Intellectual Property India Publishes Patent Application for System And Method For Plant Leaf Disease Detection With Attention-Based Classification And Explainability Generation

MUMBAI, India, June 26 -- Intellectual Property India has published a patent application (202641072077 A) filed by Vellore Institute Of Technology on June 10, 2026, for System And Method For Plant Leaf Disease Detection With Attention-Based Classification And Explainability Generation.

Inventors include Balaji Gn; and Mohamed Tanveer.

The application for the patent was published on June 19, 2026, under issue no. 25/2026.

Abstract: Embodiments herein provide a plant leaf disease detection system (100) for constrained attention-based disease classification and unified explainability generation. The plant leaf disease detection system (a) receives plant leaf image data, (b) generates a region-isolated plant structure, (c) generates an attention-refined feature representation, (d) derives a disease classification output using the attention-refined feature representation, (e) generates a visual explanation map corresponding to the disease classification output, and (f) synchronizes derivation of the disease classification output and generation of the visual explanation map from a common attention- refined feature representation to reduce computational redundancy. FIG. 1

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