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)
Jian Jin, Associate Professor
Department Agricultural and Biological Engineering
Purdue University
LeafSpec LLC is the ONLY company Dr. Jin works with for the commercialization of Purdue's handheld leaf imaging technologies.
![Iowa State to DuPont Pioneer to Purdue](careerpath.png)
Professional Preparation
Zhejiang University Hangzhou, China Computer engineering B.S. 2003
Denmark Technical University Copenhagen, Denmark Computer Engineering M.S. 2005
Iowa State University Ames, IA Agricultural Engineering Ph.D. 2009
Iowa State University Ames, IA Agricultural Engineering Postdoc 2010
Research and Professional Experience
2022- present Associate Professor, Agriculture & Biological Engineering, Purdue University
2015- 2022 Assistant Professor, Agriculture & Biological Engineering, Purdue University
04/2018-present President, LeafSpec LLC, West Lafayette. IN
2010-2015 Research Scientist/Technology Leader, DuPont Pioneer, Johnston, IA
Awards, Honors, Honorary Service
Davidson Prize, AEM & ASABE, 2021
AE50 Outstanding Innovation Award, ASABE, 2021
College of Engineering’s Most Impactful Inventors Awards, Purdue University, 2 times in 2019 and 2020
College of Agriculture Millionaire’s Club, Purdue University, 2 times in 2018 and 2020
University Seed for Success Award, Purdue University, 2019
Outstanding Engineering Teachers, Purdue University, 2019
University Research Excellence Award, Iowa State University, 2009
Outstanding Leadership Award, Iowa State University, 2008
Community Leadership Award, Certificate of Recognition from Iowa Governor Chester J. Culver, 2007
Synergistic Activities and Projects
Inaugural Executive Board of the North American Plant Phenotyping Network (NAPPN), 2018-
Invited reviewer for Computers and Electronics in Agriculture, Biosystems Engineering, Transactions of ASABE, Field Robotics.
Vice President of IET-348 Electromagnetics and Spectroscopy Committee, American Society of Agricultural and Biological Engineers, 2012-2013
Vice President of IET-318 Mechatronics and Biorobotics Committee, American
Society of Agricultural and Biological Engineers, 2011-2012
Publications in Refereed Journals (Last Four Years)
- D. Ma, N. Carpenter, T. Rehman, H. Maki, M. Tuinstra, and J. Jin. 2019. Greenhouse Environment Modeling and Simulation for Microclimate Control. Computers and Electronics in Agriculture, Vol 162, July 2019, Pages 134-142
- L. Zhang, H. Maki, D. Ma, J.A. Sánchez-Gallego, M.V. Mickelbart, L. WangPD, and J. Jin. 2019. Optimized angles of the swing hyperspectral imaging system for single corn plant. Computers and Electronics in Agriculture 156, 349-359
- T.U. Rehman, M.S. Mahmud, Y.K. Chang, J. Jin, and J. Shin. 2019. Current and future applications of statistical machine learning algorithms for agricultural machine vision systems. Computers and Electronics in Agriculture 156, 585-605
- T. Wang, M. Rostamza, Z. Song, L. Wang, G. McNickle, A.S. Iyer-Pascuzzi, Z. Qiu, and J. Jin. 2019. SegRoot: A high throughput segmentation method for root image analysis. Computers and Electronics in Agriculture 162, 845-854
- D. Ma, N. Carpenter, S. Amatya, H. Maki, L. Wang, L. Zhang, S. Neeno, M.R. Tuinstra, and J. Jin. 2019. Removal of greenhouse microclimate heterogeneity with conveyor system for indoor phenotyping. Computers and Electronics in Agriculture 166, 104979.
