Ce Yang

Ce Yang
Assistant Professor
[email protected]
612-626-6419
207 Biosystems and Agricultural Engineering
Ce's Google Scholar Profile
Agricultural Robotics Lab Website
Education
  • BS, China Agricultural University - 2007
  • MS, China Agricultural University - 2009
  • PhD, University of Florida - 2013
  • MS, University of Florida - 2014

Areas of Interest

Precision Agriculture, Remote Sensing, Machine Vision, Spectroscopy, Hyperspectral Imaging, Machine Learning, Big Data in Agriculture

Teaching

SOIL 4111 Introduction to Precision Agriculture 

Research

My research areas span precision agriculture, remote sensing, machine vision, spectroscopy, hyperspectral imaging, machine learning and pattern recognition, big data in agriculture.

Select Publications

  • Ce Yang, Won Suk Lee, and Paul Gader. “Hyperspectral band selection for detecting different blueberry fruit maturity stages.” Computers and Electronics in Agriculture. DOI: 10.1016/j.compag.2014.08.009
  • Ce Yang, Won Suk Lee, and Jeffrey G. Williamson. "Classification of blueberry fruit and leaves based on spectral signatures." Biosystems Engineering 2012,113(4): 351-362.
  • Ruijiao Zhao, Minzan Li, Ce Yang, Wei Yang, and Hong Sun. “The canopy and leaf spectral characteristics and nutrition diagnosis of tomato in greenhouse.” Guang Pu Xue Yu Guang Pu Fen Xi. 2010, 30(11): 3103-6.
  • Ce Yang, Won Suk Lee, Paul Gader, and Han Li. “Hyperspectral band selection using Kullback-Leibler divergence for blueberry fruit detection.” Proceedings IEEE WHISPERS 2013.
  • Ce Yang, Won Suk Lee, and Paul Gader. “Band selection of hyperspectral images for the detection of blueberry fruit with different growth stages.” International conference of American Association of Agricultural and Biological Engineering (ASABE), 2013. Paper Number: 1593276.
  • Anurag R. Katti, Won Suk Lee, and Ce Yang. 2013. Laser weeding system for elimination of in-row weeds. In Proceedings of the 5th Asian Conference on Precision Agriculture (ACPA), June 25-28, 2013, Jeju, Korea.
  • Ce Yang and Won Suk Lee. “Blueberry fruit detection by Bayesian classifier and support vector machine based on visible to near-infrared multispectral imaging.” International conference of ASABE, 2012. Paper Number: 12-1338433.
  • Ce Yang and Won Suk Lee. “Spectral signature of blueberry fruit and leaves.” International conference of ASABE, 2011. Paper Number: 1110582.