Curriculum Vitae
Education
Year
Degree
School
Subject
2011-2014
Bachelor of Science
Technische Universität Ilmenau
Computer Science (Minor: Mathematics)
2014-2016
Master of Science
Technische Universität Ilmenau
Computer Science (Focus: Cognitive Systems & Robotics)
Work experience
Year
Company
Position
2015-2016
Bayerische Motoren Werke AG, Munich
Intern (6 months)
Main topics: Dynamic Bayesian Networks, Machine Learning, Clustering, Cloud Services, Java
Main topics: Dynamic Bayesian Networks, Machine Learning, Clustering, Cloud Services, Java
2017-2022
Karlsruhe Institute of Technology, Karlsruhe
Research Assistant
Main topics: Computer Vision, Machine/Deep Learning, Anomaly Detection, Crowd Analysis
Main topics: Computer Vision, Machine/Deep Learning, Anomaly Detection, Crowd Analysis
since 2022
Fraunhofer Institute of Optronics, System Technologies and Image Exploitation IOSB, Karlsruhe
Research Assistant
Main topics: Computer Vision, Machine/Deep Learning, Anomaly Detection, Crowd Monitoring
Main topics: Computer Vision, Machine/Deep Learning, Anomaly Detection, Crowd Monitoring
Skills & Interests
Machine Learning
Deep Learning
Keras
Tensorflow
PyTorch
scikit-learn
Computer Vision
Cognitive Systems
Anomaly Detection
Crowd Analysis
Human Pose Estimation
C++
Qt 5
Python 2 & 3
Publications
Golda, Thomas; Thiemich, Johanna; Cormier, Mickael; Beyerer, Jürgen: For the Sake of Privacy: Skeleton-Based Salient Behavior Recognition. In 29th IEEE International Conference on Image Processing (ICIP), 16th -19th October, Bordeaux, France, 2022.
Golda, Thomas; Guaia, Deborah; Wagner-Hartl, Verena: Perception of Risks and Usefulness of Smart Video Surveillance Systems. In Applied Sciences, 2022.
Thomas Golda, Mickael Cormier, Jürgen Beyerer: Intelligente Bild- und Videoauswertung für die Sicherheit. In Handbuch Polizeimanagement – Polizeipolitik – Polizeiwissenschaft – Polizeipraxis. Ed.: D. Wehe, 2022.
Mickael Cormier, Fabian Röpke, Thomas Golda, Jürgen Beyerer: Interactive Labeling for Human Pose Estimation in Surveillance Videos. In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2021.
Thomas Golda, Florian Krüger, Jürgen Beyerer: Temporal Extension for Encoder-Decoder-based Crowd Counting Approaches. In 17th International Conference on Machine Vision and Applications (MVA), 2021.
Thomas Golda: "Let’s get ready to bundle!": Crowd-level Human Keypoint Tracking. In Proceedings of the 2020 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory, 2021.
Dawei Du, Longyin Wen, Pengfei Zhu, Heng Fan, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Ali Al-Ali, Amr Mohamed, Bakour Imene, Bin Dong, Binyu Zhang, Bouchali Hadia Nesma, Chenfeng Xu, Chenzhen Duan, Ciro Castiello, Corrado Mencar, Dingkang Liang, Florian Krüger, Gennaro Vessio, Giovanna Castellano, Jieru Wang, Junyu Gao, Khalid Abualsaud, Laihui DingLei Zhao, Marco Cianciotta, Muhammad Saqib, Noor Almaadeed, Omar Elharrouss, Pei Lyu, Qi Wang, Shidong Liu, Shuang Qiu, Siyang Pan, Somaya Al-Maadeed, Sultan Daud Khan, Tamer Khattab, Tao Han, Thomas Golda, Wei Xu, Xiang Bai, Xiaoqing Xu, Xuelong Li, Yanyun Zhao, Ye Tian, Yingnan Lin, Yongchao Xu, Yuehan Yao, Zhenyu Xu, Zhijian Zhao, Zhipeng Luo, Zhiwei Wei, Zhiyuan Zhao: VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results. In Bartoli A., Fusiello A. (eds) Computer Vision – ECCV 2020 Workshops, 2020.
Thomas Golda: Part Affinity Field based Activity Recognition. In Proceedings of the 2019 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory, 2020.
Thomas Golda, Andreas Blattmann, Jürgen Metzler, Jürgen Beyerer: Image domain adaption of simulated data for human pose estimation. In Proc. SPIE 11543, Artificial Intelligence and Machine Learning in Defense Applications II, 2020.
Thomas Golda, Nils Murzyn, Chengchao Qu, Kristian Kroschel: What goes around comes around: Cycle-Consistency-based Short-Term Motion Prediction for Anomaly Detection using Generative Adversarial Networks. In 16th IEEE International Conference on Advanced Video and Signal Based Surveillances, 2019.
Thomas Golda, Tobias Kalb, Arne Schumann, Jürgen Beyerer: Human Pose Estimation for Real-World Crowded Scenarios. In 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019.
Thomas Golda: Image-based Anomaly Detection within Crowds. In Proceedings of the 2018 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory, 2019.