Karim, M.R., Reza, M.N., Ahmed, S., Lee, K.H., Sung, J. and Chung, S.O. 2025. Proximal LiDAR Sensing for Monitoring of Vegetative Growth in Rice at Different Growing Stages. Agriculture, 15(15), 1579.
Reza, M.N., Kabir, M.S., Haque, M.A., Jin, H., Kyoung, H., Choi, Y.K., Kim, G. and Chung, S.O. 2025. Instance Segmentation and Automated Pig Posture Recognition for Smart Health Management. Journal of Animal Science and Technology, 67(3), 677.
Karim, M.R., Reza, M.N., Ahmed, S., Lee, K.H., Sung, J. and Chung, S. O. 2025. Detection of Trees and Objects in Apple Orchard from LiDAR Point Cloud Data Using a YOLOv5 Framework. Electronics, 14(13), 2545.
Reza, M.N., Ali, M.R., Haque, M.A., Jin, H., Kyoung, H., Choi, Y.K., Kim, G. and Chung, S.O., 2025. A review of Sound-based Pig Monitoring for Enhanced Precision Production. Journal of Animal Science and Technology, 67(2), 277.
Haque, M.A., Reza, M.N., Karim, M.R., Ali, M.R., Samsuzzaman, Lee, K.D., Kang, Y.H. & Chung, S.O. 2025. Geometric Alignment Improves Wheat NDVI Calculation from Ground-Based Multispectral Images. Remote Sensing, 17(5), 743.
Karim, M.R., Haque, M.A., Ahmed, S., Reza, M.N., Kyung-Do, L., Kang, Y.H. & Sun-Ok, C. 2025. Effects of Sensor Speed and Height on Proximal Canopy Reflectance Data Variation for Rice Vegetation Monitoring. Agronomy, 15(3), 618.
Islam, M.N., Reza, M.N., Iqbal, M.Z., Lee, K.-H. Jang, M.K. & Chung, S.O. 2025. Spatial, Temporal, and Vertical Variability of Ambient Environmental Conditions in Chinese Solar Greenhouses during Winter. Horticulturae 2025, 11(4), 421.
Reza, M.N., Lee, K.H., Habineza, E., Samsuzzaman, S., Kyoung, H., Choi, Y.K., Kim, G. and Chung, S.O. 2025. RGB-based Machine Vision for Enhanced Pig Disease Symptoms Monitoring and Health Management: A Review. Journal of Animal Science and Technology, 67(1):17-42.
Reza, M.N., Lee, K.H., Karim, M.R., Haque, M.A., Bicamumakuba, E., Dey, P.K., Jang, Y.Y. and Chung, S.O. 2025. Trends of Soil and Solution Nutrient Sensing for Open Field and Hydroponic Cultivation in Facilitated Smart Agriculture. Sensors, 25(2), 453.
Ahmed, S., Reza, M.N., Karim, M.R., Jin, H., Kim, H. and Chung, S.O. 2025. Abnormal Operation Detection of Automated Orchard Irrigation System Actuators by Power Consumption Level. Sensors, 25(2), 331.
Lee, K.H., Samsuzzaman, Reza, M.N., Islam, S., Ahmed, S., Cho, Y.J., Noh, D.H. and Chung, S.O. 2024. Evaluation of Machine Learning Models for Stress Symptom Classification of Cucumber Seedlings Grown in a Controlled Environment. Agronomy, 15(1), 90.
Samsuzzaman, Reza, M.N., Islam, S., Lee, K.H., Haque, M.A., Ali, M.R., Cho, Y.J., Noh, D.H. and Chung, S.O. 2024. Automated Seedling Contour Determination and Segmentation Using Support Vector Machine and Image Features. Agronomy, 14(12), 2940.
Karim, M.R., Reza, M.N., Jin, H., Haque, M.A., Lee, K.H., Sung, J. and Chung, S.O., 2024. Application of LiDAR sensors for crop and working environment recognition in agriculture: A review. Remote Sensing, 16(24), 4623.
Ali, M.R., Reza, M.N., Habineza, E., Haque, M.A., Kang, B.S. and Chung, S.O. (2024). Kinematic Analysis of a Cam-Follower-Type Transplanting Mechanism for a 1.54 kW Biodegradable Potted Cabbage Transplanter. Machines, 12(12), 925.
Chowdhury, M., Reza, M.N., Jin, H., Islam, S., Lee, G.J. and Chung, S.O. (2024). Defective Pennywort Leaf Detection Using Machine Vision and Mask R-CNN Model. Agronomy, 14(10), 2313.
Islam, S., Samsuzzaman, Reza, M.N., Lee, K.H., Ahmed, S., Cho, Y.J., Noh, D.H. and Chung, S.O. (2024). Image Processing and Support Vector Machine (SVM) for Classifying Environmental Stress Symptoms of Pepper Seedlings Grown in a Plant Factory. Agronomy 2024, 14, 2043.
