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Author

Genevieve A. Pilongo

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Conference Jul 2026

A CNN-based biological image processing and multimedia framework for rice grain purity analysis using enhanced mobile imaging

Results indicate strong technical performance, usability, and practical viability, demonstrating that biological image processing using consumer-grade devices can serve as an effective alternative to traditional rice purity verification methods.

Owen B. Pilongo, Arvin G. Lauron, Jazrel Shan Kurvy A. Balbuena et al. · 0 citations
Conference Jul 2026

An object detection–based multimedia system for intelligent classification and grading of unmilled local rice

An object detection–based multimedia system for intelligent classification and grading of unmilled local rice using mobile imaging and deep learning, enabling grain-level localization and classification of clean, unclean, and wet grains within a single image.

Owen B. Pilongo, Bryle Kelly Dimabayaoa, Jimny Mackenzie H. Lu et al. · 0 citations
Conference Jul 2026

Deep learning-based detection of viral skin diseases using ResNet-152 with web deployment

A deep learning–based system for automated detection of viral and related skin diseases using image classification and segmentation techniques and integrates the trained model into a real-time Flask-based web application for practical deployment is presented.

Genevieve A. Pilongo, Christopher Josh L. Dellosa, Andre Miguel C. Bacaling et al. · 0 citations

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