TY - GEN AU - Hernández, Inés AU - Gutiérrez Salcedo, Salvador AU - Barrio, Ignacio AU - Íñiguez, Rubén AU - Tardaguila, Javier PY - 2024 UR - https://hdl.handle.net/10481/96249 AB - Diseases and pests in agriculture significantly impact crop yield and quality. Downy mildew (Plasmopara viticola) is a particular noteworthy example in grapevines. Traditional detection methods are laborious, subjective and time-consuming.... LA - eng PB - Elsevier KW - Disease detection KW - Computer vision KW - Convolutional neural networks TI - In-field disease symptom detection and localisation using explainable deep learning: Use case for downy mildew in grapevine DO - 10.1016/j.compag.2024.109478 ER -