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Håkon Kvale Stensland

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affiliation: University of Oslo, Norway

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Books and Theses

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2016
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Håkon Kvale Stensland:
Processing Multimedia Workloads on Heterogeneous Multicore Architectures. University of Oslo, Norway, 2016

Journal Articles

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2025
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Hanna Borgli, Håkon Kvale Stensland, Pål Halvorsen:
Automatic Prompt Generation Using Class Activation Maps for Foundational Models: A Polyp Segmentation Case Study. Mach. Learn. Knowl. Extr. 7(1): 22 (2025)
2021
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Olav A. Norgård Rongved, Steven Alexander Hicks, Vajira Thambawita, Håkon Kvale Stensland, Evi Zouganeli, Dag Johansen, Cise Midoglu, Michael A. Riegler, Pål Halvorsen:
Using 3D Convolutional Neural Networks for Real-time Detection of Soccer Events. Int. J. Semantic Comput. 15(2): 161-187 (2021)
2020
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Jonas Markussen, Lars Bjørlykke Kristiansen, Rune Johan Borgli, Håkon Kvale Stensland, Friedrich Seifert, Michael Riegler, Carsten Griwodz, Pål Halvorsen:
Flexible device compositions and dynamic resource sharing in PCIe interconnected clusters using Device Lending. Clust. Comput. 23(2): 1211-1234 (2020)
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Jonas Markussen, Lars Bjørlykke Kristiansen, Pål Halvorsen, Halvor Kielland-Gyrud, Håkon Kvale Stensland, Carsten Griwodz:
SmartIO: Zero-overhead Device Sharing through PCIe Networking. ACM Trans. Comput. Syst. 38(1-2): 2:1-2:78 (2020)
2019
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Mattis Jeppsson, Håvard Nygaard Espeland, Tomas Kupka, Ragnar Langseth, Andreas Petlund, Peng Qiaoqiao, Chuansong Xue, Dag Johansen, Konstantin Pogorelov, Håkon Kvale Stensland, Carsten Griwodz, Michael Riegler, Pål Halvorsen:
Efficient Live and On-Demand Tiled HEVC 360 VR Video Streaming. Int. J. Semantic Comput. 13(3): 367-391 (2019)
2015
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Ragnar Langseth, Vamsidhar Reddy Gaddam, Håkon Kvale Stensland, Carsten Griwodz, Pål Halvorsen, Dag Johansen:
An Experimental Evaluation of Debayering Algorithms on GPUs for Recording Panoramic Video in Real-Time. Int. J. Multim. Data Eng. Manag. 6(3): 1-16 (2015)
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Håkon Kvale Stensland, Martin Alexander Wilhelmsen, Vamsidhar Reddy Gaddam, Asgeir Mortensen, Ragnar Langseth, Carsten Griwodz, Pål Halvorsen:
Using a Commodity Hardware Video Encoder for Interactive Applications. Int. J. Multim. Data Eng. Manag. 6(3): 17-31 (2015)
2014
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Håkon Kvale Stensland, Vamsidhar Reddy Gaddam, Marius Tennøe, Espen Helgedagsrud, Mikkel Næss, Henrik Kjus Alstad, Carsten Griwodz, Pål Halvorsen, Dag Johansen:
Processing Panorama Video in Real-time. Int. J. Semantic Comput. 8(2): 209-228 (2014)
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Håkon Kvale Stensland, Vamsidhar Reddy Gaddam, Marius Tennøe, Espen Helgedagsrud, Mikkel Næss, Henrik Kjus Alstad, Asgeir Mortensen, Ragnar Langseth, Sigurd Ljødal, Øystein Landsverk, Carsten Griwodz, Pål Halvorsen, Magnus Stenhaug, Dag Johansen:
Bagadus: An integrated real-time system for soccer analytics. ACM Trans. Multim. Comput. Commun. Appl. 10(1s): 14:1-14:21 (2014)
2012
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Håvard Espeland, Håkon Kvale Stensland, Dag Haavi Finstad, Pål Halvorsen:
Reducing Processing Demands for Multi-Rate Video Encoding: Implementation and Evaluation. Int. J. Multim. Data Eng. Manag. 3(2): 1-19 (2012)

