Research projects
Rice Quality Evaluation: Chalkiness index of Japanese Sake rice using Ultraviolet to Near-infrared (UV-NIR) transmission. From: 2017-2019. Funded by the Ministry of Education, Culture, Sports, Science, and Technology (MEXT).
Sorting of Cardamom Capsules by Machine Vision: Grading of cardamom capsules based on size and surface area using digital image processing technique. From: 2019-2021.
Internal Quality Evaluation of Bangladeshi Fruits using Machine Learning: Classification of Bangladeshi fruits based on maturity index, Brix value, and Acidity using machine learning approaches. From: 2020-2022.
Weight estimation of fruit using computer vision: Grading of guava fruit based on mass using machine vision and multivariate analysis: Funded by Ministry of Science and Technology, Bangladesh. From 2022-2023.