14 citations · 14 across the 2 of their papers we have counts for
3 papers
cs.CV2021
Dynamic Texture Recognition via Nuclear Distances on Kernelized Scattering Histogram Spaces
Alexander Sagel, Julian Wörmann, Hao Shen
Distance-based dynamic texture recognition is an important research field in multimedia processing with applications ranging from retrieval to segmentation of video data. Based on…
cs.LG2020
Knowledge as Invariance -- History and Perspectives of Knowledge-augmented Machine Learning
Alexander Sagel, Amit Sahu, Stefan Matthes +5
Research in machine learning is at a turning point. While supervised deep learning has conquered the field at a breathtaking pace and demonstrated the ability to solve inference pr…
cs.IT2013★ 14 cited
Analysis Based Blind Compressive Sensing
Julian Wörmann, Simon Hawe, Martin Kleinsteuber
In this work we address the problem of blindly reconstructing compressively sensed signals by exploiting the co-sparse analysis model. In the analysis model it is assumed that a si…