Camera-based sensors for smart robots


Our vision is to make intelligent robots available to everyone – to help us in manufacturing, in the office and at home. Sensors are a key technology to bring robots “out of the cage”, but current sensor systems are complex and expensive.

RoVi offers the world's first completely camera-based sensor system for robot arms and grippers. Our patented solution relies on an image processing software and features rich sensory feedback.

On the robot itself, low-cost passive elements substitute electronic sensors for joint positions, force/torque and tactile data. Positions are determined using visual markers, while force sensing relies on deformable elements, such as rubber foam. A camera obserses these elements remotely. The physical measurements are calculated from the image by our software.

RoVi’s sensor software greatly simplifies the mechanics, hardware design and wiring of robot arms – and thus enables their use in low-cost automation, service robotics and consumer applications. The robot is continuously auto-calibrated, enabling the use of low-cost structural parts even for precise manipulation tasks.

Click on the drops in the picture to see how our sensors work on a robot arm


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Use Cases

The following shows some exemplary use cases and applications for robots using our sensing system. Do not hesitate to tell us about your application! We will provide a quick evaluation of what our technology can do to solve your automation problem!

Desktop robot arm

Our camera-based sensing technology enables lightweight, low-cost and mobile robot arms. They fit on any desk or workbench to assist a human worker. With integrated computer vision, they are easily adaptable and can detect objects.

Versatile sensitive grasping

Take your grasping applications to the next level! Handle objects of different shapes, rigidities and materials with a single versatile and self-adapting gripper. With our tactile sensor, you get rich feedback about the grasped object and the grasping state.

Commissioning (Order picking)

Commission small parts such as screws, fittings or plastic part in exact quanities for packagaing or for subsequent worksteps. The robot can do this step even right on the workbench using our versatile grasping system, or any another manipulator.

Process monitoring

Monitor the status of your automation systems by adding our software-based sensors. Data and statistics are processed on-site or in the cloud and presented on any web browser.

Flexible packaging

Package parts or components provided by a machine or a human worker. Our camera-based system flexibly localizes new parts, picks them and places them to a free spot.


RoVi was founded by three engineers as a spin-off from Technical University of Munich (TUM). Our common vision is to create robots that improve our daily lives. Robots that are simple and low-cost yet smart enough to take over dull, dirty and dangerous tasks.

Nicolas and Clemens have been working together for several years in the field of robotics. Our camera-based sensing technology mainly comes from Nicolas' research in computer vision and visuo-haptic perception. Clemens' research focus was in haptics and telepresence. Stefan is an experienced electronics and hardware engineer.

Dr.-Ing. Nicolas Alt

Computer Vision

Dr.-Ing. Clemens Schuwerk

Control Engineering

Stefan Lochbrunner

Electronics Engineering



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RoVi Robot Vision
TU Munich, LMT
Arcisstr. 21
80333 Munich, Germany
Sponsored by: