85 citations · 183 across the 7 of their papers we have counts for
4 papers · 1 filter
Will People Like Your Image? Learning the Aesthetic Space
Katharina Schwarz, Patrick Wieschollek, Hendrik P. A. Lensch
Rating how aesthetically pleasing an image appears is a highly complex matter and depends on a large number of different visual factors. Previous work has tackled the aesthetic rat…
Learning Robust Video Synchronization without Annotations
Patrick Wieschollek, Ido Freeman, Hendrik P. A. Lensch
Aligning video sequences is a fundamental yet still unsolved component for a broad range of applications in computer graphics and vision. Most classical image processing methods ca…
Transfer Learning for Material Classification using Convolutional Networks
Patrick Wieschollek, Hendrik P. A. Lensch
Material classification in natural settings is a challenge due to complex interplay of geometry, reflectance properties, and illumination. Previous work on material classification…
End-to-End Learning for Image Burst Deblurring
Patrick Wieschollek, Bernhard Schölkopf, Hendrik P. A. Lensch +1
We present a neural network model approach for multi-frame blind deconvolution. The discriminative approach adopts and combines two recent techniques for image deblurring into a si…