Online detection of external thread surface defects based on an improved template matching algorithm

Q Kong, Z Wu, Y Song - Measurement, 2022 - Elsevier
Surface defects in the bolts can affect the assembly speed of the assembly line, which in turn
affects the work of the entire assembly line. At the same time, defects in bolts may also affect …

AIseed: An automated image analysis software for high-throughput phenotyping and quality non-destructive testing of individual plant seeds

K Tu, W Wu, Y Cheng, H Zhang, Y Xu, X Dong… - … and Electronics in …, 2023 - Elsevier
Seed quality is the key to seedling development, which affects field yield. Researchers,
breeders, and processors may need to investigate seed quality on a large scale, which …

Convolutional neural network model for variety classification and seed quality assessment of winter rapeseed

P Rybacki, J Niemann, K Bahcevandziev, K Durczak - Sensors, 2023 - mdpi.com
The main objective of this study is to develop an automatic classification model for winter
rapeseed varieties, to assess seed maturity and damage based on seed colour using a …

Online classification of soybean seeds based on deep learning

W Lin, L Shu, W Zhong, W Lu, D Ma, Y Meng - Engineering Applications of …, 2023 - Elsevier
To quickly evaluate soybean quality, we proposed a deep learning-based method for online
classification of soybean seeds. Firstly, images of soybean seeds with uneven illumination …

A method for detecting the quality of cotton seeds based on an improved ResNet50 model

X Du, L Si, P Li, Z Yun - Plos one, 2023 - journals.plos.org
The accurate and rapid detection of cotton seed quality is crucial for safeguarding cotton
cultivation. To increase the accuracy and efficiency of cotton seed detection, a deep learning …

Online Recognition of Small Vegetable Seed Sowing Based on Machine Vision

W Zhang, B Zhao, S Gao, Y Ji, L Zhou, K Niu… - IEEE …, 2023 - ieeexplore.ieee.org
The lightweight, small diameter, and irregular shape of small vegetable seeds create
difficulties for online monitoring of sowing quality. We propose a machine vision-based …

An intelligent and vision-based system for Baijiu brewing-sorghum discrimination

S Ma, Y Li, Y Peng, S Nie, S Yan, X Zhao - Measurement, 2022 - Elsevier
A machine vision system was developed to discriminate in-demand and unwanted Baijiu
brewing-sorghum at single kernel sample level. Three types of in-demand sorghum and …

Machine vision online detection for abrasive protrusion height on the surface of electroplated diamond wire saw

Y Zhao, P Ge, W Bi, J Zheng, J Lan - The International Journal of …, 2022 - Springer
Electroplated diamond wire saw is the main tool for slicing semiconductor materials such as
silicon. The quality and efficiency of slicing would be directly affected by the manufacturing …

Single-kernel classification of deoxynivalenol and zearalenone contaminated maize based on visible light imaging under ultraviolet light excitation combined with …

M Qu, S Tian, H Yu, D Liu, C Zhang, Y He, F Cheng - Food Control, 2023 - Elsevier
Deoxynivalenol and zearalenone contamination in maize poses a threat to food safety.
Thus, the development of a cost-effective and non-destructive method to classify …

[HTML][HTML] Artificial Neural Network Model for Predicting Carrot Root Yield Loss in Relation to Mechanical Heading

P Rybacki, P Przygodziński, A Osuch, E Osuch… - Agriculture, 2024 - mdpi.com
Modelling and predicting agricultural production processes have high cognitive and
practical values. Plant growth, the threat of pathogens and pests, and the structure of …