A novel and proposed comprehensive methodology using deep convolutional neural networks for flue cured tobacco leaves classification

SK Dasari, V Prasad - International Journal of Information Technology, 2019 - Springer
In this paper, a solution is defined based on convolutional neural networks (CNN) for the
grading of flue-cured tobacco leaves. A performance analysis of CNN on 120 samples of …

[PDF][PDF] Automated tobacco grading using image processing techniques and a convolutional neural network

CS Marzan, CR Ruiz - Int. J. Mach. Learn. Comput, 2019 - pdfs.semanticscholar.org
Tobacco grading is very important for crop market price determination. It is beneficial for
graders who need to manually classify tobacco leaves according to their grades. As such, a …

Cluster-based segmentation for tobacco plant detection and classification

TGM Thimmegowda, C Jayaramaiah - Bulletin of Electrical Engineering …, 2023 - beei.org
Tobacco is one of the major economical crops in the agriculture sector. It is essential to
detect tobacco plants using unmanned aerial vehicle (UAV) images for improved crop yield …

Flue-cured tobacco leaves classification: A generalized approach using deep convolutional neural networks

S Gurumoorthy, BNK Rao, XZ Gao, SK Dasari… - Cognitive science and …, 2018 - Springer
In this paper, a solution is defined based on convolutional neural networks (CNN) for the
grading of flue-cured tobacco leaves. A performance analysis of CNN on 120 samples of …

[PDF][PDF] 基于Fisher 鉴别分析和集成学习的烟叶分级方法

顾晓东, 陈龙, 王艺斌, 魏新亮, 符再德… - 计算机与数字 …, 2024 - jsj.journal.cssc709.net
摘要智能烟叶分级能有效提升成品烟质量. 为了进一步提升烟叶分级正确率,
提出了联合利用烟叶正面, 背面, 透视三视图的烟叶分级方法. 对于每个视图, 提取其纹理, 颜色 …

[PDF][PDF] 基于深度语义分割的重叠烟叶分级方法

刘松, 岳俞世, 康赵宇, 王艺斌, 李昀欣 - 计算机与数字工程, 2023 - jsj.journal.cssc709.net
摘要目前, 烟叶主要依靠技师手工去分级, 耗时耗力, 效率低下, 现有的一些自动烟叶分级方法在
实际应用中分级准确率偏低, 对于重叠在一起的烟叶更难以给出较好的分级结果. 为此 …

Analysis and classification of ripped tobacco leaves using machine learning techniques

MT Thirthe Gowda, J Chandrika - Evolutionary Computing and Mobile …, 2021 - Springer
Tobacco crop is one of the major crops in the world and plays a vital role in the international
market. After cultivation of tobacco plants, classification of ripped tobacco leaves is one of …

An approach to classify flue-cured tobacco leaves using deep convolutional neural networks

S Katta, MSP Babu - 2017 8th IEEE International Conference …, 2017 - ieeexplore.ieee.org
Convolutional Neural Network (CNN) is a Multi-Layer Perceptron Neural Network (MLP),
specially designed for classification and identification of image data. MLPs are very useful …

[PDF][PDF] Symbolic Data Analysis vs Classical Data Analysis: A Comparative Study

D Bora, H Saikia - researchgate.net
A symbolic data set is a combination of symbolic values. The analysis of these symbolic
values is known as symbolic data analysis. It is an extension of the standard classical data …

[PDF][PDF] TEKNIK PEMODELAN BERDASARKAN VISUALISASI WARNA UNTUK TRANSPARANSI GRADING DAN SORTASI TEMBAKAU VIRGINIA

NEKA DIANA, J HARTONO - scholar.archive.org
Tembakau Virginia memerlukan beberapa tahapan proses sebelum memasuki proses
tataniaga, diantaranya yang memegang peranan penting adalah grading (penilaian) dan …