DR. Erenus Yildiz
Forschungszentrum Jülich GmbH,
IAS-8: Data Analytics and Machine Learning
Currently working as a Post-Doc researcher at the Forschungszentrum Jülich, conducting research on 3D reconstruction, image segmentation and depth estimation. Working with 2D and 3D data.
Publications
Deep learning based 3d reconstruction for phenotyping of wheat seeds: a dataset, challenge, and baseline method
Cherepashkin V, Yildiz E, Fischbach A, Kobbelt L, Scharr H - 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) - 2023
An Extended Visual Intelligence Scheme for Disassembly in Automated Recycling Routines
Yildiz E, Renaudo E, Hollenstein J, Piater J, Wörgötter F - Communications in Computer and Information Science - 2022
DCNN-based Screw Classification in Automated Disassembly Processes
Yildiz E, Wörgötter F - Proceedings of the International Conference on Robotics, Computer Vision and Intelligent Systems - 2020
A Visual Intelligence Scheme for Hard Drive Disassembly in Automated Recycling Routines
Yildiz E, Brinker T, Renaudo E, Hollenstein J, Haller-Seeber S, Piater J, Wörgötter F - Proceedings of the International Conference on Robotics, Computer Vision and Intelligent Systems - 2020
DCNN-Based Screw Detection for Automated Disassembly Processes
Yildiz E, Worgotter F - 2019 15th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) - 2019