[HTML][HTML] DeepRice: A deep learning and deep feature based classification of Rice leaf disease subtypes

PI Ritharson, K Raimond, XA Mary, JE Robert… - Artificial Intelligence in …, 2024 - Elsevier
Rice stands as a crucial staple food globally, with its enduring sustainability hinging on the
prompt detection of rice leaf diseases. Hence, efficiently detecting diseases when they have …

Grey blight disease detection on tea leaves using improved deep convolutional neural network

JA Pandian, SN Nisha, K Kanchanadevi… - Computational …, 2023 - Wiley Online Library
We proposed a novel deep convolutional neural network (DCNN) using inverted residuals
and linear bottleneck layers for diagnosing grey blight disease on tea leaves. The proposed …

[HTML][HTML] Classification of pumpkin disease by using a hybrid approach

YA Bezabh, BM Abuhayi, AM Ayalew… - Smart Agricultural …, 2024 - Elsevier
Agricultural products are crucial for the long-term sustainability of develo** economies.
Agriculture is a vital sector for most develo** countries, including Ethiopia. The pumpkin …

A deep learning approach for classification and segmentation of leafy vegetables and diseases

A Islam, SRS Raisa, NH Khan… - … Conference on Next …, 2023 - ieeexplore.ieee.org
Bangladesh's economy is heavily dependent on agriculture, making the region an
exceedingly crucial sector that requires great vigilance. In comparison to other vegetables …

Plant disease identification using a novel time-effective CNN architecture

S Biswas, I Saha, A Deb - Multimedia Tools and Applications, 2024 - Springer
Due to the increase in human population, the need for food crops is also increasing day by
day. In each year, 10 to 30% agricultural yield is lost due to the attack of pests and various …

An effective deep learning based Idrcnn and Bdc-Lstm models for complex word identification and synonym generation

T Rajya Lakshmi, SR Vinta - International Journal of Information …, 2024 - Springer
Finding words in a document that the average reader could find challenging to understand is
usually the first step in identifying complex words in the text. After you've determined which …

Enhanced Leafy Vegetable Analysis: Image Classification and Disease Instance Segmentation Using Deep Learning Techniques

A Islam, SRS Raisa, NH Khan - Available at SSRN 4470131, 2023 - papers.ssrn.com
Bangladesh's economy is heavily dependent on agriculture, making the region an
exceedingly crucial sector that requires great vigilance. In comparison to other vegetables …

Deep-millet: a deep learning model for pearl millet disease identification to envisage precision agriculture

I Johnson, XA Mary, APW Raj, J Chalmers… - Environmental …, 2024 - iopscience.iop.org
Plants are integral to human sustenance, serving as fundamental sources of sustenance,
materials, and energy, crucial for economic prosperity. However, their productivity and yield …

Plant leaf disease classification using Wide Residual Networks

H Alaeddine, M Jihene - Multimedia Tools and Applications, 2023 - Springer
Most plant diseases have clear symptoms that can be recognized and diagnosed with the
naked eye by an experienced plant pathologist. The process of diagnosing a disease with …

[HTML][HTML] Enhancing Paddy Leaf Disease Diagnosis-a Hybrid CNN Model using Simulated Thermal Imaging

J Padhi, K Mishra, AK Ratha, SK Behera… - Smart Agricultural …, 2025 - Elsevier
Rice, as a staple crop globally, requires proactive and accurate disease detection to ensure
sustainable production. This study introduces a novel hybrid Deep Learning approach …