Bridging the Gap in Precision Agriculture: A CNN-Random Forest Fusion for Disease Classification

A Kaur, V Kukreja, S Chamoli… - … on Advances in …, 2024 - ieeexplore.ieee.org
Within the framework of a rapidly expanding worldwide population and the critical need to
guarantee food security, precision agriculture has arisen as a crucial area of study and …

Towards Sustainable Mango Cultivation: Automated Severity Classification of Mango Rust Disease using CNN-SVM

A Kaur, V Kukreja, N Chandran, N Garg… - … on Advances in …, 2024 - ieeexplore.ieee.org
The fungal pathogen Puccinia psidii is responsible for the disease known as mango rust,
which poses a severe risk to mango farming all over the world. It is essential to efficient …

Deep Insights into Mango Scab: An AI-Powered Approach for Detection and Classification

A Kaur, V Kukreja, DS Rana, A Garg… - … on Advances in …, 2024 - ieeexplore.ieee.org
The mango, which comes from the plant genus Mangifera indica L., is a fruit crop that is well-
regarded all over the world due to its scrumptious flavor and noteworthy nutritional profile …

Automated Rice Panicle Blast Disease Severity Classification Using Hybrid CNN-LSTM Model

V Kukreja, V Sharma, R Sharma - 2024 Fourth International …, 2024 - ieeexplore.ieee.org
The plant species known as Oryza sativa, commonly called rice, plays a crucial role as a
staple crop, providing sustenance for a significant proportion of the world's population …

Elevating Crop Protection: Vision Transformer Models for Brassica Black Rot Detection

V Kukreja, V Sharma, R Sharma - … International Conference on …, 2024 - ieeexplore.ieee.org
The agricultural sector is currently faced with the urgent problem of reducing the incidence of
crop diseases to maintain food security and environmentally responsible farming practices …

Automated Mango Rust Severity Classification: A CNN-SVM Ensemble Approach for Accurate and Granular Disease Assessment in Mango Cultivation

A Kaur, V Kukreja, N Chandran, N Garg… - 2023 6th International …, 2023 - ieeexplore.ieee.org
A major risk to mango production worldwide is mango rust, which is caused by the fungus
Puccinia kuehnii and reduces both yield and quality of fruit. By combining a Convolutional …

Advanced Disease Management: An Encoder-Decoder Approach for Tomato Black Mold Detection

A Kaur, V Kukreja, S Chamoli… - 2023 IEEE Pune …, 2023 - ieeexplore.ieee.org
The global transmission of tomato black mold disease is a critical issue due to its substantial
impact on agricultural productivity and the overall quality of crops. The prompt highlights the …

Cultivating Precision: A Multi-Layer Perceptron Approach for Accurate Classification of Maize Rust Disease Intensity in Precision Agriculture

A Kaur, V Kukreja, L Gopal, G Verma… - 2023 6th International …, 2023 - ieeexplore.ieee.org
Corn rust disease, which is induced by diverse fungal infections, presents a substantial peril
to global food security since it impacts a fundamental crop that serves as a mainstay for …

Empowering Wildlife Conservation with a Fused CNN-SVM Deep Learning Model for Multi-Classification Using Drone-Based Imagery

A Kaur, V Kukreja, S Chattopadhyay… - … in Technology and …, 2024 - ieeexplore.ieee.org
The preservation of wildlife holds significant worldwide significance, particularly in light of
the escalating risks posed to biodiversity and ecosystems. In the present situation, the …

Review of Wheat Disease Classification and Severity Detection Models

H Zang, AA Joseph, S Zhang, R Liu… - Applications of Modelling …, 2023 - arqiipubl.com
Wheat is an important cereal crop that feeds more than a third of the world's population. The
yield of wheat depends on various factors. Among them, disease is an important factor …