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M. Lux, M. Riegler, P. Halvorsen, D. Dang-Nguyen and M. Potthast

Challenges for Multimedia Research in E-Sports Using Counter-Strike Global Offensive as an Example

In Savegame, 197-206. Vol. 4. Wiesbaden: Springer Fachmedien Wiesbaden, 2019.
Book Chapter
2019
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O. Witczak, J. Andersen, S. Hicks, H. L. Hammer, M. Riegler and T. Haugen

Artificial intelligence predicts sperm motility from sperm fatty acids: P-120

Human Reproduction 34 (2019).
Journal Article
2019
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M. Riegler, J. Andersen, M. Andersen, H. L. Hammer, S. Hicks, A. Hicks, W. Oliwia and T. Haugen

Artificial intelligence as a tool in predicting sperm motility and morphology: P-116

Human Reproduction 34 (2019).
Journal Article
2019
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K. Ahmad, K. Pogorelov, M. Ullah, M. Riegler, N. Conci, J. Langguth and A. Al-Fuqaha

Multi-Modal Machine Learning for Flood Detection in News, Social Media and Satellite Sequences

In Multimediaeval Benchmark 2019. CEUR Workshop Proceedings, 2019.
Proceedings, refereed
2019
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Selected publications

A. Reinke, M. D. Tizabi, C. H. Sudre, M. Eisenmann, T. Rädsch, M. Baumgartner, L. Acion, M. Antonelli, T. Arbel, S. Bakas et al.

Common Limitations of Image Processing Metrics: A Picture Story

arXiv, 2022.
Miscellaneous
2022
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M. Riegler, C. Griwodz, C. Spampinato, T. de Lange, S. L. Eskeland, K. Pogorelov, W. Tavanapong, P. T. Schmidt, C. Gurrin, D. Johansen et al.

Multimedia and Medicine: Teammates for Better Disease Detection and Survival

In ACM Multimedia. Amsterdam, The Netherlands, The Netherlands: ACM, 2016.
Proceedings, refereed
2016
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S. Hicks, J. M. Andersen, O. Witczak, V. Thambawita, P. Halvorsen, H. L. Hammer, T. B. Haugen and M. Riegler

Machine Learning-Based Analysis of Sperm Videos and Participant Data for Male Fertility Prediction

Nature Scientific Reports 9, no. 1 (2019).
Journal Article
2019
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S. Hicks, J. L. Isaksen, V. Thambawita, J. Ghouse, G. Ahlberg, A. Linneberg, N. Grarup, I. Strümke, C. Ellervik, M. S. Olesen et al.

Explaining deep neural networks for knowledge discovery in electrocardiogram analysis

Scientific Reports 11 (2021): 10949.
Journal Article
2021
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News

19 April 2021

Winner of the 3rd International Endoscopy Computer Vision Challenge (EndoCV)

Courses held

Several courses within Machine Learning and programming

Available Master's topics

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2019

Proceedings, refereed

B. Ionescu, H. Müller, R. Péteri, Y. D. Cid, V. Liauchuk, V. Kovalev, D. Klimuk, A. Tarasau, A. Ben Abacha, S. A. Hasan et al.

ImageCLEF 2019: Multimedia retrieval in medicine, lifelogging, security and nature

In International Conference of the Cross-Language Evaluation Forum for European Languages. Cham: Springer, 2019.
Status: Published
B. Ionescu, H. Müller, R. Péteri, D. Dang-Nguyen, L. Piras, M. Riegler, M. Tran, M. Lux, C. Gurrin and Y. D. Cid

ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications

In European Conference on Information Retrieval. Springer, 2019.
Status: Published
D. Jha, P. H. Smedsrud, M. Riegler, D. Johansen, T. de Lange, P. Halvorsen and H. D. Johansen

ResUNet++: An Advanced Architecture for Medical Image Segmentation

In 2019 IEEE International Symposium on Multimedia (ISM). San Diego, California, USA: IEEE, 2019.
Status: Published
M. Kirkerød, R. Borgli, V. Thambawita, S. Hicks and M. Riegler

Unsupervised Preprocessing to Improve Generalisation for Medical Image Classification

In IEEE 13th International Symposium on Medical Information and Communication Technology (ISMICT). IEEE, 2019.
Status: Published
K. Kousias, Ö. Alay, A. Argyriou, A. Lutu and M. Riegler

Estimating Downlink Throughput from End-User Measurements in Mobile Broadband Networks

In IEEE World of Wireless, Mobile and Multimedia Networks (WoWMoM). IEEE, 2019.
Status: Published
M. Lux, M. Riegler, D. Dang-Nguyen, J. Pirker, M. Potthast and P. Halvorsen

GameStory Task at MediaEval 2019

In Proceedings of MediaEval 2019. CEUR Workshop Proceedings (CEUR-WS.org), 2019.
Status: Published
M. Lux, P. Halvorsen, D. Dang-Nguyen, H. K. Stensland, M. Kesavulu, M. Potthast and M. Riegler

Summarizing E-Sports Matches and Tournaments: The Example of Counter-Strike: Global Offensive

In International Workshop on Immersive Mixed and Virtual Environment Systems (MMVE). ACM, 2019.
Status: Published
V. Ninh, T. Le, L. Zhou, L. Piras, M. Riegler, M. Lux, M. Tran, C. Gurrin and D. Dang-Nguyen

LIFER 2.0: Discovering Personal Lifelog Insights using an Interactive Lifelog Retrieval System

In CLEF2019 Working Notes. CEUR Workshop Proceedings (CEUR-WS.org), 2019.
Status: Published
F. M. Noori, S. Kahlon, P. Lindner, T. Nordgreen, J. Torresen and M. Riegler

Heart Rate Prediction from Head Movement during Virtual Reality Treatment for Social Anxiety

In 2019 International Conference on Content-Based Multimedia Indexing (CBMI). IEEE, 2019.
Status: Published
F. M. Noori, E. Garcia-Ceja, M. Z. Uddin, M. Riegler and J. Tørresen

Fusion of multiple representations extracted from a single sensor’s data for activity recognition using CNNs

In 2019 International Joint Conference on Neural Networks (IJCNN). IEEE, 2019.
Status: Published