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Plant Disease Classification Based on ConvLSTM U-Net with Fully Connected Convolutional Layers.
Publication Type: Academic Journal
Source(s): Traitement du Signal. Feb2023, Vol. 40 Issue 1, p157-166. 10p.
Abstract: Plants are susceptible to a variety of illnesses throughout their growth stages. One of the trickiest issues in agriculture is the early diagnosis of plant diseases. The entire output may be negatively impacted by infections if they are not discovered ...
Vegetation Classification and Survey in the third year.
Publication Type: Academic Journal
Source(s): Vegetation Classification & Survey. 2023, Vol. 4, p1-6. 6p.
Abstract: We report on the completed third volume of Vegetation Classification and Survey (VCS). VCS has been included in the Scopus bibliometric database and will receive its first CiteSore in mid-2023. We announce the 2022 Editors' Award for a paper selected f...
Parallelization of Concise Convolutional Neural Networks for Plant Classification.
Publication Type: Academic Journal
Source(s): Journal of Ecological Engineering. 2023, Vol. 24 Issue 2, p61-71. 11p.
Abstract: Monitoring the agricultural field is the key to preventing the spread of disease and handling it quickly. The computer-based automatic monitoring system can meet the needs of large-scale and real-time monitoring. Plant classifiers that can work quickly...
Feature Extraction and Classification of Plant Leaf Diseases Using Deep Learning Techniques.
Publication Type: Academic Journal
Source(s): Computers, Materials & Continua. 2022, Vol. 73 Issue 1, p233-247. 15p.
Abstract: In India's economy, agriculture has been the most significant contributor. Despite the fact that agriculture's contribution is decreasing as the world's population grows, it continues to be the most important source of employment with a little margin o...
Evaluation of Machine Learning Models for Plant Disease Classification Using Modified GLCM and Wavelet Based Statistical Features.
Publication Type: Academic Journal
Source(s): Traitement du Signal. Dec2022, Vol. 39 Issue 6, p1893-1905. 13p.
Abstract: In this paper, different types of plant diseases in the PlantVillage dataset are getting focused for classification. In the realm of machine vision, plant disease identification is one of the most crucial tasks in the agricultural sector. It is a techn...
Increasing knowledge on the diversity of canelas-de-ema in the campo rupestre: two new species of Vellozia (Velloziaceae) from the southern Espinhaço Range, Brazil.
Publication Type: Academic Journal
Source(s): Plant Ecology & Evolution. 2022, Vol. 155 Issue 3, p343-352. 10p.
Abstract: Background and aims – Two new species of Vellozia (Velloziaceae) are here described and illustrated, Vellozia albohexandra and V. mellosilvae. These new species are morphologically similar to Vellozia armata, V. luteola, and V. inselbergae, probably be...
Comprehensive review about automatic classification of medicinal plants.
Publication Type: Conference
Source(s): AIP Conference Proceedings. 5/13/2023, Vol. 2779 Issue 1, p1-10. 10p.
Abstract: The word Taxonomy is the way of Classification. It is the science of naming and classifying all the living organisms as well as extinct organisms of the world. Swedish Botanist Carlous Linnaeus was the father of taxonomy; Out of 17000 plant species pre...
SVM and KNN Based CNN Architectures for Plant Classification.
Publication Type: Academic Journal
Source(s): Computers, Materials & Continua. 2022, Vol. 71 Issue 3, p4257-4274. 18p.
Abstract: Automatic plant classification through plant leaf is a classical problem in Computer Vision. Plants classification is challenging due to the introduction of new species with a similar pattern and look-a-like. Many efforts are made to automate plant cla...
End-to-End Semantic Leaf Segmentation Framework for Plants Disease Classification.
Publication Type: Academic Journal
Source(s): Complexity. 5/30/2022, p1-11. 11p.
Abstract: Pernicious insects and plant diseases threaten the food science and agriculture sector. Therefore, diagnosis and detection of such diseases are essential. Plant disease detection and classification is a much-developed research area due to enormous deve...
Thirty-two new and noteworthy floristic records from north-eastern Greece.
Publication Type: Academic Journal
Source(s): Biodiversity Data Journal. Apr2022, p1-43. 43p.
Abstract: Background The vascular flora of Greece comprises no less than 6,705 vascular plant taxa (species and subspecies, including established aliens) in an area of 131,957 km . The phytogeographic region of north-east Greece (NE), an area characterised by ph...