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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
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Blog Post number 3
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Blog Post number 2
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Blog Post number 1
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portfolio
Portfolio item number 1
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publications
Complementing SRCNN by Transformed Self-Exemplars
Published in International Workshop on Video Analytics for Audience Measurement in Retail and Digital Signage, 2016
Recommended citation: Aakerberg, Andreas and Rasmussen, Christoffer B and Nasrollahi, Kamal and Moeslund, Thomas B (2016). "Complementing SRCNN by Transformed Self-Exemplars." International Workshop on Video Analytics for Audience Measurement in Retail and Digital Signage.
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Depth value pre-processing for accurate transfer learning based RGB-D object recognition
Published in International Joint Conference on Computational Intelligence, 2017
Recommended citation: Andreas Aakerberg, Kamal Nasrollahi, Christoffer Bøgelund Rasmussen, Thomas B Moeslund (2017). "Depth value pre-processing for accurate transfer learning based RGB-D object recognition." International Joint Conference on Computational Intelligence.
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Improving a deep learning based RGB-D object recognition model by ensemble learning
Published in 2017 Seventh international conference on image processing theory, tools and applications (IPTA), 2017
Recommended citation: Aakerberg, Andreas and Nasrollahi, Kamal and Heder, Thomas (2017). "Improving a deep learning based RGB-D object recognition model by ensemble learning." 2017 Seventh international conference on image processing theory, tools and applications (IPTA).
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Real-World Thermal Image Super-Resolution
Published in International Symposium on Visual Computing, 2021
Recommended citation: Allahham, Moaaz and Aakerberg, Andreas and Nasrollahi, Kamal and Moeslund, Thomas B (2021). "Real-World Thermal Image Super-Resolution." International Symposium on Visual Computing.
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RELLISUR: A real low-light image super-resolution dataset
Published in Thirty-fifth Conference on Neural Information Processing Systems-NeurIPS 2021, 2021
Recommended citation: Aakerberg, Andreas and Nasrollahi, Kamal and Moeslund, Thomas B (2021). "RELLISUR: A real low-light image super-resolution dataset." Thirty-fifth Conference on Neural Information Processing Systems-NeurIPS 2021.
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Single-loss multi-task learning for improving semantic segmentation using super-resolution
Published in International Conference on Computer Analysis of Images and Patterns, 2021
Recommended citation: Aakerberg, Andreas and Johansen, Anders S and Nasrollahi, Kamal and Moeslund, Thomas B (2021). "Single-loss multi-task learning for improving semantic segmentation using super-resolution." International Conference on Computer Analysis of Images and Patterns.
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Real-world super-resolution of face-images from surveillance cameras
Published in IET Image Processing, 2022
Recommended citation: Aakerberg, Andreas and Nasrollahi, Kamal and Moeslund, Thomas B (2022). "Real-world super-resolution of face-images from surveillance cameras." IET Image Processing.
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Semantic segmentation guided real-world super-resolution
Published in Proceedings of the IEEE/CVF winter conference on applications of computer vision, 2022
Recommended citation: Aakerberg, Andreas and Johansen, Anders S and Nasrollahi, Kamal and Moeslund, Thomas B (2022). "Semantic segmentation guided real-world super-resolution." Proceedings of the IEEE/CVF winter conference on applications of computer vision.
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RELIEF: Joint low-light image enhancement and super-resolution with transformers
Published in Scandinavian Conference on Image Analysis, 2023
Recommended citation: Aakerberg, Andreas and Nasrollahi, Kamal and Moeslund, Thomas B (2023). "RELIEF: Joint low-light image enhancement and super-resolution with transformers." Scandinavian Conference on Image Analysis.
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Revealing More Details: Image Super-Resolution for Real-World Applications
Published in , 2023
Recommended citation: Aakerberg, Andreas (2023). "Revealing More Details: Image Super-Resolution for Real-World Applications." .
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Image processing method, apparatus, and non-transitory computer-readable medium
Published in US Patent App. 18/069,089, 2023
Recommended citation: NASROLLAHI, Kamal and MOESLUND, Thomas B and AAKERBERG, Andreas (2023). "Image processing method, apparatus, and non-transitory computer-readable medium." US Patent App. 18/069,089.
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Pda-rwsr: Pixel-wise degradation adaptive real-world super-resolution
Published in Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Recommended citation: Aakerberg, Andreas and El Helou, Majed and Nasrollahi, Kamal and Moeslund, Thomas (2024). "Pda-rwsr: Pixel-wise degradation adaptive real-world super-resolution." Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision.
