling base on leaf characteristics

P Heidari, M Rezaei, A Rohani - Scientia Horticulturae, 2020 - Elsevier
Fruit trees breeding is a time-consuming process. It can save time and cost in a fruit
breeding program if promising genotypes can be predicted at the early stages of vegetative …

Sensory and instrumental texture assessment of roasted pistachio nut/kernel by partial least square (PLS) regression analysis: effect of roasting conditions

T Mohammadi Moghaddam, SMA Razavi… - Journal of food science …, 2016 - Springer
Roasting is an important step in the processing of pistachio nuts. The effect of hot air
roasting temperature (90, 120 and 150° C), time (20, 35 and 50 min) and air velocity (0.5, 1.5 …

Machine learnt image processing to predict weight and size of rice kernels

SK Singh, SK Vidyarthi, R Tiwari - Journal of Food Engineering, 2020 - Elsevier
Accurate measurement of rice kernel sizes after milling is critical for rice milling operations.
The size and mass of the individual rice kernels are important parameters typically …

Effect of roasting conditions on hardness, moisture content and colour of pistachio kernels

A Shakerardekani, R Karim, HM Ghazali… - Moisture Content and …, 2011 - papers.ssrn.com
Roasting of whole-kernels is an important step in the production of pistachio paste. The
effect of hot air roasting temperatures (90-190 C) and times (5-65 min) on the hardness …

[HTML][HTML] Design, development and evaluation of an online grading system for peeled pistachios equipped with machine vision technology and support vector machine

H Nouri-Ahmadabadi, M Omid, SS Mohtasebi… - Information Processing …, 2017 - Elsevier
In this study, an intelligent system based on combined machine vision (MV) and Support
Vector Machine (SVM) was developed for sorting of peeled pistachio kernels and shells. The …

Sorting of in-shell pistachio nuts from kernels using color imaging

RP Haff, TC Pearson, N Toyofuku - Applied engineering in …, 2010 - elibrary.asabe.org
Sorting pistachio kernels from in-shell nuts currently requires a combination of automated
and manual sorting, an expensive and labor-intensive two-stage process. This research …

Non-targeted approach to detect pistachio authenticity based on digital image processing and hybrid machine learning model

C Doğan, E Şehirli, N Doğan, İ Buran - Journal of Food Measurement and …, 2023 - Springer
In this study, we propose a new method for detecting green pea adulteration in pistachio
based on digital image and machine learning (ML). An algorithm was built using digital …