Islam, S., Reza, M.N., Ahmed, S., Samsuzzaman, Lee, K.H., Cho, Y.J., Noh, D.H. and Chung, S.O. (2024). Nutrient Stress Symptom Detection in Cucumber Seedlings Using Segmented Regression and a Mask Region-Based Convolutional Neural Network Model. Agriculture, 14(8), 1390.
Islam, S., Reza M.N., Ahmed, S., Samsuzzaman, Cho, Y.J., Dong, H.N. and Chung, S.O. (2024). Seedling Growth Stress Quantification Based on Environmental Factors Using Sensor Fusion and Image Processing. Horticulturae, 10: 186.
Reza, M.N., Ali, M.R., Samsuzzaman, Kabir, M.S.N., Karim, M.R., Ahmed, S., Kyoung, H., Kim, G.H. and Chung, S. O. 2024. Thermal Imaging and Computer Vision Technologies for the Enhancement of Pig Husbandry: A Review. Journal of Animal Science and Technology, 66(1), 2.
Gulandaz, M. A., Kabir, M. S., Kabir, M. S. N., Ali, M., Reza, M. N., Haque, M. A., Jang, G.H. and Chung, S. O. 2024. Layout of Suspension-Type Small-Sized Dehumidifiers Affects Humidity Variability and Energy Consumption in Greenhouses. Horticulturae, 10(1), 63.
Reza, M. N., Chowdhury, M., Islam, S., Kabir, M. S. N., Park, S. U., Lee, G. J., Cho, J. and Chung, S. O. 2023. Leaf Area Prediction of Pennywort Plants Grown in a Plant Factory Using Image Processing and an Artificial Neural Network. Horticulturae, 9(12), 1346.
Kiraga, S., Reza, M.N., Chowdhury, M., Gulandaz, M.A., Ali, M., Kabir, M.S., Habineza, E., Kabir, M.S.N. and Chung, S. O. 2023. Vibration and Slope Conditions during Harvesting Affect Radish Mass Measurements for Yield Monitoring: An Experimental Study Using a Laboratory Test Bench. Sensors, 23(24), 9744.
Kabir, M.S.N., Reza, M.N., Chowdhury, M., Ali, M., Samsuzzaman, Ali, M.R., Lee, K.Y. and Chung, S.O. 2023. Technological Trends and Engineering Issues on Vertical Farms: A Review. Horticulturae, 9(11), 1229.
Reza, M.N., Islam, M.N., Iqbal, M.Z., Kabir, M.S.N., Chowdhury, M., Gulandaz, M.A., Ali, M. Jang, M.K. and Chung, S.O. 2023. Spatial, Temporal, and Vertical Variability of Ambient Environmental Conditions in Chinese Solar Greenhouses during Winter. Applied Sciences, 13(17), 9835.
Reza, M.N., Ali, M., Habineza, E., Kabir, M.S., Kabir, M.S.N., Lim, S.J., Choi, I.S. and Chung, S.O. 2023. Analysis of operating speed and power consumption of a gear-driven rotary planting mechanism for a 12-kW six-row self-propelled onion transplanter. Spanish Journal of Agricultural Research, 21(3), e0207.
Chowdhury, M., Reza, M.N., Ali, M., Kabir, M.S.N., Kiraga, S., Lim, S.J., Choi, I.S. and Chung, S.O. 2023. Vibration Assessment of a 12-kW Self-Propelled Riding-Type Automatic Onion Transplanter for Transplanting Performance and Operator Comfort. Applied Sciences, 13(3), 1927.
Chowdhury, M., Ali, M., Habineza, E., Reza, M.N., Kabir, M.S.N., Lim, S.J., Choi, I.S. and Chung, S.O. 2023. Analysis of Rollover Characteristics of a 12 kW Automatic Onion Transplanter to Reduce Stability Hazards. Agriculture, 13(3), 652.
Reza, M.N., Islam, M.N. Chowdhury, M., Ali, M., Islam, S., Kiraga, S., Lim, S.J., Choi, I.S. and Chung, S.O. 2021. Kinematic Analysis of a Gear-Driven Rotary Planting Mechanism for a Six-Row Self-Propelled Onion Transplanter, Machines, 9(9): 183.
Chowdhury, M., Gulandaz, M.A., Islam, S., Reza, M.N., Ali, M., Islam, M.N., Park, S.U. and Chung, S.O. 2021. Lighting condition affects growth and glucosinolates of Chinese kale grown in an aeroponic plant factory. Horticulture, Environment, and Biotechnology.
