11 citations · 16 across the 11 of their papers we have counts for
3 papers · 1 filter
t-EVA: Time-Efficient t-SNE Video Annotation
Soroosh Poorgholi, Osman Semih Kayhan, Jan C. van Gemert
Video understanding has received more attention in the past few years due to the availability of several large-scale video datasets. However, annotating large-scale video datasets…
Tilting at windmills: Data augmentation for deep pose estimation does not help with occlusions
Rafal Pytel, Osman Semih Kayhan, Jan C. van Gemert
Occlusion degrades the performance of human pose estimation. In this paper, we introduce targeted keypoint and body part occlusion attacks. The effects of the attacks are systemati…
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location
Osman Semih Kayhan, Jan C. van Gemert
In this paper we challenge the common assumption that convolutional layers in modern CNNs are translation invariant. We show that CNNs can and will exploit the absolute spatial loc…