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13APR 2023
Chair
Particle Filtering for Data Augmentation in Image Classification
We congratulate Prof. Belagiannis and Alexander Tsaregorodtsev for their journal publication entitled “ParticleAugment: Sampling-based data augmentation“. Data Augmentation (DA) is employed during the training process of neural networks in order to prevent overfitting on the training data as well as ensure better generalization capabilities of the resulting network. While data augmentation policies can be hand-chosen […]We congratulate Prof. Belagiannis and Alexander Tsaregorodtsev for their journal publication entitled “ParticleAugment: Sampling-based data augmentation“. Data Augmentation (DA) is employed during the training process of neural networks in order to prevent overfitting on the training data as well as ensure better generalization capabilities of the resulting network. While data augmentation policies can be hand-chosen […]
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22FEB 2023
Chair
Invisible? Invincible!
Frank Sippel investigates multispectral and hyperspectrals cameras, which capture visual data that is invisible to the human eye. Such images can be applied in a large variety of applications in areas such as farming, medical imaging, or recycling. When capturing hyperspectral data with a camera array, highly complex signal processing needs to be performed. Unfortunately, […]
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01JAN 2023
Chair
Contributions for High Audio Fidelity in Teleconferencing
Our colleague Thomas Haubner investigates the audio quality in teleconferencing scenarios. For this application, he developed an algorithm that can effectively suppress reverberation, echoes, and noise. At the same time, using a technique calles “beamforming”, the microphones are algorithmically directed towards the speaker. In the video below, Thomas Haubner explains how this works in practice.Our colleague Thomas Haubner investigates the audio quality in teleconferencing scenarios. For this application, he developed an algorithm that can effectively suppress reverberation, echoes, and noise. At the same time, using a technique calles “beamforming”, the microphones are algorithmically directed towards the speaker. In the video below, Thomas Haubner explains how this works in practice.
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01DEC 2022
Chair
EmpkinS: Compression of 3D Body Hull Data
At our chair, the two doctoral candidates Dat Than Nguyen and Viktoria Heimann are actively taking part in research within the research project “Empatho-Kinaesthetic Sensor Technology – Sensor Techniques and Data Analysis Methods for Empatho-Kinaesthetic Modeling and Condition monitoring” (EmpkinS). In our subproject, we strive to reduce the enormous amount of data generated when capturing […]At our chair, the two doctoral candidates Dat Than Nguyen and Viktoria Heimann are actively taking part in research within the research project “Empatho-Kinaesthetic Sensor Technology – Sensor Techniques and Data Analysis Methods for Empatho-Kinaesthetic Modeling and Condition monitoring” (EmpkinS). In our subproject, we strive to reduce the enormous amount of data generated when capturing […]
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01NOV 2022
Chair
Contributions to Green Streaming
For several years, the LMS is actively participating in standardization activities to allow sustainable video streaming. On the last MPEG-Meeting in Mainz we presented an approach to reduce the power consumption of mobile devices (mobile phones or laptops) during the playback of online videos. Our software will be included in the official reference software of […]
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01OCT 2022
Chair
LMS News – October 2022
Every year, the Bavarian Ministry of Science, Research and Art honors five female students for their outstanding Master’s theses or dissertation in the field of engineering. We are happy to announce that our colleage Anna Meyer (left) received this award from the minister of science Markus Blume.
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