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Most recent publications

A. Elmokashfi, J. Sundnes, A. Kvalbein, V. Naumova, S. Reinemo, P. M. Florvaag, H. K. Stensland and O. Lysne

Nationwide rollout reveals efficacy of epidemic control through digital contact tracing

Nature Communications 12 (2021).
Journal Article
2021
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O. A. N. Rongved, S. Hicks, V. Thambawita, H. K. Stensland, E. Zouganeli, D. Johansen, C. Midoglu, M. Riegler and P. Halvorsen

Using 3D Convolutional Neural Networks for Real-time Detection of Soccer Events

International Journal of Semantic Computing 15, no. 2 (2021): 161-187.
Journal Article
2021
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J. Markussen, L. B. Kristiansen, P. Halvorsen, H. Kielland-Gyrud, H. K. Stensland and C. Griwodz

SmartIO: Zero-overhead Device Sharing through PCIe Networking

ACM Transactions on Computer Systems 38, no. 1-2 (2021): 1-78.
Journal Article
2021
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O. A. N. Rongved, S. Hicks, V. Thambawita, H. K. Stensland, E. Zouganeli, D. Johansen, M. Riegler and P. Halvorsen

Real-Time Detection of Events in Soccer Videos using 3D Convolutional Neural Networks

In 2020 IEEE International Symposium on Multimedia (ISM). IEEE, 2020.
Proceedings, refereed
2020
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Selected publications

H. K. Stensland, V. R. Gaddam, M. Tennøe, E. O. Helgedagsrud, M. Næss, H. K. Alstad, A. Mortensen, R. Langseth, S. Ljødal, Ø. Landsverk et al.

Bagadus: an Integrated Real-Time System for Soccer Analytics

ACM Transactions on Multimedia Computing, Communications, and Applications 10 (2014): 14:1-14:21.
Journal Article
2014
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J. Markussen, L. B. Kristiansen, P. Halvorsen, H. Kielland-Gyrud, H. K. Stensland and C. Griwodz

SmartIO: Zero-overhead Device Sharing through PCIe Networking

ACM Transactions on Computer Systems 38, no. 1-2 (2021): 1-78.
Journal Article
2021
View
H. Espeland, P. Beskow, H. K. Stensland, P. N. Olsen, S. B. Kristoffersen, C. Griwodz and P. Halvorsen

P2G: a Framework for Distributed Real-Time Processing of Multimedia Data

In Proceedings of the International Workshop on Scheduling and Resource Management for Parallel and Distributed Systems (SRMPDS) - The 2011 International Conference on Parallel Processing Workshops. IEEE, 2011.
Proceedings, refereed
2011
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K. R. Stokke, H. K. Stensland, C. Griwodz and P. Halvorsen

A High-Precision, Hybrid GPU, CPU and RAM Power Model for Generic Multimedia Workloads

In 7th annual ACM conference on Multimedia Systems (MMSys). ACM, 2016.
Proceedings, refereed
2016
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News

29 May 2019
People

Francisco Javier Velázquez-García successfully defended his PhD

Courses held

IN5050 – Programming Heterogeneous Multi-Core Architectures

IN1020 – Introduksjon til datateknologi

Students under supervision

Available Master's topics

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2019

Proceedings, refereed

R. Borgli, H. K. Stensland and M. Riegler

Automatic Hyperparameter Optimization for Transfer Learning on Medical Image Datasets Using Bayesian Optimization

In 13th International Symposium on Medical Information and Communication Technology (ISMICT). IEEE, 2019.
Status: Published
F. L. Henriksen, R. Jensen, H. K. Stensland, D. Johansen, M. Riegler and P. Halvorsen

Performance of Data Enhancements and Training Optimization for Neural Network – A Polyp Detection Case Study

In IEEE CBMS International Symposium on Computer-Based Medical Systems (CBMS). IEEE, 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
A. Nordskog, P. Halvorsen, S. Hicks, H. K. Stensland, H. L. Hammer, D. Johansen and M. Riegler

Semantic Analysis of Soccer News for Automatic Game Event Classification

In 2019 International Conference on Content-Based Multimedia Indexing (CBMI). IEEE, 2019.
Status: Published
J. Rosenblad, S. Hicks, H. K. Stensland, T. B. Haugen, P. Halvorsen and M. Riegler

Using 2D and 3D Convolutional Neural Networks to Predict Semen Quality

In MediaEval. CEUR Workshop Proceedings, 2019.
Status: Published

Posters

R. Borgli, K. Pogorelov, M. Riegler, J. Markussen, H. K. Stensland, P. Halvorsen, C. Griwodz and S. L. Eskeland

Efficient Processing of Medical Videos in a Multi-auditory Environment Using Gpu Lending

NVIDIA's GPU Technology Conference (GTC), 2019.
Status: Published

Talks, invited

H. K. Stensland

Dynamic Sharing of GPUs and IO in a PCIe Network

In GPU Technology Conference, San Jose, CA, USA. Nvidia, 2019.
Status: Published
2018

Proceedings, refereed

T. J. D. Berstad, M. Riegler, H. Espeland, T. de Lange, P. H. Smedsrud, K. Pogorelov, H. K. Stensland and P. Halvorsen

Tradeoffs using Binary and Multiclass Neural Network Classification for Medical Multidisease Detection

In 2018 IEEE International Symposium on Multimedia (ISM). IEEE, 2018.
Status: Published
R. Borgli, P. Halvorsen and M. Riegler

Automatic Hyperparameter Optimization in Keras for the MediaEval 2018 Medico Multimedia Task

In Working Notes Proceedings of the MediaEval 2018 Workshop. CEUR Workshop Proceedings (CEUR-WS.org), 2018.
Status: Published
J. Markussen, L. B. Kristiansen, H. K. Stensland, F. Seifert, C. Griwodz and P. Halvorsen

Flexible Device Sharing in PCIe Clusters using Device Lending

In International Conference on Parallel Processing Companion (ICPP'18 Comp). ACM, 2018.
Status: Published