معرفی
Anders Skaarup Johansen is a Postdoctoral Researcher at Aalborg University's Department of Architecture, Design and Media Technology within The Technical Faculty of IT and Design. He works in the Section for Media Technology - Campus Aalborg, focusing on Visual Analysis and Perception as part of the AI for the People research group. His institutional email is asjo@create.aau.dk and his ORCID ID is https://orcid.org/0000-0002-9330-522X.
His research interests center around Computer Vision, Artificial Intelligence, and Machine Learning with specific expertise in Image Segmentation, Object Detection, Thermal Imaging, and Benthic Habitat Mapping. Johansen's work demonstrates strong interdisciplinary applications across environmental science, marine biology, and safety systems. His research approach combines theoretical AI development with practical real-world implementation, particularly evident in his work on underwater imaging and thermal video analysis.
Analysis of his recent publications reveals a clear trend toward practical AI applications with societal impact. His research spans video transformer architectures, machine unlearning verification techniques, and specialized imaging datasets for environmental monitoring. The work shows increasing sophistication in handling real-world challenges like concept drift in thermal imaging and multi-annotator systems for underwater habitat classification.
Johansen actively contributes to two major research projects: REPAI (Responsible AI for Value Creation, 2023-2027) where he's a Project Participant, and JAMBO (2023-2024) where he serves as Principal Investigator studying seabed conditions and bottom-trawling gear impacts in Jammerbugt. His work has generated public policy impact related to marine research that contributed to a ban on beam trawling.
His media engagement includes coverage of facial recognition technology limitations (2024) and video technology for societal safety (2022), demonstrating his commitment to translating technical research into public discourse. Johansen has also contributed to dataset development, notably the JAMBO dataset released on Hugging Face in October 2024.
