Original ResearchPublished 5 October 2026A Vision Transformer-based few-shot learning approach for leaf disease classificationNandhini Chokkalingam · Lakshmi Priya G · Chanthini Baskar · L SumalathaFrontiers in Agronomydoi 10.3389/fagro.2026.1918022
Original ResearchPublished 27 July 2026AgriFusionNet: a context-aware multimodal leaf disease diagnosis and classification system for sustainable plant health monitoringVanmathi C · Nischitha N Shetty · Mangayarkarasi Ramaiah · Selvamuthukumaran T · Sowbiya Muneer · Vijayalakshmi ShankarFrontiers in Fungal Biologydoi 10.3389/ffunb.2026.1779786
Original ResearchPublished 19 June 2026SwinPyramidNet: a deep learning network for pear leaf disease classification using hybrid convolutional feature pyramids and swin transformerTejas Sharma · Nikhil Shinde · J. Mukundh · R. Karthik · K. SuganthiFrontiers in Signal Processingdoi 10.3389/frsip.2026.1821900
Original ResearchPublished 23 March 2026A hybrid deep feature-ensemble learning framework for robust tomato leaf disease classification using DenseNet121-EfficientNetB0 integration and SMOTE-optimize multi-classifierOmobayo Ayokunle Esan · Dorcas Oladayo EsanFrontiers in Horticulturedoi 10.3389/fhort.2026.1762580
