Photo credit: IAAC/MRAC – METADEC
The seminar aims to provide students with a clear understanding of the various sensors used in robotics and the techniques used to process the collected data. One of the fundamental aspects of robotic design involves understanding the external environment, and the robot’s own internal state. Based on this information, the robot is then expected to take decisions (automation) and carry out the necessary tasks (actuation). Thus, understanding how various sensors work, and more importantly, selecting the appropriate sensors based on the parameters being measured, is going to be crucial when designing an efficient robotic system.
A range of topics will be covered as part of this seminar, starting with an overview of the basics, the use of appropriate sensors to gather relevant data about the environment, various processing techniques for different types of sensors, and the analysis of collected sensor data.
Given its versatility in terms of application, computer vision has become an extremely vital discipline within the topic of sensing. The seminar will also focus on using a camera (RGB and RGBD) and its applications in robotics, including object recognition and tracking, as well as the analysis of collected sensor data, using image processing techniques as well as machine learning, for the purpose of decision making and control.
On successful completion of this seminar, the student will be able to:
- Understand the principles and functionalities of different types of sensors used in robotics, including how they are used to gather data about the environment.
- Collect data from various sensors and apply processing techniques to gain a better understanding of the parameter being measured.
- Develop an understanding of various image processing and machine learning methods to perform object detection, recognition and tracking using computer vision.
- Apply concepts and techniques learned to real-world robotics problems.
Projects from this course
PROJECT AIM Design an interactive led wall to maximize human interaction by providing some kind of conversation and movement. DEVELOPMENT PLAN BILL OF MATERIALS PROTOTYPE DESIGN For the prototype, we designed two different components for the sensor exploration, the one in the left we called “HandLED” and the one in the right the “Talking LED … Read more
During this Hardware seminar, we were able to understand different types of sensors used in robotics and the techniques used to process the collected data. The aim of the seminar is to use the sensors to understand the environment and then expect the robot to take decisions (automation) and carry a specific task (actuation). For … Read more
An interactive art installation that utilizes thermal imaging and real-time animation to create a captivating visual experience. The general aim of the project “Thermal Rhythm” was to generate an interactive art-wall in complete darkness which translates the human body movements into animations that controls or visualizes the emotions of the detected person through different colors … Read more