- Producing realistic animated film figures is a highly complex technical endeavor
- Drones can be used to greatly reduce the time, effort, and expense required
- Technique may also be used for sport motion analysis over long distances
Drones are going to change the film industry in a major way. Tobias Nägeli, for one, is sure of that.
The computer scientist, who recently finished his doctoral thesis with Otmar Hilliges, professor of computer science and head of the Advanced Interactive Technologies Lab at ETH Zurich, was previously able to show that spectacular, highly technical film scenes could be shot in a much easier way using these mini aircraft.
Now, in a further project, Nägeli has demonstrated that drones also have great potential for animated film.
Drones to replace dozens of cameras
“It’s a very time-consuming task to make figures look realistic in an animated film,” explains Nägeli. “For the figures to appear natural, the first step is to film an actor performing the movements. The second step is then to build the animated figure around this.”
In order to reconstruct an actor’s movements for 3D animation, they must first be recorded with at least two cameras simultaneously.
Sequences of motion that cover a great deal of space in particular create an enormous amount of technical work. It requires either installing numerous cameras in different places, of which only a few can be used at the same time, or other tricky installations involving dollies and cranes.
But these complicated techniques may soon be rendered obsolete. Nägeli and his colleagues at ETH Zurich and Delft University of Technology have developed a system that, in its simplest configuration, consists of two commercially available drones and a laptop.
The drones follow the actor’s every move and automatically adjust their position so that the target can always be shot from two angles, in any kind of lighting and environmental condition. This reduces the amount of camera work required, since the cameras only have to be in the spots where they are actually needed.
Impressively, the system anticipates the actor’s movements in real-time and then calculates where the drones need to fly in order to keep the actor in the frame.
To minimize the volume of data generated, infrared diode markers are fixed to the actor’s joints. The drones, which are equipped with a true light filter, record only the light from the markers, greatly simplifying data processing. The system only sees a few points, from which it then determines the body’s position and directional movement.
“What makes our system so unique is that it can also reliably capture sudden and fast movements,” explains Nägeli. “Of course, this kind of demo system is not good enough to meet the requirements of the film industry yet. But it does offer a promising approach.”
As the young researcher explains, the system could also be extended with additional drones to capture movement in even greater detail. It is also conceivable that the current approach with light markers could be replaced by automatic image analysis, in which a machine learning model directly identifies the joints without the use of diodes, thus reducing the technical complexity of film production even further.
Sport motion analysis by drone?
The team conducted various tests to show how the system can be used to track human movement over longer distances – something that makes the approach interesting for sport motion analysis.
“Until now, it has been impossible to perform a comprehensive motion analysis on runners, for example, because it is much too complicated,” explains Nägeli. “With our system, it’s very easy now to examine how a runner’s kinetics changes over a period of time.”
For the time being, this is still just a vision. Now, the challenge is to continue developing the system for practical applications. Together with two colleagues, Nägeli plans to tackle this task at the new start-up company Tinamu Labs. And who knows – maybe he and his drones will soon land in Hollywood.