[S03-3] AI, Image Analysis, Machine Learning | IHC2026

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SymposiumInternational Symposium on Innovative Technologies and Production Strategies for Smart Greenhouse

[S03-3]AI, Image Analysis, Machine Learning

Tue. Aug 25, 2026 10:30 AM - 12:30 PM JST
Tue. Aug 25, 2026 1:30 AM - 3:30 AM UTC

Annex Hall-2

Chair: Alvaro Fuentes (Jeonbuk National University), Jaroslaw L. Przybyl (Warsaw University of Life Sciences)

10:30 AM - 11:00 AM JST(1:30 AM - 2:00 AM UTC)

[S03-3-01]Let the Plant Decide: Integrating Sensor Data and Plant Models for Vertical Farming in Heterogeneous Greenhouse Environments

*Kathy Steppe¹ (1. Ghent University, Faculty of Bioscience Engineering (Belgium))

11:00 AM - 11:15 AM JST(2:00 AM - 2:15 AM UTC)

[S03-3-02]3D-Imaging and Deep Learning Solutions for Yield Estimation of Capsicum Grown in Glasshouses

*Oula Ghannoum¹, Namal Jayasuriya, Yi Guo, Sachin Chavan, David Tissue (1. Western Sydney University)

11:15 AM - 11:30 AM JST(2:15 AM - 2:30 AM UTC)

[S03-3-03]Automatic Cucumber Maturity Classification and Size Estimation via RGB-D Vision and YOLOv8

*Gaia Moretti¹, Filippo Orazi², Vito Cerasola¹, Matteo Landolfo¹, Giuseppina Pennisi¹, Giorgio Gianquinto¹, Francesco Orsini¹ (1. Alma Mater Studiorum – Università di Bologna, DISTAL – Department of Agricultural and Food Sciences, Bologna, Italy (Italy), 2. Alma Mater Studiorum – Università di Bologna, Department of Computer Science - Science and Engineering, Bologna, Italy (Italy))

11:30 AM - 11:45 AM JST(2:30 AM - 2:45 AM UTC)

[S03-3-04]Optimizing Hydroponic Systems with Real-Time Predictive Machine Learning Model for Smarter Irrigation and Fertigation

*Helena Vitoshkin¹, David Yalin¹, Siwar Isa¹, Shay Ozer¹, Abraham Kribus², Alaa Jamal¹ (1. The Agricultural Research Organization, Volcani Institute (Israel), 2. Tel-Aviv University (Israel))

11:45 AM - 12:00 PM JST(2:45 AM - 3:00 AM UTC)

[S03-3-05]Multispectral Image–Based Estimation of Nitrogen-Deficiency Responses in Kimchi Cabbage Seedlings Using Machine Learning

*Sehui Ban¹, Jaeho Jeong¹, Hongchul Jeong¹, Inseo Hong¹, Junho Lee¹, Yurina Kwack¹ (1. University of Seoul (Korea))

12:00 PM - 12:15 PM JST(3:00 AM - 3:15 AM UTC)

[S03-3-06]Integrating Cognition into CEA: AI-Based Perception and Decision Support for Enhanced Crop Monitoring

*Alvaro Fuentes¹, Jiaqi Liu¹, Hyun Choi¹, Sook Yoon², Dong Sun Park¹ (1. Jeonbuk National University (Korea), 2. Mokpo National University (Korea))

12:15 PM - 12:30 PM JST(3:15 AM - 3:30 AM UTC)

[S03-3-07]Seeing the Unseen in Strawberry Plants: Hyperspectral Signatures of Physiological Traits

Clara Gambardello¹, *Souhaieb Aouayeb¹, Henri Nicod¹, Erwan Rouault¹, Romain Schmitt¹ (1. Farm3 (France))

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