Conference and Workshop Papers

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2025
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Hanna Borgli, Michael A. Riegler, Håkon Kvale Stensland, Pål Halvorsen:
Automatic Prompt Generation for Zero-Shot Single Object Frame Segmentation in Videos Using Classification Models: A Polyp Case Study. CBMS 2025: 41-48
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Hanna Borgli, Håkon Kvale Stensland, Pål Halvorsen:
Better Image Segmentation with Classification: Guiding Zero-Shot Models Using Class Activation Maps. MMM (5) 2025: 105-111
2024
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Jonas Markussen, Lars Bjørlykke Kristiansen, Håkon Kvale Stensland, Pål Halvorsen:
Multi-Host Sharing of a Single-Function NVMe Device in a PCIe Cluster. SC Workshops 2024: 1638-1645
2020
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Olav A. Norgård Rongved, Steven Alexander Hicks, Vajira Thambawita, Håkon Kvale Stensland, Evi Zouganeli, Dag Johansen, Michael A. Riegler, Pål Halvorsen:
Real-Time Detection of Events in Soccer Videos using 3D Convolutional Neural Networks. ISM 2020: 135-144
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Vajira Thambawita, Steven Alexander Hicks, Hanna Borgli, Håkon Kvale Stensland, Debesh Jha, Martin Kristoffer Svensen, Svein Arne Pettersen, Dag Johansen, Håvard Dagenborg Johansen, Susann Dahl Pettersen, Simon Nordvang, Sigurd Pedersen, Anders T. Gjerdrum, Tor-Morten Grønli, Per Morten Fredriksen, Ragnhild Eg, Kjeld Hansen, Siri Fagernes, Christine Claudi, Andreas Biørn-Hansen, Duc-Tien Dang-Nguyen, Tomas Kupka, Hugo Lewi Hammer, Ramesh C. Jain, Michael Alexander Riegler, Pål Halvorsen:
PMData: a sports logging dataset. MMSys 2020: 231-236
2019
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Rune Johan Borgli, Håkon Kvale Stensland, Pål Halvorsen, Michael Alexander Riegler:
Saga: An Open Source Platform for Training Machine Learning Models and Community-driven Sharing of Techniques. CBMI 2019: 1-4
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Aanund Jupskås Nordskog, Pål Halvorsen, Steven Alexander Hicks, Håkon Kvale Stensland, Hugo Lewi Hammer, Dag Johansen, Michael A. Riegler:
Semantic Analysis of Soccer News for Automatic Game Event Classification. CBMI 2019: 1-6
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Fredrik Lund Henriksen, Rune Jensen, Håkon Kvale Stensland, Dag Johansen, Michael Alexander Riegler, Pål Halvorsen:
Performance of Data Enhancements and Training Optimization for Neural Network: A Polyp Detection Case Study. CBMS 2019: 287-293
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Rune Johan Borgli, Håkon Kvale Stensland, Michael Alexander Riegler, Pål Halvorsen:
Automatic Hyperparameter Optimization for Transfer Learning on Medical Image Datasets Using Bayesian Optimization. ISMICT 2019: 1-6
[c43]
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Jon-Magnus Rosenblad, Steven Alexander Hicks, Håkon Kvale Stensland, Trine B. Haugen, Pål Halvorsen, Michael Riegler:
Using 2D and 3D Convolutional Neural Networks to Predict Semen Quality. MediaEval 2019
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Steven Alexander Hicks, Michael Riegler, Pia H. Smedsrud, Trine B. Haugen, Kristin Ranheim Randel, Konstantin Pogorelov, Håkon Kvale Stensland, Duc-Tien Dang-Nguyen, Mathias Lux, Andreas Petlund, Thomas de Lange, Peter Thelin Schmidt, Pål Halvorsen:
ACM Multimedia BioMedia 2019 Grand Challenge Overview. ACM Multimedia 2019: 2563-2567
