Ciao! I am a PhD student (2015-now) at the Department of Computer, Control and Management Engineering "Antonio Ruberti" at Sapienza University of Rome. I currently work within the Lab RoCoCo. Lab, under the joint supervision of Prof. Daniele Nardi and Dr. Alberto Pretto.

Research Interests

Deep Learning, more specifically Convolutional Neural Networks (CNNs), applied in precision farming scenarios for crop/weed detection and classification. I am also one of the principal investigators in the Flourish Project.



My main passion: Unmanned Aerial Vehicles (UAVs). I am currently investigating new methods and algorithms for the Control and the Navigation of such vehicles. I choose as main testbed scenario the Vision-Based Navigation. A possible interesting application is the Autonomous Crop Row following in a farming field.



I am also involved in the FlexSight project, allowing a robot to perceive rigid and deformable objects.

Publications

For a complete list of my publications look at my Google Scholar profile.

2017

  • "Effective Target Aware Visual Navigation for UAVs" C. Potena, D. Nardi and A. Pretto. The European Conference on Mobile Robotics (ECMR), Paris, 2017. (pdf, bibtex)
  • "Automatic Model Based Dataset Generation for Fast and Accurate Crop and Weeds Detection" M. Di Cicco, C. Potena, G. Grisetti, A.Pretto. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Vancouver, 2017. (pdf, video, bibtex)

2016

  • "Fast and Accurate Crop and Weed Detection with Summarized Train Sets for Precision Agricultureā€¯, C. Potena, D. Nardi, and A. Pretto. International Conference on Intelligent Autonomous Systems (IAS), Shangai, 2016, Best Student Paper Award Finalist. (pdf, bibtex)

2015

  • "Plane Extraction For Indoor Place Recognitionā€¯, C. Potena, A. Pretto, Domenico D. Bloisi, and D. Nardi. Advanced Concepts for Intelligent Vision Systems (ACIVS), Catania, 2015. (pdf, bibtex)

Contact Me

Department of Computer, Control, and Management Engineering (DIAG) "Antonio Ruberti" at Sapienza University of Rome. Via Ariosto, 25. 00185 Rome, Italy.

Contact me at: potena[at]diag[dot]uniroma1[dot]it