Description
The majority of the plastic waste produced is thermally recycled, i.e. incinerated. The reason for this is that the plastics often cannot be properly identified. Multispectral imaging enables clear classification. So-called camera arrays are used for this purpose; filters in different w...
Recent advances in computation power along with the availability of vast amount of data is a key enabler towardstraining the next generation of large deep neural networks comprising billions of learnable parameters. This category of networks is commonly known as foundation models. Foundation models ...
Description
Increasingly, image and video data are not only evaluated by a human viewer, but instead by machines using algorithms. In many scenarios, such as smart city systems, the computing power at the recording device is too low to perform the evaluation locally. Instead, the image data is tran...
Description
Lower limb prostheses support individuals with lower limb amputations in daily tasks, including walking, stairs climbing or running. For adaptation to the current gait situation, it is beneficial to sense the surrounding environment, e.g., with visual sensors. The obtained situation awa...
Description
This thesis can be written in German and in English.
The need to transmit screen content data is more important than ever. Online conferencing, screen sharing and remote desktop are just a few applications where screen content data has to be compressed. However, conventional image an...
Point Clouds are becoming one of the most common data structures to represent 3D scenes as it enables six degrees of freedom (6DoF) viewing experience. Point Cloud Data has been used in many applications, from immersive media, and autonomous driving to healthcare.
However, a typical...
Proposal for a Master Thesis
Topic:
Deep Learning Methods for Bearing Fault Detection
Description:
The measurable vibrations of machines during operation contain much information about the machine's condition. During normal operation a machine exhibits a characteristic vibration signat...
