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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: September 26, 2022

Seminar page: https://direc.dk/direc-seminar-2022/

Forbrydelser der rystede Danmark – Mia-sagen

Published: October 12, 2022

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: October 26, 2023

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: August 21, 2025

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

Andreas Aakerberg, PhD