Robots with human-like perception
Dr Fischer’s career focuses on the overarching research goal of equipping robots with the perceptual abilities necessary to safely and intelligently interact with humans.
“In pursuing this goal, my research has spanned the fields of robotics, computer vision, and artificial intelligence,” Dr Fischer said.
“My research goes beyond technology—it aims to positively impact society. Equipping robots with human-like perception could transform areas like search and rescue, disaster relief, and space exploration, with broad implications for everyday life.”
“My colleague at the QUT Centre for Robotics, Distinguished Professor Emeritus Peter Corke, frames our field’s diversity with a comprehensive list of essential topics from mechanics to computer vision.
“His expertise across these areas is rare and inspiring. This diversity of topics that people are working on makes robotics so fascinating to me.”
At home in Germany, after finishing high school, Dr Fischer chose to study computer engineering at university, as he hoped that would best cover the various disciplines involved in intelligent robotics.
“I didn’t particularly enjoy the electrical engineering part of it, but I loved software engineering, algorithms, programming, and neural networks,” Dr Fischer said.
“This was also the time when I realised that despite studying toward a bachelor’s degree, I wouldn’t nearly be able to acquire all the knowledge that I wanted.”
A game changer
Following a fortunate encounter, he was put in touch with Distinguished Professor John Tsotsos from York University, Canada. “Within a week, we had agreed that I could visit Professor Tsotsos for nine months to write my bachelor’s thesis,” Dr Fischer said.
Deeply researching a topic under structured guidance without being explicitly told what to do was a game changer. The thesis introduced him to many concepts he still researches today, such as using knowledge about the human visual system in robotics.
After his time in Canada, Dr Fischer continued his path into robotics and robotic navigation, enrolling in a Master in Artificial Intelligence (AI) at the University of Edinburgh which had a long history in AI.
“I was deeply interested in courses related to vision, covering multiple disciplines such as neuroscience, psychology, and robotics,” he said.
“In retrospect, my thesis was the first time that I made a (albeit minor) contribution to human knowledge. My advisor Jim Bednar was inspirational and very hands-on, which differed greatly from what I had previously encountered.
During his PhD studies at the prestigious Imperial College London, Dr Fischer pioneered a transformative engineering approach that combines concepts from computer science and engineering with biology and social sciences.
“Specifically, I made advances in perceptual perspective taking, where a robot learns to infer how the visual scene is seen from the visual perspective of another agent, human or robot.”
It was also during his PhD studies that he realised how badly the computer vision algorithms - that often work perfectly on constrained datasets - generalise to real-world settings when deploying them on a robot.
“My research on eye gaze and blink estimation has been highly impactful, advancing both theory and practical applications, for example controlling a wheelchair purely based on gaze input.”
His thesis was awarded the Queen Mary UK Best Thesis in Robotics Award 2018 and the Eryl Cadwaladr Davies Prize for the best thesis in the Electrical and Electronic Engineering Department at Imperial College 2018.
A move to Brisbane
After completing his PhD and one year of post-doc at Imperial College, Dr Fischer sought new challenges and was fortunate to connect with Professor Michael Milford, now Director of the QUT Centre for Robotics. This led to his move to Brisbane just before COVID struck.
“Michael’s research aligned closely with mine. Additionally, the then Australian Centre for Robotic Vision based at QUT gave Australian research in robotic vision a huge push forward,” Dr Fischer said.
“The ACRV, and the QUT Centre of Robotics that followed it, have raised global awareness of Australia as a leader in robotics. Being led out of QUT, I knew that there would be many more world-leading robotics researchers.
“At our QUT Centre for Robotics, we are at the forefront of global robotics research, offering a unique window into projects from underwater robots to drones and space robotics–a diversity that sets us apart.”
Aligned with the United Nations Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all.