Jordan Milton Malof

Jordan Milton Malof

Assistant Research Professor in the Department of Electrical and Computer Engineering

My research involves the application of advanced machine learning and computer vision techniques to real-world problems. Recently, I have used deep learning techniques to automatically recognize objects in aerial imagery.  

Appointments and Affiliations

  • Assistant Research Professor in the Department of Electrical and Computer Engineering

Contact Information

  • Email Address: jordan.malof@duke.edu

Education

  • Ph.D. Duke University, 2015

Research Interests

The application of advanced machine learning and computer vision techniques to real-world problems. Recently, I have used deep learning techniques to automatically recognize objects in aerial imagery, and detect buried explosives in ground-penetrating radar data.

Courses Taught

  • ECE 899: Special Readings in Electrical Engineering

Representative Publications

  • Malof, JM; Bradbury, K; Collins, LM; Newell, RG, Automatic detection of solar photovoltaic arrays in high resolution aerial imagery, Applied Energy, vol 183 (2016), pp. 229-240 [10.1016/j.apenergy.2016.08.191] [abs].
  • Malof, JM; Morton, KD; Collins, LM; Torrione, PA, A queuing model for designing multi-modality buried target detection systems: Preliminary results, Proceedings of SPIE - The International Society for Optical Engineering, vol 9454 (2015) [10.1117/12.2176610] [abs].
  • Malof, JM; Hou, R; Collins, LM; Bradbury, K; Newell, R, Automatic solar photovoltaic panel detection in satellite imagery, 2015 International Conference on Renewable Energy Research and Applications, ICRERA 2015 (2015), pp. 1428-1431 [10.1109/ICRERA.2015.7418643] [abs].