Kristian Muri Knausgård
Assistant Professor
- Office:
- D3045 ( Jon Lilletuns vei 9, Grimstad )
Research interests
Embedded systems. Real time systems. Engineering cybernetics. AI/computer vision in unstructured environments. Systems engineering.
Courses and teaching
Now:
- MAS245 - Embedded systems for mechatronics
- MAS417 - Programming and software development
- MAS418 - Programming for Intelligent Robotics and Industrial systems
Previously:
- MAS218 - Electrical circuits and PLC programming
- MAS234 - Embedded systems for mechatronics
Work experience
Academic interests
Embedded systems. Real time systems. Engineering cybernetics. AI/computer vision in unstructured environments. Systems engineering.
Scientific publications
- Holen, Martin; Knausgård, Kristian Muri; Goodwin, Morten (2022). An Evaluation of Autonomous Car Simulators and Their Applicability for Supervised and Reinforcement Learning. Intelligent Technologies and Applications: 4th International Conference, INTAP 2021, Grimstad, Norway, October 11–13, 2021, Revised Selected Papers. ISBN: 978-3-031-10524-1. Springer. chapter. s 367 - 379.
- Knausgård, Kristian Muri; Skar, Siv; Sanfilippo, Filippo; Buldenko, Albert; Lindheim, Henning; Lunde, Jakob E.; Sukarevicius, Eligijus; Robbersmyr, Kjell Gunnar (2022). Branch-Manoeuvring Capable Pipe Cleaning Robot for Aquaponic Systems. Intelligent Technologies and Applications: 4th International Conference, INTAP 2021, Grimstad, Norway, October 11–13, 2021, Revised Selected Papers. ISBN: 978-3-031-10524-1. Springer. chapter. s 107 - 118.
- Holen, Martin; Knausgård, Kristian Muri; Goodwin, Morten (2022). Development of a Simulator for Prototyping Reinforcement Learning-Based Autonomous Cars. Informatics. ISSN: 2227-9709. 9 (2). doi:10.3390/informatics9020033.
- Goodwin, Morten; Halvorsen, Kim Aleksander Tallaksen; Jiao, Lei; Knausgård, Kristian Muri; Martin, Angela Helen; Moyano, Marta; Oomen, Rebekah Alice; Rasmussen, Jeppe Have; Sørdalen, Tonje Knutsen; Thorbjørnsen, Susanna Huneide (2022). Unlocking the potential of deep learning for marine ecology: overview, applications, and outlook. ICES Journal of Marine Science. ISSN: 1054-3139. 79 (2). s 319 - 336. doi:10.1093/icesjms/fsab255.
- Knausgård, Kristian Muri; Wiklund, Arne; Sørdalen, Tonje Knutsen; Halvorsen, Kim Tallaksen; Kleiven, Alf Ring; Lei, Jiao; Goodwin, Morten (2021). Temperate fish detection and classification: a deep learning based approach. Applied intelligence (Boston). ISSN: 0924-669X. doi:10.1007/s10489-020-02154-9.
- Olsvik, Erlend; Trinh, Christian M.D.; Knausgård, Kristian Muri; Wiklund, Arne; Sørdalen, Tonje Knutsen; Kleiven, Alf Ring; Lei, Jiao; Goodwin, Morten (2019). Biometric fish classification of temperate species using convolutional neural network with squeeze-and-excitation. Lecture Notes in Computer Science (LNCS). ISSN: 0302-9743. 11606 LNAIs 89 - 101. doi:10.1007/978-3-030-22999-3_9.
- Knausgård, Kristian Muri; Skar, Siv; Sanfilippo, Filippo; Buldenko, Albert; Lindheim, Henning; Lunde, Jakob; Sukarevicius, Eligijus; Robbersmyr, Kjell Gunnar (2021). Branch-Manoeuvring Capable Pipe Cleaning Robot for Aquaponic Systems.
- Sanfilippo, Filippo; Thorstensen, Rein Terje; Jha, Ajit; Jiang, Zhiyu; Knausgård, Kristian Muri; Robbersmyr, Kjell Gunnar (2021). A Perspective of Road Infrastructure and Bridges Digital Twins.
- Knausgård, Kristian Muri; Ottestad, Morten (2018). Mobile autonome roboter i et utdanningsperspektiv.
Last changed: 8.11.2022 10:11