Publications, Datasets, and Code
Publications are listed in reverse chronological order. For divisions between conference and journal papers, please see my CV. Preprints are eventually replaced with their published versions. Free versions of articles are given for publications, when available, and when not, you can request and I will gladly send you a copy. If the arXiv and ResearchGate versions are identical, the arXiv version is given.
Last update 17 November 2019.
 A. Tabb and M. J. Feldmann, "Data and Code from: Calibration of Asynchronous Camera Networks: CALICO," (Version v.1) [Data set]. Zenodo, 2019. http://doi.org/10.5281/zenodo.3520866
 M. J. Feldmann, M. A. Hardigan, R. A. Famula, C. M. López, A. Tabb, G. S. Cole, S. J. Knapp, “Multi-Dimensional Machine Learning Approaches for Fruit Shape Recognition and Phenotyping in Strawberry,” bioRxiv, p. 736397, Aug. 2019. https://doi.org/10.1101/736397
 Q. Zhang, M. Karkee, and A. Tabb, “The use of agricultural robots in orchard management,” in Robotics and automation for improving agriculture, J. Billingsley, Ed. Burleigh Dodds Science Publishing, 2019, pp. 187–214.
 A. Tabb, K. E. Duncan, C. N. Topp, "Code and Data from: Segmenting Root Systems in X-Ray Computed Tomography Images Using Level Sets," (Version v.1) [Data set]. Zenodo, 2019. http://doi.org/10.5281/zenodo.3333709
 M. Feldmann, A. Tabb, and S. Knapp, "Cost-effective, high-throughput 3D reconstruction method for fruit phenotyping", in CVPPP 2019: workshop on Computer Vision Problems in Plant Phenotyping, 2019.
 A. Tabb, Germán A. Holguín, and Rachel Naegele, "Using cameras for precise measurement of two-dimensional plant features," May 2019. arXiv:1904.13187 [cs.CV]
 A. Tabb, “Code from: Using cameras for precise measurement of two-dimensional plant features.” Ag Data Commons, 2019. https://data.nal.usda.gov/dataset/code-using-cameras-precise-measurement-two-dimensional-plant-features
 A. Tabb, H. Medeiros, M.J. Feldmann, and T.T. Santos, "Calibration of Asynchronous Camera Networks: CALICO,” Nov. 2019. arXiv:1903.06811 [cs.CV]
 L.J. Nixon, A. Tabb, W. M. Morrison, K. Rice, E. G. Brockerhoff, T.C. Leskey, S. Goldson, M. Rostás "Volatile release, mobility, and mortality of diapausing Halyomorpha halys during simulated shipping movements and temperature changes," J Pest Sci (2019). https://doi.org/10.1007/s10340-019-01084-x
 B. Stumph, M. Hernandez Virto, H. Medeiros, A. Tabb, S. Wolford, K. Rice, T. Leskey, ``Detecting Invasive Insects with Unmanned Aerial Vehicles," in 2019 IEEE International Conference on Robotics and Automation (ICRA), 2019. https://doi.org/10.1109/ICRA.2019.8794116
 P. A. Dias, Z. Shen, A. Tabb and H. Medeiros, "FreeLabel: A Publicly Available Annotation Tool Based on Freehand Traces," 2019 IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa Village, HI, USA, 2019, pp. 21-30. doi: 10.1109/WACV.2019.00010
 P.A. Dias, A. Tabb, H. Medeiros, ``Multispecies fruit flower detection using a refined semantic segmentation network," Robotics and Automation Letters, vol. 3, no. 4, pp. 3003-3010, Oct. 2018. doi: 10.1109/LRA.2018.2849498.
(dataset) P.A. Dias, A. Tabb, H. Medeiros (2018). Data from: Multi-species fruit flower detection using a refined semantic segmentation network. Ag Data Commons. http://dx.doi.org/10.15482/USDA.ADC/1423466
 C. A. Hollender, J. M. Waite, A. Tabb, D. Raines, S. Chinnithambi, and C. Dardick, “Alteration of TAC1 expression in Prunus species leads to pleiotropic shoot phenotypes,” Horticulture Research, vol. 5, no. 1, p. 26, May 2018. doi: 10.1038/s41438-018-0034-1
 C. A. Hollender, P. Thierry, A. Tabb, T. Hadiarto, C. Srinivasan, W. Wang, Z. Liu, R. Scorza, and C. Dardick, “Loss of a highly conserved sterile alpha motif domain gene (WEEP) results in pendulous branch growth in peach trees,” Proceedings of the National Academy of Sciences, vol. 115, no. 20, pp. E4690–E4699, 2018. doi: 10.1073/pnas.1704515115
 P. A. Dias, A. Tabb, and H. Medeiros, “Apple flower detection using deep convolutional networks,” Computers in Industry, vol. 99, pp. 17–28, Aug. 2018. doi: 10.1016/j.compind.2018.03.010
 A. Tabb and H. Medeiros, “Automatic segmentation of trees in dynamic outdoor environments,” Computers in Industry, vol. 98, pp. 90–99, Jun. 2018. doi: 10.1016/j.compind.2018.03.002
 A. Tabb and H. Medeiros, “Fast and Robust Curve Skeletonization for Real-World Elongated Objects,” in 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 2018, pp. 1935–1943. doi: 10.1109/WACV.2018.00214
Note: the typesetting in the publisher’s version is not good. The arXiv version is identical in content and also includes our extensive supplementary materials.