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A method of training a neural network, apparatus and computer program for carrying out the method
Published in US Patent App. 18/595,002, 2024
Recommended citation: AAKERBERG, Andreas and NASROLLAHI, Kamal and Moeslund, Thomas B (2024). "A method of training a neural network, apparatus and computer program for carrying out the method." US Patent App. 18/595,002.
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Sea-ing Through Scattered Rays: Revisiting the Image Formation Model for Realistic Underwater Image Generation
Published in arXiv preprint arXiv:2509.15011, 2025
Recommended citation: Ismiroglou, Vasiliki and Pedersen, Malte and Bengtson, Stefan H and Aakerberg, Andreas and Moeslund, Thomas B (2025). "Sea-ing Through Scattered Rays: Revisiting the Image Formation Model for Realistic Underwater Image Generation." arXiv preprint arXiv:2509.15011.
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LTDv2: A Large-Scale Long-term Thermal Drift Dataset for Robust Multi-Object Detection in Surveillance
Published in Authorea Preprints, 2025
Recommended citation: Parola, Marco and Aakerberg, Andreas and Johansen, Anders S and Nikolov, Ivan A and Cimino, Mario GCA and Nasrollahi, Kamal and Moeslund, Thomas B (2025). "LTDv2: A Large-Scale Long-term Thermal Drift Dataset for Robust Multi-Object Detection in Surveillance." Authorea Preprints.
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talks
Fine-Grained Image Generation with Super-Resolution
Published:
Seminar page: https://direc.dk/direc-seminar-2022/
Forbrydelser der rystede Danmark – Mia-sagen
Published:
Appearance in the TV documentary series Forbrydelser der rystede Danmark (episode: Mia-sagen), broadcast on Discovery+ / Kanal 5. Contribution related to image analysis and context for the case.
Kunstig intelligens er i gang med at overtage verden
Published:
Interview/commentary about AI education and public interest in AI. Coverage included an online article on TV2Nord.dk and a segment on TV 2 Nord Nyhederne (22:00) the same day. Summary (DA): Aalborg Universitet introducerede en ny uddannelse i AI med stor interesse fra unge; indslag med citater om, at AI er rykket fra laboratorierne ud i virkeligheden.
Hvem chikanerer Tove? (TV 2 Danmark)
Published:
Interview about image enhancement for the TV documentary “Hvem chikanerer Tove?”, produced by Aberdabei Film for TV 2 Danmark. Aired on 21 August 2025.
Official page: https://tv.tv2.dk/hvem-chikanerer-tove
teaching
Perception and Acquisition of Data, Fall Semester 2023
Graduate Course, Aalborg University, Department of Architecture, Design and Media Technology, 2023
https://moduler.aau.dk/course/2025-2026/MSNAVSK1231?lang=en-GB
Informatics, Spring Semester 2024
Undergraduate Course, Aalborg University, Department of Architecture, Design and Media Technology, 2024
Informatics (COMTEK6/EIT6) is a self-study support course covering basic image processing, feature extraction, and classification.
Image processing and computer vision, Spring Semester 2024
Graduate Course, Aalborg University, Department of Architecture, Design and Media Technology, 2024
https://moduler.aau.dk/course/2023-2024/ESNVGISK2K1A?lang=en-GB
Deep Learning, Fall Semester 2024
Undergraduate Course, Aalborg University, Department of Architecture, Design and Media Technology, 2024
https://moduler.aau.dk/course/2025-2026/MSNDAKIB3234?lang=en-GB
Perception and Acquisition of Data, Fall Semester 2024
Graduate Course, Aalborg University, Department of Architecture, Design and Media Technology, 2024
https://moduler.aau.dk/course/2025-2026/MSNAVSK1231?lang=en-GB
AI Programming, Spring Semester 2025
Undergraduate Course, Aalborg University, Department of Architecture, Design and Media Technology, 2025
https://moduler.aau.dk/course/2025-2026/MSNMEDB6215A?lang=da-DK
MLOps, Spring Semester 2025
Undergraduate Course, Aalborg University, Department of Architecture, Design and Media Technology, 2025
https://moduler.aau.dk/course/2023-2024/MSNDAKIB4232?lang=da-DK
Deep Learning, Fall Semester 2025
Undergraduate Course, Aalborg University, Department of Architecture, Design and Media Technology, 2025
https://moduler.aau.dk/course/2025-2026/MSNDAKIB3234?lang=en-GB
Perception and Acquisition of Data, Fall Semester 2025
Graduate Course, Aalborg University, Department of Architecture, Design and Media Technology, 2025
https://moduler.aau.dk/course/2025-2026/MSNAVSK1231?lang=en-GB