Automated seed identification with computer vision: challenges and opportunities

L Zhao, SM Haque, R Wang - Seed Science and Technology, 2022 - ingentaconnect.com
Applying advanced technologies such as computer vision is highly desirable in seed testing.
Among testing needs, computer vision is a feasible technology for conducting seed and …

Quality classification of Jatropha curcas seeds using radiographic images and machine learning

AD de Medeiros, DT Pinheiro, WA Xavier… - Industrial Crops and …, 2020 - Elsevier
Efficient seed quality assessment methodologies are important for the seed industry.
Advanced seed technology research requires the use of high productivity methods that …

A statistical approach to the morphological classification of Prunus sp. seeds

L Frigau, J Antoch, G Bacchetta, M Sarigu… - Plant Biosystems-An …, 2020 - Taylor & Francis
The use of digital image analysis for discriminating between and comparing groups of seeds
is becoming an increasingly common practice in taxonomic studies. For this type of study …

The application of machine learning for cultivar discrimination of sweet cherry endocarp

E Ropelewska - Agriculture, 2020 - mdpi.com
The aim of this study was to evaluate the usefulness of the texture and geometric parameters
of endocarp (pit) for distinguishing different cultivars of sweet cherries using image analysis …

Molecular and Phenotypic Diversity of Traditional European Plum (Prunus domestica L.) Germplasm of Southern Italy

R Manco, B Basile, C Capuozzo, P Scognamiglio… - Sustainability, 2019 - mdpi.com
The European plum (Prunus domestica L.) is a worldwide distributed tree species. Italy has
an ample number of traditional varieties, but many are neglected and at risk of extinction …

Apricot stone classification using image analysis and machine learning

E Ropelewska, AM Rady, NJ Watson - Sustainability, 2023 - mdpi.com
Apricot stones have high commercial value and can be used for manufacturing functional
foods, cosmetic products, active carbon, and biodiesel. The optimal processing of the stones …

An Integrated Taxonomic Approach Points towards a Single-Species Hypothesis for Santolina (Asteraceae) in Corsica and Sardinia

P De Giorgi, A Giacò, G Astuti, L Minuto, L Varaldo… - Biology, 2022 - mdpi.com
Simple Summary Systematics is the branch of biology that studies the relationships among
organisms and their evolution, while taxonomy is the science of classification. In this work, a …

An effective and friendly tool for seed image analysis

A Loddo, C Di Ruberto, A Vale, M Ucchesu… - The Visual …, 2023 - Springer
Image analysis is an essential field for several topics in the life sciences, such as biology or
botany. In particular, the analysis of seeds (eg fossil research) can provide important …

Benchmarking analysis of CNN models for pits of sour cherry cultivars

K Sabanci, MF Aslan, E Ropelewska - European Food Research and …, 2022 - Springer
Although the pits of cherries, which are often consumed as fruits, jams and fruit juices, are
generally used as waste, these pits contain beneficial components such as oil, protein …

IJCropSeed: An open-access tool for high-throughput analysis of crop seed radiographs

AD de Medeiros, LJ da Silva, JM da Silva… - … and Electronics in …, 2020 - Elsevier
Optical technologies that are able to analyze physical properties of biological samples are
increasingly drawing interest in modern agriculture. The use of X-rays for analysis of internal …