10 citations · 13 across the 7 of their papers we have counts for
3 papers · 1 filter
tfShearlab: The TensorFlow Digital Shearlet Transform for Deep Learning
Héctor Andrade-Loarca, Gitta Kutyniok
The shearlet transform from applied harmonic analysis is currently the state of the art when analyzing multidimensional signals with anisotropic singularities. Its optimal sparse a…
Shearlets as Feature Extractor for Semantic Edge Detection: The Model-Based and Data-Driven Realm
Héctor Andrade-Loarca, Gitta Kutyniok, Ozan Öktem
Semantic edge detection has recently gained a lot of attention as an image processing task, mainly due to its wide range of real-world applications. This is based on the fact that…
Extraction of digital wavefront sets using applied harmonic analysis and deep neural networks
Héctor Andrade-Loarca, Gitta Kutyniok, Ozan Öktem +1
Microlocal analysis provides deep insight into singularity structures and is often crucial for solving inverse problems, predominately, in imaging sciences. Of particular importanc…