Anatomical study and early diagnosis of dome galls in Cordia Dichotoma using DeepSVM model
These results indicate that the proposed DeepSVM approach offers better generalization and training stability than conventional CNN classifiers, potentially aiding in automated disease monitoring for precision agriculture.
Authors
- Mahboob Alam (ORCID: https://orcid.org/0000-0001-9230-9555)
- Aziz Khan (ORCID: https://orcid.org/0000-0003-4948-888X)
- Mazliham Bin Mohd Su’ud
- Muhammad Ayaz
- Said Khalid Shah
Institutions
- Multimedia University (MY)
- Riphah International University (PK)
- University of Science and Technology Bannu (PK)
Publication Details
- Journal
- Frontiers in Artificial Intelligence
- Published
- 2026-01-05
- DOI
- https://doi.org/10.3389/frai.2025.1558358
- Primary Topic
- Smart Agriculture and AI
- Type
- article
- Field-Weighted Citation Impact
- 0.00