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Mathias Lux, Pål Halvorsen, Duc-Tien Dang-Nguyen, Håkon Kvale Stensland, Manoj Kesavulu, Martin Potthast, Michael Riegler:
Summarizing E-sports matches and tournaments: the example of counter-strike: global offensive. MMVE@MMSys 2019: 13-18
2018
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Francisco Javier Velázquez-García, Pål Halvorsen, Håkon Kvale Stensland, Frank Eliassen:
Autonomic Adaptation of Multimedia Content Adhering to Application Mobility. DAIS 2018: 153-168
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Francisco Javier Velázquez-García, Pål Halvorsen, Håkon Kvale Stensland, Frank Eliassen:
Dynamic Adaptation of Multimedia Presentations for Videoconferencing in Application Mobility. ICME 2018: 1-6
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Jonas Markussen, Lars Bjørlykke Kristiansen, Håkon Kvale Stensland, Friedrich Seifert, Carsten Griwodz, Pål Halvorsen:
Flexible Device Sharing in PCIe Clusters using Device Lending. ICPP Workshops 2018: 48:1-48:10
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Tor Jan Derek Berstad, Michael Riegler, Håvard Espeland, Thomas de Lange, Pia Helen Smedsrud, Konstantin Pogorelov, Håkon Kvale Stensland, Pål Halvorsen:
Tradeoffs Using Binary and Multiclass Neural Network Classification for Medical Multidisease Detection. ISM 2018: 1-8
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Rune Johan Borgli, Pål Halvorsen, Michael Riegler, Håkon Kvale Stensland:
Automatic Hyperparameter Optimization in Keras for the MediaEval 2018 Medico Multimedia Task. MediaEval 2018
2017
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Konstantin Pogorelov, Sigrun Losada Eskeland, Thomas de Lange, Carsten Griwodz, Kristin Ranheim Randel, Håkon Kvale Stensland, Duc-Tien Dang-Nguyen, Concetto Spampinato, Dag Johansen, Michael Riegler, Pål Halvorsen:
A Holistic Multimedia System for Gastrointestinal Tract Disease Detection. MMSys 2017: 112-123
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Kristoffer Robin Stokke, Håkon Kvale Stensland, Carsten Griwodz, Pål Halvorsen:
Load Balancing of Multimedia Workloads for Energy Efficiency on the Tegra K1 Multicore Architecture. MMSys 2017: 124-135
2016
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Kristoffer Robin Stokke, Håkon Kvale Stensland, Pål Halvorsen, Carsten Griwodz:
High-Precision Power Modelling of the Tegra K1 Variable SMP Processor Architecture. MCSoC 2016: 193-200
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Kristoffer Robin Stokke, Håkon Kvale Stensland, Carsten Griwodz, Pål Halvorsen:
A high-precision, hybrid GPU, CPU and RAM power model for generic multimedia workloads. MMSys 2016: 14:1-14:12
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Michael Riegler, Konstantin Pogorelov, Jonas Markussen, Mathias Lux, Håkon Kvale Stensland, Thomas de Lange, Carsten Griwodz, Pål Halvorsen, Dag Johansen, Peter Thelin Schmidt, Sigrun Losada Eskeland:
Computer aided disease detection system for gastrointestinal examinations. MMSys 2016: 29:1-29:4
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Konstantin Pogorelov, Michael Riegler, Jonas Markussen, Håkon Kvale Stensland, Pål Halvorsen, Carsten Griwodz, Sigrun Losada Eskeland, Thomas de Lange:
Efficient processing of videos in a multi-auditory environment using device lending of GPUs. MMSys 2016: 36:1-36:4
