PostDoctoral positions on low-latency vision for autonomous robotics - [ Postdoc ]Added on: 11/01/2019 - Expires on 28/02/2019
The Event-Driven Perception for Robotics (EDPR) Research Line (www.edpr.iit.it) at the iCub facility – Istituto Italiano di Tecnologia (IIT) – is seeking to appoint two postdoctoral fellows in the area of low-latency vision for autonomous robots.
We are looking for talented and enthusiastic postdocs who will join our team to develop algorithms for low-latency and high-speed vision for motion estimation and 3D object tracking. In particular, the candidates will be in a unique position to exploit recent advances in machine learning and more traditional computer vision techniques, in combination with novel biologically “event-driven” inspired sensors.
The candidates will take an “event-driven” approach to robotics, in which sensor signals are not sampled at a fixed rate, but specialised sensor electronics output only when there is a significant change. The signal is therefore highly-compressed, has a low-latency, high dynamic range, and can represent signal frequencies on the order of megahertz. An example of the event-driven camera can be seen here (https://www.youtube.com/watch?v=xS-7xYRYSLc).
The event-driven sensors propose a challenge as they require a completely new approach to processing, and we expect the candidates to have a strong knowledge base of a relevant field such as machine learning and computer vision, and also an open-mind to the paradigm shift that comes with event-driven robotics.
The EDPR group is part of the iCub Facility and the candidates will be using event-driven robotics to improve the speed, accuracy, robustness and computational usage for the visual processing required for autonomous humanoid robots.
For more details on the position, write to email@example.com, and for more information on EDPR watch https://www.youtube.com/watch?v=9RKzUaqGhE4&feature=youtu.be
- M. Sc. in Computer science, Physics or related fields;
- PhD in computer science, robotics, computer vision or related fields
- Ability to analyse, improve and propose new algorithms/solutions;
- Good programming skills;
- Good communication skills and ability to cooperate within a team;
- Creative, proactive and collaborative attitude.
- Outstanding technical skills and excellent overall score in master classes;
- Background and/or previous experience in a field among modelling, machine learning, robotics, computer vision, event-driven or spike-based computation;
- Familiarity with robotic middleware (e.g. YARP, ROS) and development tools (e.g. CMake and Git);
- Knowledge of Computer Vision and OpenCV library.
The successful candidate will be offered a salary commensurate to experience and skills.
Please apply by February 28, 2019, by sending your application to firstname.lastname@example.org quoting exactly “BC76324+76325 – JP13+JP14 Low-latency 3D object tracking for autonomous robotics” in the e-mail subject. Your application shall contain a detailed CV, a research statement, and the contact information of two references.
Fondazione Istituto Italiano di Tecnologia (http://www.iit.it) is a non-profit institution created with the objective of promoting technological development and higher education in science and technology. Research at IIT is carried out in highly innovative scientific fields with state-of-the-art technology.
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Istituto Italiano di Tecnologia is an Equal Opportunity Employer that actively seeks diversity in the workforce.