Chowdhury, M., Kiraga, S., Islam, M.N., Ali, M., Reza, M.N., Lee, W.H. and Chung, S.O. 2021. Effects of temperature, relative humidity, and carbon dioxide concentration on growth and glucosinolate content of kale grown in a plant factory, Foods, 10(7): 1524.
Reza, M.N., Na, I.S., Baek, S.W., and Lee, K.H. 2019. Rice yield estimation based on K-means clustering with graph-cut segmentation using low-altitude UAV images. Biosystems engineering, 177, 109-121.
Reza, M.N., Karim, M.R., Ali, M.R., Lee, K.H., Bicamumakuba, E., Lee, K.Y. and Chung, S.O. 2025. Field Evaluation of a Transplanter and a Collector Under Development for Korean Spring Cabbage Production in Greenhouses. AgriEngineering, 7(7), 226.
Kiraga, S., Reza, M.N., Lee, K.H., Gulandaz, M.A., Karim, M.R., Habineza, E., Kabir, M.S., Lee, D.H. amd Chung, S.O. 2025. Vibration and Slope Harvesting Conditions Affect Real-Time Vision-Based Radish Volume Measurements: Experimental Study Using a Laboratory Test Bench. Journal of Biosystems Engineering , 50(2), 193-209.
Karim, M.R., Ahmed, S., Reza, M.N., Lee, K.H., Sung, J. and Chung, S.O. 2024. Geometric Feature Characterization of Apple Trees from 3D LiDAR Point Cloud Data. Journal of Imaging, 11(1), 5.
Ahmed, S., Reza, M.N., Samsuzzaman, Karim, M.R., Jin, H., Kim, H. and Chung, S.O. 2024. Vegetation Effects on LoRa-Based Wireless Sensor Communication for Remote Monitoring of Automatic Orchard Irrigation Status. IoT, 6(1), 2.
Haque, M.A., Reza, M.N., Ali, M., Karim, M.R., Ahmed, S., Lee, K.D., Khang, Y.H. and Chung, S.O. 2024. Effects of environmental conditions on vegetation indices from multispectral images: A review. Korean Journal of Remote Sensing, 40(4), 319-341.
Islam, S., Reza, M. N., Chowdhury, M., Ahmed, S., Lee, K. H., Ali, M. and Chung, S. O. 2024. Detection and segmentation of lettuce seedlings from seedling-growing tray imagery using an improved mask R-CNN method. Smart Agricultural Technology, 8: 100455.
Iqbal, M. Z., Islam, M. N., Kabir, M. S. N., Gulandaz, M. A., Reza, M. N., Jang, S. H. and Chung, S.O. 2023. Comparison of heating modules for suspension-type multipoint temperature variability management in smart greenhouses. Smart Agricultural Technology, 5, 100296.
Chowdhury, M., Islam, M. N., Reza, M. N., Ali, M., Rasool, K., Kiraga, S., Lee, D.H. and Chung, S.O. 2021. Sensor-Based Nutrient Recirculation for Aeroponic Lettuce Cultivation. Journal of Biosystems Engineering, 46(1), 81-92.
Islam, S., Reza, M. N., Chowdhury, M., Islam, M. N., Ali, M., Kiraga, S. and Chung, S.O. 2021. Image processing algorithm to estimate ice-plant leaf area from RGB images under different light conditions. Paper presented at the IOP Conference Series: Earth and Environmental Science.
Kiraga, S., Reza, M. N., Ali, M., Chowdhury, M., Gulandaz, M., Islam, M. N., Islam, S. and Chung, S.O. 2021. Potential of impact-based weight sensing of individual Chinese cabbage for real-time yield monitoring. Paper presented at the IOP Conference Series: Earth and Environmental Science.
Ali, M., Islam, M.N., Reza, M.N., Hong, J.G., Gulandaz, M.A. and Chung, S.O. 2021. Analysis of power requirement of a small-sized tracked tractor during agricultural field operations. Paper presented at the IOP Conference Series: Earth and Environmental Science.
Reza, M. N., Na, I. S., Baek, S. W., and Lee, K.H. 2017. Automatic rice yield estimation using image processing technique. In workshop proceedings of the 13th International Conference on Intelligent Environments (IE) (Vol. 22, pp. 59-68). Seoul, Korea: IOS press.
Islam, S., Reza, M. N., Jeong, J.T. and Lee, K.H. 2016. Sensing Technology for Rapid Detection of Phosphorus in Water: A Review. Journal of Biosystems Engineering, 41(2), 138-144.
Reza, M.N., Lee, K.H. and Chung, S.O., 2025. Cabbage volume estimation and water stress monitoring using combined UAV and ground-based multispectral and thermal imaging approaches. In 2025 ASABE Annual International Meeting (p. 1). American Society of Agricultural and Biological Engineers (ASABE), 2500876.
