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Most recent publications

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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H. Borgli, V. Thambawita, P. H. Smedsrud, S. Hicks, D. Jha, S. L. Eskeland, K. R. Randel, K. Pogorelov, M. Lux, D. T. D. Nguyen et al.

HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy

Scientific Data 7, no. 1 (2020): 1-14.
Journal Article
2020
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V. Thambawita, S. Hicks, H. Borgli, H. K. Stensland, D. Jha, M. K. Svensen, S. Pettersen, D. Johansen, H. D. Johansen, S. D. Pettersen et al.

PMData: a sports logging dataset

In Proceedings of the 11th ACM Multimedia Systems Conference. ACM, 2020.
Proceedings, refereed
2020
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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.
Proceedings, refereed
2019
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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
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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

12 October 2022

Jonas Markussen defended his thesis

Courses held

IN5050 – Programming Heterogeneous Multi-Core Architectures

IN1020 – Introduksjon til datateknologi

Students under supervision

Available Master's topics

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Export 14 results:
2020

Journal articles

H. Borgli, V. Thambawita, P. H. Smedsrud, S. Hicks, D. Jha, S. L. Eskeland, K. R. Randel, K. Pogorelov, M. Lux, D. T. D. Nguyen et al.

HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy

Scientific Data 7, no. 1 (2020): 1-14.
Status: Published

Proceedings, refereed

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.
Status: Published
V. Thambawita, S. Hicks, H. Borgli, H. K. Stensland, D. Jha, M. K. Svensen, S. Pettersen, D. Johansen, H. D. Johansen, S. D. Pettersen et al.

PMData: a sports logging dataset

In Proceedings of the 11th ACM Multimedia Systems Conference. ACM, 2020.
Status: Published
2019

Journal articles

M. Jeppsson, H. Espeland, T. Kupka, R. Langseth, A. Petlund, P. Qiaoqiao, C. Xue, D. Johansen, K. Pogorelov, H. K. Stensland et al.

Efficient Live and On-Demand Tiled HEVC 360 VR Video Streaming

International Journal of Semantic Computing 13, no. 3 (2019): 367-391.
Status: Published
J. Markussen, L. B. Kristiansen, R. Borgli, H. K. Stensland, F. Seifert, M. Riegler and C. Griwodz

Flexible device compositions and dynamic resource sharing in PCIe interconnected clusters using Device Lending

Cluster Computing 22, no. 86 (2019): 1-24.
Status: Published

Proceedings, refereed

S. Hicks, A. Petlund, T. de Lange, P. T. Schmidt, P. Halvorsen, M. Riegler, P. H. Smedsrud, T. B. Haugen, K. R. Randel, K. Pogorelov et al.

ACM Multimedia BioMedia 2019 Grand Challenge Overview

In The ACM International Conference on Multimedia (ACM MM). New York, New York, USA: ACM Press, 2019.
Status: Published
H. Borgli, H. K. Stensland, P. Halvorsen and M. Riegler

Saga: An Open Source Platform for Training Machine Learning Models and Community-driven Sharing of Techniques

In International Conference on Content-Based Multimedia Indexing (CBMI 2019). IEEE, 2019.
Status: Published
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