Author

K. Doungpueng

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Open access Aug 2026

Multispectral Imaging Combined with Tree-Based Ensemble Classifiers for Non-Destructive Varietal Purity Assessment of KDML-105 Rice Seed

Certified seed purity is a prerequisite for sustaining the agronomic performance and commercial value of Khao Dawk Mali 105 (KDML-105), Thailand’s premium aromatic rice; however, conventional inspection methods are destructive, labour-intensive, and poorly suited to high-throughput operations. This study developed a no...

K. Doungpueng, Jirasin Prueksawan, Lalita Panduangnat et al. · AgriEngineering · 0 citations

Open access Sep 2026

Deep learning–based multispectral seed classification for detecting adulteration in KDML-105 rice

This study aimed to develop and evaluate Deep Learning models for detecting varietal contamination in KDML-105 jasmine rice seeds using multispectral imaging and seed morphological features. Four rice varieties—KDML-105 and three Non–KDML-105 varieties (Chainat-1, RD-15, and RD-6)—were used, with 1,000 seeds collected...

K. Doungpueng, Jirasin Prueksawan, Lalita Panduangnat et al. · Engineering and Applied Scie... · 0 citations