Kabir, M.S., Reza, M.N., Lee, K.H., Gulandaz, M.A., and Chowdhury, M. 2025. Radish mass estimation using simulated harvester dynamics using GA-ELM modeling. Precision Agriculture Science and Technology, 7(2), 134-149.
Bicamumakuba, E., Habineza, E., Reza, M.N. and Chung, S.O. 2025. IoT-enabled LoRaWAN gateway for monitoring and predicting spatial environmental parameters in smart greenhouses: A review. Precision Agriculture Science and Technology, 7(1), 28-46.
Choi, I.J., Habineza, E., Reza, M.N., Park, S.H., Lee, D.H., Lee, D.H. and Chung, S.O. 2024. Theoretical kinematic analysis of a sliding-type picking mechanism for automatic pepper seedling transplanters. Korean Journal of Agricultural Science, 51(4), 497-511.
Karim, M.R., Ahmed, S., Reza, M.N., Lee, K.H., Jin, H., Ali, M., Chung, S.O. and Sung, J. 2024. A review on stereo vision for feature characterization of upland crops and orchard fruit trees. Precision Agriculture Science and Technology, 6(2), 104-122.
Ali, M.R., Ali, M., Reza, M.N., Jang, G.H., Kang, B.S., Choi, I.J. and Koo, J.M. 2024. Trends of vegetable transplanting mechanism for biodegradable seedling pots: A review. Precision Agriculture Science and Technology, 6, 179-194.
Islam, S., Reza, M.N., Samsuzzaman, Ahmed, S., Cho, Y.J., Noh, D.H., Chung, S.O. and Hong, S.J. 2024. Machine vision and artificial intelligence for plant growth stress detection and monitoring: A review. Precision Agriculture Science and Technology, 6(1), 34.
Kabir, M.S., Gulandaz, M.A., Ali, M., Reza, M.N., Kabir, M.S.N., Chung, S.O. and Han, K. 2024. Yield monitoring systems for non-grain crops: A review. Korean Journal of Agricultural Science, 51(1), 63-77.
Habineza, E., Reza, M.N., Bicamumakuba, E., Haque, M.A., Park, S.H., Lee, D.H., Chung, S.O. and Lee, Y.S. 2024. Pepper transplanting mechanisms and kinematic simulation analysis: A review. Precision Agriculture, 6(1), 18.
Islam, S., Reza, M.N., Ahmed, S., Kabir, M.S.N., Chung, S.O. and Kim, H. 2023. Short-range sensing for fruit tree water stress detection and monitoring in orchards: A review. Korean Journal of Agricultural Science, 50, 883-902.
Habineza, E., Ali, M., Reza, M.N., Woo, J.K., Chung, S.O. and Hou, Y. 2023. Vegetable transplanters and kinematic analysis of major mechanisms: a review. Korean Journal of Agricultural Science, 50(1), 113-129.
Lim, J.W., Reza, M.N., Chung, S.O., Lee, K.Y., Lee, S.Y., Lee, K.N. and Lee, B. 2023. Application of artificial neural network in smart protected horticulture: A review. Precision Agriculture, 5(1), 30.
Swe, K.M., Reza, M.N., Chowdhury, M., Ali, M., Islam, S., Lee, S.H., Chung, S.O. and Hong, S.J. 2022. Stress and fatigue analysis of major components under dynamic loads for a four-row tractor-mounted radish collector. Korean Journal of Agricultural Science, 49(2), 269-284.
Reza, M.N., Do, M.G., Seo, J.B., Song, M., Chung, S.O. and Kim, G. 2022. Sound based approaches for pig diseases and crush symptoms monitoring in pig farms: a review. Precision Agriculture Science and Technology 4(1), 35-49.
Reza, M.N., Chowdhury, M., Ali, M., Kiraga, S., Chung, S.O., Hong, S.J. and Choi, I.S. 2021. Field capacity, efficiency and economic analysis of a tractor-mounted 4-row Chinese cabbage collector. Precision Agriculture, 3(4), p.176.
Reza, M.N., Na, I.S. and Lee, K.H. (2017). Automatic Counting of Rice Plant Numbers After Transplanting Using Low Altitude UAV Images. International Journal of Contents, 13(3), 1-8.
Ali, M., Reza, M.N., Kiraga, S., Islam, M.N. Chowdhury, M., Jeong, J.H. and Chung, S.O. 2021. Construction and basic performance test of an ICT-based irrigation monitoring system for rice cultivation in UAE desert soil, Korean Journal of Agricultural Science, 48: 703-718.
Islam S., Reza, M.N. Chowdhury, M. Chung, S.O. and Choi, I.S. 2021. A review on effect of ambient environment factors and monitoring technology for plant factory, Precision Agriculture Science and Technology, 3(3): 101-116.