From line matching to 3D abstraction
Roi Santos. (2019). "From line matching to 3D abstraction." University of Santiago de Compostela. 2019.
CV
Education
- M.S. in Physics, University of Santiago de Compostela
- Ph.D in Computer Vision, University of Santiago de Compostela 2019
Work experience
Current position: Postdoctoral position. Tilburg University. Current position, since Jun ’20 Art Attribution using Variational Autoencoders.
R&D Product Engineer in Babcock International Group - Babcock MCSFM SA. Current position, since Jan ’19 - Jun’20 Development of Computer Vision and communication applications, design of gimbal-based onboard surveillance systems for firefighting and SAR mission aircrafts. Development of software for the control and configuration of onboard gimbal-mounted camera systems (visible, IR, multispectral). Aerial image orthorectification techniques. Detection of shapes. Photogrammetry. Projection onto 3D terrain. I set the requirements and assessment for onboard and cloud systems for surveillance in the largest fleet of helicopters for Emergency Services in Spain, including firefighting and sea-rescue. Working with military-grade sensing systems and coordinating research groups in different universities keeps me updated in the state of the art. Equipment: Trakka gimbals, with InfraTec and FLIR thermographic cameras, Sony visible cameras, Microstrain navigation solutions (inertial sensors), GPS, Iridium-based modem devices, SVP Broadcast Microwave H265 Aerial Video Transmission, Centum AIS and Lifeseeker. Work under ISO 9001 based standards.
Skills
- Technical skills: Signal processing, image processing, electronics, sensors. Software design and implementa- tion in C++, Python and Matlab for Windows, Linux and Mac. OpenMP and CUDA, Qt Framework. ROS , RabbitMQ RESTful API. Mathematical libraries: FFTW , BOOST , BLAS/LAPACK , OpenCV , CERES . L A TEX. High skilled pilot for fixed wing and multi-rotor drones.
- Natural languages: Spanish (mother tongue), Galician (mother tongue), Portuguese and English (full professional proficiency).
Publications
Outlier detection for line matching
Roi Santos. (2018). "Outlier detection for line matching." ICPR. 2018.
Scene wireframes sketching for Unmanned Aerial Vehicles
Roi Santos. (2009). "Pattern Recognition." Pattern Recognition, ELSEVIER SCI LTD , Vol. 86, pp. 354-367 , 2019.. 1(1).
Talks
Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, California
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
Teaching
Service and leadership
- Currently signed in to 43 different slack teams