1 citations · 1 across the 5 of their papers we have counts for
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FaceDancer: Pose- and Occlusion-Aware High Fidelity Face Swapping
Felix Rosberg, Eren Erdal Aksoy, Fernando Alonso-Fernandez +1
In this work, we present a new single-stage method for subject agnostic face swapping and identity transfer, named FaceDancer. We have two major contributions: Adaptive Feature Fus…
A Variational Graph Autoencoder for Manipulation Action Recognition and Prediction
Gamze Akyol, Sanem Sariel, Eren Erdal Aksoy
Despite decades of research, understanding human manipulation activities is, and has always been, one of the most attractive and challenging research topics in computer vision and…
Semantics-aware Multi-modal Domain Translation:From LiDAR Point Clouds to Panoramic Color Images
Tiago Cortinhal, Fatih Kurnaz, Eren Aksoy
In this work, we present a simple yet effective framework to address the domain translation problem between different sensor modalities with unique data formats. By relying only on…
Deep Neural Network Compression for Image Classification and Object Detection
Georgios Tzelepis, Ahraz Asif, Saimir Baci +2
Neural networks have been notorious for being computationally expensive. This is mainly because neural networks are often over-parametrized and most likely have redundant nodes or…
SalsaNet: Fast Road and Vehicle Segmentation in LiDAR Point Clouds for Autonomous Driving
Eren Erdal Aksoy, Saimir Baci, Selcuk Cavdar
In this paper, we introduce a deep encoder-decoder network, named SalsaNet, for efficient semantic segmentation of 3D LiDAR point clouds. SalsaNet segments the road, i.e. drivable…
Introducing the Simulated Flying Shapes and Simulated Planar Manipulator Datasets
Fabio Ferreira, Jonas Rothfuss, Eren Erdal Aksoy +2
We release two artificial datasets, Simulated Flying Shapes and Simulated Planar Manipulator that allow to test the learning ability of video processing systems. In particular, the…