Jacob Becker

Jacob Becker

Principal Engineer

Jacob Becker received his B.S. in Computer Science and Archaeology from the University of Wisconsin – La Crosse (UW-L) in May 2005. While at UW-L, he pursued original, self-directed research in developing tools to record and visualize contextual relationships within archaeological sites. Part of this work was funded by the UW-L College of Science and Allied Health Deans’ Distinguished Undergraduate Research Fellowship. After UW-L, Jacob went to graduate school at Rensselaer Polytechnic Institute (RPI) where he received a M.S. in Computer Science in August 2009. At RPI he researched aligning a 2D image to a 3D model and filling in holes in LiDAR data using evidence provided by a single aligned 2D image.

Jacob joined the Computer Vision Group at Kitware as an R&D Engineer in October 2009.

  1. J. Crall, J. Becker, P. Tunison, M. Dawkins, A. Basharat, R. Blue, M. Turek, and A. Hoogs, "Deep Learning for Small Object Detection in Satellite Infrared Imagery," in Proceedings of the MSS National Symposium on Sensor and Data Fusion, 2018.
  2. M. Dawkins, A. Basharat, J. Becker, M. Turek, and A. Hoogs, "Deep architecture for small mover detection in overhead infrared imagery," in Proceedings of the MSS National Symposium on Sensor and Data Fusion, 2016.
  3. M. Dawkins, Z. Sun, J. Becker, A. Basharat, A. Hoogs, and M. Turek, "Track Object Type Classification Across a Range of Scales and Types of Video," in Proceedings of the MSS National Symposium on Sensor and Data Fusion, 2016.
  4. R. Jain, J. Becker, V. Mahadevan, P. Shriwise, R. O’Bara, and I. Grindeanu, "OCC-based meshing for RGG applications using MeshKit," in SIAM Conference on Computational Science and Engineering, 2015.
  5. K. Fieldhouse, M. Leotta, A. Basharat, R. Blue, D. Stoup, C. Atkins, L. Sherrill, B. Boeckel, P. Tunison, J. Becker, M. Dawkins, M. Woehlke, R. Collins, M. Turek, and A. Hoogs, "KWIVER: An open source cross-platform video exploitation framework," in Proceedings of the IEEE Applied Imagery Pattern Recognition Workshop, 2014. [URL]
  6. Y. Xu, A. Basharat, J. Becker, and A. Hoogs, "Complex algorithm optimization through probabilistic search of its configuration tree," in Proceedings of the IEEE Conference on Advanced Video and Signal Based Surveillance, 2014. [URL]
  7. J. Becker, C. Stewart, and R. Radke, "LiDAR inpainting from a single image," in Proceedings of the IEEE International Conference on Computer Vision Workshops, 2009. [URL]
  8. G. Gehua Yang, J. Becker, and C. Stewart, "Estimating the Location of a Camera with Respect to a 3D Model," in International Conference on 3-D Digital Imaging and Modeling, 2007. [URL]

Bibliography generated 2019-07-12-15:58:59 (3120)