Education
- Ph.D., Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, 2015
- M.S., Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, 2010
- B.S., Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, 2009
Publications
B. Jafek, J. Hendershott, M. Eicholtz, C. Johnson, R. Ferrell, J. Baba, P. Bingham, D. Bolme, and H. Santos-Villalobos, “Factor analysis in face detection: gender, occlusion, eyewear, brightness, contrast, and focus measure,” to appear in Proc. SPIE DS134, Disruptive Technologies in Information Sciences, Orlando, FL, Apr. 17-18, 2018.
M. Eicholtz, D. Rose, and D. Solecki, D., “How deep is deep enough? Deep convolutional neural networks for medical image analysis,” presented at 5th Annu. Oak Ridge Postgraduate Association Research Symposium, Oak Ridge, TN, Aug. 18, 2017.
M. Eicholtz, D. Rose, R. Kerekes, T.-Y. Eom, and D. Solecki, “Image processing and machine learning techniques for neurobiological applications,” presented at 4th Annu. Oak Ridge Postgraduate Association Research Symposium, Oak Ridge, TN, Aug. 8, 2016.
M. Eicholtz and L. B. Kara, “Recognizing planar kinematic mechanisms from a single image using evolutionary computation,” presented at Bennett Graduate Student Symposium, Pittsburgh, PA, Apr. 25, 2014. [BEST POSTER AWARD]
M. R. Eicholtz and S. H. Collins, “Two-dimensional parameter study to characterize performance of ankle-foot orthosis joint impedance control,” in Proc. 36th Annu. Meeting American Society of Biomechanics, Gainesville, FL, Aug. 15-18, 2012.
M. R. Eicholtz and S. H. Collins, “Design of an ankle-foot orthosis to reduce metabolic cost of walking,” in 6th Annu. Meeting Dynamic Walking, Jena, Germany, Jul. 18-21, 2011, pp. 80-81.
M. R. Eicholtz, S. Sprigle, A. Ferri, J. J. Caspall, P. V. Dao, and S. Wang, “iMachine: measuring manual wheelchair mass properties,” presented at Georgia Tech Research and Innovation Conf. (GTRIC ’10), Atlanta, GA, Feb. 8, 2010.
P. V. Dao, S. Sprigle, J. J. Caspall, A. Ferri, M. R. Eicholtz, and S. Wang, “Anatomical Model Propulsion System: measuring manual wheelchair efficiency,” presented at Georgia Tech Research and Innovation Conf. (GTRIC ’10), Atlanta, GA, Feb. 8, 2010.
S. S. Sprigle and M. R. Eicholtz, “Temperature and relative humidity at the buttock-wheelchair cushion interface,” presented at Biomedical Engineering Society Annual Meeting (BMES 2009), Pittsburgh, PA, Oct. 7-10, 2009.
P. V. Dao, S. Sprigle, J. J. Caspall, A. Ferri, M. R. Eicholtz, and S. Wang, “Anatomical Model Propulsion System: measuring manual wheelchair efficiency,” presented at Biomedical Engineering Society Annual Meeting (BMES 2009), Pittsburgh, PA, Oct. 7-10, 2009.
M. R. Eicholtz and S. Sprigle, “Analysis of temperature and relative humidity variation in wheelchair cushion monitoring tests,” presented at 4th Annu. Undergraduate Research Spring Symposium, Atlanta, GA, Apr. 1, 2009.
