Hello, I am Christos. I am a doctoral candidate at Computer Vision Lab, ETH Zurich, supervised by Prof. Luc Van Gool. My broad research fields are Computer Vision and Machine Learning, while my current focus is on Computer Vision for autonomous cars in adverse conditions, transfer learning with synthetic data, and segmentation. Prior to joining Computer Vision Lab, I received my MSc in Computer Science from ETH Zurich in 2016 and my Diploma in Electrical & Computer Engineering from National Technical University of Athens in 2014, conducting my Diploma thesis at CVSP Group under the supervision of Prof. Petros Maragos.

Publications

Christos Sakaridis, Dengxin Dai, and Luc Van Gool
Semantic Nighttime Image Segmentation with Synthetic Stylized Data, Gradual Adaptation and Uncertainty-Aware Evaluation
arXiv, 2019
[PDF]   [arXiv]   [BibTeX]

Dengxin Dai, Christos Sakaridis, Simon Hecker, and Luc Van Gool
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding
International Journal of Computer Vision (IJCV), 2019
[PDF]   [BibTeX]   [arXiv]   [Project]
The PDF above is a post-peer-review, pre-copyedit version of the article published in IJCV. The final authenticated version is available online here.

Christos Sakaridis, Dengxin Dai, Simon Hecker, and Luc Van Gool
Model Adaptation with Synthetic and Real Data for Semantic Dense Foggy Scene Understanding
European Conference on Computer Vision (ECCV), 2018
[PDF]   [BibTeX]   [arXiv]   [Project]  
The final authenticated version is available online here.

Yuhua Chen, Wen Li, Christos Sakaridis, Dengxin Dai, and Luc Van Gool
Domain Adaptive Faster R-CNN for Object Detection in the Wild
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
[arXiv]   [BibTeX]   [Code]

Christos Sakaridis, Dengxin Dai, and Luc Van Gool
Semantic Foggy Scene Understanding with Synthetic Data
International Journal of Computer Vision (IJCV), 2018
[PDF]   [Final PDF: view-only]   [BibTeX]   [arXiv]   [Project]  
The first PDF above is a post-peer-review, pre-copyedit version of the article published in International Journal of Computer Vision. The final authenticated version is available online here.

Christos Sakaridis, Kimon Drakopoulos, and Petros Maragos
Theoretical Analysis of Active Contours on Graphs
SIAM Journal on Imaging Sciences (SIIMS), 2017
[PDF]   [BibTeX]   [arXiv]   [Code]   [Project]