[HTML][HTML] Fruits and vegetables quality evaluation using computer vision: A review
In agriculture science, automation increases the quality, economic growth and productivity of
the country. The export market and quality evaluation are affected by assorting of fruits and …
the country. The export market and quality evaluation are affected by assorting of fruits and …
Current and future applications of statistical machine learning algorithms for agricultural machine vision systems
With being rapid increasing population in worldwide, the need for satisfactory level of crop
production with decreased amount of agricultural lands. Machine vision would ensure the …
production with decreased amount of agricultural lands. Machine vision would ensure the …
Skin cancer diagnosis based on optimized convolutional neural network
N Zhang, YX Cai, YY Wang, YT Tian, XL Wang… - Artificial intelligence in …, 2020 - Elsevier
Early detection of skin cancer is very important and can prevent some skin cancers, such as
focal cell carcinoma and melanoma. Although there are several reasons that have bad …
focal cell carcinoma and melanoma. Although there are several reasons that have bad …
Principles, developments and applications of computer vision for external quality inspection of fruits and vegetables: A review
B Zhang, W Huang, J Li, C Zhao, S Fan, J Wu… - Food Research …, 2014 - Elsevier
Appearance is a very important sensory quality attribute of fruits and vegetables, which can
influence not only their market value, consumer's preferences and choice but also their …
influence not only their market value, consumer's preferences and choice but also their …
[HTML][HTML] Designing a grey wolf optimization based hyper-parameter optimized convolutional neural network classifier for skin cancer detection
Abstract In recent history, Convolutional Neural Networks have attained breakthroughs in
addressing many intractable problems in the domain of image processing. But its …
addressing many intractable problems in the domain of image processing. But its …
Defect detection of industry wood veneer based on NAS and multi-channel mask R-CNN
Wood veneer defect detection plays a vital role in the wood veneer production industry.
Studies on wood veneer defect detection usually focused on detection accuracy for …
Studies on wood veneer defect detection usually focused on detection accuracy for …
Automatic detection and grading of multiple fruits by machine learning
Classification of various types of fruits and identification of the grading of fruit is a
burdensome challenge due to the mass production of fruit products. In order to distinguish …
burdensome challenge due to the mass production of fruit products. In order to distinguish …
SVM and ANN based classification of plant diseases using feature reduction technique
Computers have been used for mechanization and automation in different applications of
agriculture/horticulture. The critical decision on the agricultural yield and plant protection is …
agriculture/horticulture. The critical decision on the agricultural yield and plant protection is …
In-line sorting of irregular potatoes by using automated computer-based machine vision system
This study was conducted to develop a fast and accurate computer-based machine vision
system for detecting irregular potatoes in real-time. Supported algorithms were specifically …
system for detecting irregular potatoes in real-time. Supported algorithms were specifically …
Lychee surface defect detection based on deep convolutional neural networks with gan-based data augmentation
C Wang, Z **ao - Agronomy, 2021 - mdpi.com
The performance of fruit surface defect detection is easily affected by factors such as noisy
background and foliage occlusion. In this study, we choose lychee as a fruit type to …
background and foliage occlusion. In this study, we choose lychee as a fruit type to …