1 citations · 1 across the 9 of their papers we have counts for
9 papers
A qualitative investigation of optical flow algorithms for video denoising
Hannes Fassold
A good optical flow estimation is crucial in many video analysis and restoration algorithms employed in application fields like media industry, industrial inspection and automotive…
AdaFamily: A family of Adam-like adaptive gradient methods
Hannes Fassold
We propose AdaFamily, a novel method for training deep neural networks. It is a family of adaptive gradient methods and can be interpreted as sort of a blend of the optimization al…
Detecting speaking persons in video
Hannes Fassold
We present a novel method for detecting speaking persons in video, by extracting facial landmarks with a neural network and analysing these landmarks statistically over time
Some like it tough: Improving model generalization via progressively increasing the training difficulty
Hannes Fassold
In this work, we propose to progressively increase the training difficulty during learning a neural network model via a novel strategy which we call mini-batch trimming. This strat…
Hyper360 -- a Next Generation Toolset for Immersive Media
Hannes Fassold, Antonis Karakottas, Dorothea Tsatsou +7
Spherical 360° video is a novel media format, rapidly becoming adopted in media production and consumption of immersive media. Due to its novelty, there is a lack of tools for prod…
Automatic cinematography for 360 video
Hannes Fassold
We describe our method for automatic generation of a visually interesting camera path (automatic cinematography)from a 360 video. Based on the information from the scene objects, m…