- L. Zhang, L. Wang, J. Wang, Z. Song, T.U. Rehman, T. Bureetes, D. Ma, Z. Chen, S. Neeno, and J. Jin. 2019. Leaf Scanner: A portable and low-cost multispectral corn leaf scanning device for precise phenotyping. Computers and Electronics in Agriculture 167, 105069
- L. Wang, J. Jin, Z. Song, J. Wang, L. Zhang, T.U. Rehman, D. Ma, N.R. Carpenter, and M.R. Tuinstra. 2020. LeafSpec: An accurate and portable hyperspectral corn leaf imager. Computers and Electronics in Agriculture. Volume 169, 105209
- L. Zhang, J. Jin, L. Wang, P. Huang, and D. Ma. 2020. A 3D White Referencing Method for Soybean Leaves Based on Fusion of Hyperspectral Images and 3D Point Clouds. Precision Agriculture. https://doi.org/10.1007/s11119-020-09713-7
- L. Wang, Y. Duan, L. Zhang, J. Wang, Y. Li, and J. Jin. 2020. LeafScope: A Portable High-resolution Multispectral Imager for In Vivo Imaging Soybean Leaf. Sensors. 2020, 20, 2194. Doi:10.3390/s20082194
- L. Wang, Y. Duan, L. Zhang, T.U. Rehman, D. Ma, and J. Jin. 2020. Precise Estimation of NDVI with a Simple NIR Sensitive RGB Camera and Machine Learning Methods for Corn Plants. Sensors. 2020, 20(11), 3208
- D. Ma, L. Wang, L. Zhang, Z. Song, T.U. Rehman, and J. Jin. 2020. Stress Distribution Analysis on Hyperspectral Corn Leaf Images for Improved Phenotyping Quality. Sensors 2020, 20(13), 3659
- T.U. Rehman, L. Zhang, L. Wang, D. Ma, H. Maki, J.A. Sánchez-Gallego, M.V. Mickelbart, and J. Jin. 2020. Automated leaf movement tracking in time-lapse imaging for plant phenotyping. Computers and Electronics in Agriculture. Volume 175, 105623
- T.U. Rehman, L. Zhang, D. Ma, L. Wang, and J. Jin. 2020. Calibration transfer across multiple hyperspectral imaging-based plant phenotyping systems: I – Spectral Space Adjustment. Computers and Electronics in Agriculture. Volume 176, 105685
- T.U. Rehman, D. Ma, H. Maki, L. Wang, L. Zhang, M.M. Crawford, J. Jin. 2020. Predictive spectral analysis using an end-to-end deep model from hyperspectral images for plant phenotyping. Computers and Electronics in Agriculture. Volume 177, 105713
- D. Ma, H. Maki, S. Neeno, L. Zhang, L. Wang, and J. Jin. 2020. Application of non-linear partial least squares analysis on prediction of biomass of corn plants using hyperspectral images. Biosystems Engineering, Volume 200, Pages 40-54
- Ziling Chen, Jialei Wang, Tao Wang, Zhihang Song, Yikai Li, Yuanmeng Huang, Liangju Wang, Jian Jin. 2021. Automated In-Field Leaf-Level Hyperspectral Imaging of Corn Plants Using a Cartesian Robotic Platform. Computers and Electronics in Agriculture. Volume 183, 105996
- D. Ma, T.U. Rehman, L. Zhang, H. Maki, M. R. Tuinstra, and J. Jin. 2021. Modeling of diurnal changing patterns in airborne crop remote sensing images. Remote Sens. 2021, 13, 1719. https://doi.org/10.3390/ rs13091719
- C.D. Cruz, Y. Huang, M.R. Jahanshahi, C. Gongora-Canul, J. Jin, T. Wang, and M. Fernandez-Campos. 2021. Wheat spike blast image classification using deep convolutional neural networks. Frontiers in Plant Science. Volume 12, page 1054, DOI=10.3389/fpls.2021.673505
- D. Ma, T.U. Rehman, L. Zhang, H. Maki, M. R. Tuinstra, and J. Jin. 2021. Modeling of environmental impacts on aerial hyperspectral images for corn plant phenotyping. Remote Sens. 2021, 13(13), 2520. https://doi.org/10.3390/rs13132520
- Z. SongG*, W. QiuVS*, and J. Jin*. 2021. MISIRoot: A Robotic Minimum Invasion In-Situ Imaging System for Plant Root Phenotyping. Accepted by Transactions of the ASABE in May 2021. ITSC-14306-2020
- T.U. Rehman, L. Zhang, D. Ma, and J. Jin. 2022. Common Latent Space Exploration for Calibration Transfer across Hyperspectral Imaging-Based Phenotyping Systems. Remote Sensing. 14(2), 319
- M. Lin, V. Lynch, D. Ma, H. Maki, Jian Jin, Mitch Tuinstra. 2022. Multi-Species Prediction of Physiological Traits with Hyperspectral Modeling. Plants. 11(5), 676