 A. Tabb, K. E. Duncan, and C. N. Topp, “Segmenting Root Systems in X-Ray Computed Tomography Images Using Level Sets,” in 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 2018, pp. 586–595. doi: 10.1109/WACV.2018.00070
 (dataset) A. Tabb (2017). Code from: Fast and robust curve skeletonization for real-world elongated objects. Ag Data Commons. http://dx.doi.org/10.15482/USDA.ADC/1399689
 A. Tabb and H. Medeiros, "A robotic vision system to measure tree traits," 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Vancouver, BC, 2017, pp. 6005-6012. doi: 10.1109/IROS.2017.8206497
 A. Tabb and K. M. Ahmad Yousef, “Solving the robot-world hand-eye(s) calibration problem with iterative methods,” Machine Vision and Applications, vol. 28, no. 5, pp. 569–590, Aug. 2017. doi: 10.1007/s00138-017-0841-7
 (dataset) A. Tabb (2017). Data from: Solving the Robot-World Hand-Eye(s) Calibration Problem with Iterative Methods. Ag Data Commons. http://dx.doi.org/10.15482/USDA.ADC/1340592
June 1, 2018: A bug has been fixed and code updated!
 A. Tabb and K. M. Ahmad Yousef, "Parameterizations for reducing camera reprojection error for robot-world hand-eye calibration," 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Hamburg, 2015, pp. 3030-3037. doi: 10.1109/IROS.2015.7353795
Note: Khalil’s last name is a double one: Ahmad Yousef.
 A. Tabb and J. Park, “Camera calibration correction in Shape from Inconsistent Silhouette,” in 2015 IEEE International Conference on Robotics and Automation (ICRA), 2015, pp. 4827–4834. doi: 10.1109/ICRA.2015.7139870
 A. Tabb, “Shape from inconsistent silhouette: Reconstruction of objects in the presence of segmentation and camera calibration error,” PhD, Purdue University, West Lafayette, Indiana, USA, 2014.
 A. Tabb, "Shape from Silhouette Probability Maps: Reconstruction of Thin Objects in the Presence of Silhouette Extraction and Calibration Error," 2013 IEEE Conference on Computer Vision and Pattern Recognition, Portland, OR, 2013, pp. 161-168. doi: 10.1109/CVPR.2013.28
 D. L. Peterson, A. Tabb, T.A. Baugher, K. Lewis, D.M. Glenn, “Dry Bin Filler for Apples,” Applied Engineering in Agriculture, vol. 26, no. 4, p. 541, 2010. doi: 10.13031/2013.32057.
 B.S. Bennedsen, D.L. Peterson, and A. Tabb , “Identifying Apple Surface Defects Using Principal Components Analysis and Artificial Neural Networks,” Transactions of the ASABE, vol. 50, no. 6, p. 2257, 2007. doi: 10.13031/2013.24078.
 J. Park, A. Tabb, and A. C. Kak, ``Hierarchical Data Structure for Real-Time Background Subtraction,” in 2006 International Conference on Image Processing, 2006, pp. 1849–1852. doi: 10.1109/ICIP.2006.312840
 A. Tabb, D. Peterson, and J. Park, ``Segmentation of Apple Fruit from Video via
Background Modeling," ASABE Annual International Meeting, 2006. doi: 10.13031/2013.20873.
 B.S. Bennedsen, D.L. Peterson, A. Tabb, “Identifying defects in images of rotating apples,” Computers and Electronics in Agriculture, vol. 48, no. 2, pp. 92–102, Aug. 2005. doi:10.1016/j.compag.2005.01.003
© Amy Tabb 2018 - 2020. All rights reserved. The contents of this site reflect my personal perspectives and not those of any other entity.