[HTML][HTML] BivalveNet: A hybrid deep neural network for common cockle (Cerastoderma edule) geographical traceability based on shell image analysis

R Concepcion II, M Guillermo, SE Tanner… - Ecological …, 2023 - Elsevier
Bivalve traceability is a major concern. It is of utmost importance to develop tools that allow
providing important information to the consumer, not only on the origin of the product but …

[HTML][HTML] On the importance of integrating convolution features for Indian medicinal plant species classification using hierarchical machine learning approach

BR Pushpa, NS Rani, M Chandrajith, N Manohar… - Ecological …, 2024 - Elsevier
This work proposes a novel hierarchical classification framework designed to categorize
hundred Indian medicinal plant species. The innovation lies in introducing a comprehensive …

Research on species identification of wild grape leaves based on deep learning

B Pan, C Liu, B Su, Y Ju, X Fan, Y Zhang, L Sun… - Scientia …, 2024 - Elsevier
There are more than 70 species of Vitis in the world, and 40 species, 1 subspecies and 13
varieties of Vitis native from China. Wild grapes are diverse and complex, and it is difficult to …

Evaluate the performance of deep CNN algorithm based on parameters and various geometrical attacks

A Thakur, R Ranjan - Wireless Personal Communications, 2023 - Springer
This paper uses learning-based color illumination techniques for the classification and
localization of passive image geometric attack forgery classification and localization. Copy …

[HTML][HTML] Medicinal and poisonous plants classification from visual characteristics of leaves using computer vision and deep neural networks

R Azadnia, F Noei-Khodabadi, A Moloudzadeh… - Ecological …, 2024 - Elsevier
Poisonous plants are the third largest category of poisons known globally, which pose a risk
of poisoning and death to humans. Currently, the identification of medicinal and poisonous …

Comparison of Machine Learning and Deep Learning Classification Models for Apple Leaf Disease Detection

A Bonkra, S Pathak, A Kaur - International Journal of Computing …, 2024 - journal.uob.edu.bh
Diameter variations in the leaf's visual characteristics enable the differentiation of diseased
conditions; thus, leaves function as distinguishing indicators. To facilitate disease detection …