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Michael Riegler, Martha A. Larson, Concetto Spampinato, Pål Halvorsen, Mathias Lux, Jonas Markussen, Konstantin Pogorelov, Carsten Griwodz, Håkon Kvale Stensland:
Right inflight?: a dataset for exploring the automatic prediction of movies suitable for a watching situation. MMSys 2016: 45:1-45:6
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Lars Bjørlykke Kristiansen, Jonas Markussen, Håkon Kvale Stensland, Michael Riegler, Hugo Kohmann, Friedrich Seifert, Roy Nordstrøm, Carsten Griwodz, Pål Halvorsen:
Device lending in PCI express networks. NOSSDAV 2016: 10:1-10:6
2015
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Kristoffer Robin Stokke, Håkon Kvale Stensland, Pål Halvorsen, Carsten Griwodz:
Why Race-to-Finish is Energy-Inefficient for Continuous Multimedia Workloads. MCSoC 2015: 57-64
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Kristoffer Robin Stokke, Håkon Kvale Stensland, Carsten Griwodz, Pål Halvorsen:
Energy efficient continuous multimedia processing using the Tegra K1 mobile SoC. MoVid@MMSys 2015: 15-16
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Kristoffer Robin Stokke, Håkon Kvale Stensland, Carsten Griwodz, Pål Halvorsen:
Energy efficient video encoding using the tegra K1 mobile processor. MMSys 2015: 81-84
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Vamsidhar Reddy Gaddam, Ragnar Langseth, Håkon Kvale Stensland, Carsten Griwodz, Pål Halvorsen, Dag Johansen:
Scaling virtual camera services to a large number of users. MMSys 2015: 93-96
2014
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Ragnar Langseth, Vamsidhar Reddy Gaddam, Håkon Kvale Stensland, Carsten Griwodz, Pål Halvorsen:
An Evaluation of Debayering Algorithms on GPU for Real-Time Panoramic Video Recording. ISM 2014: 110-115
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Martin Alexander Wilhelmsen, Håkon Kvale Stensland, Vamsidhar Reddy Gaddam, Asgeir Mortensen, Ragnar Langseth, Carsten Griwodz, Pål Halvorsen:
Using a Commodity Hardware Video Encoder for Interactive Video Streaming. ISM 2014: 251-254
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Vamsidhar Reddy Gaddam, Ragnar Langseth, Håkon Kvale Stensland, Carsten Griwodz, Pål Halvorsen, Øystein Landsverk:
Automatic Real-Time Zooming and Panning on Salient Objects from a Panoramic Video. ACM Multimedia 2014: 725-726
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Lorenz Kellerer, Vamsidhar Reddy Gaddam, Ragnar Langseth, Håkon Kvale Stensland, Carsten Griwodz, Dag Johansen, Pål Halvorsen:
Real-Time HDR Panorama Video. ACM Multimedia 2014: 1205-1208
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Svein Arne Pettersen, Dag Johansen, Håvard D. Johansen, Vegard Berg-Johansen, Vamsidhar Reddy Gaddam, Asgeir Mortensen, Ragnar Langseth, Carsten Griwodz, Håkon Kvale Stensland, Pål Halvorsen:
Soccer video and player position dataset. MMSys 2014: 18-23
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Vamsidhar Reddy Gaddam, Ragnar Langseth, Håkon Kvale Stensland, Pierre Gurdjos, Vincent Charvillat, Carsten Griwodz, Dag Johansen, Pål Halvorsen:
Be your own cameraman: real-time support for zooming and panning into stored and live panoramic video. MMSys 2014: 168-171
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Asgeir Mortensen, Vamsidhar Reddy Gaddam, Håkon Kvale Stensland, Carsten Griwodz, Dag Johansen, Pål Halvorsen:
Automatic event extraction and video summaries from soccer games. MMSys 2014: 176-179
2013
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Marius Tennøe, Espen Helgedagsrud, Mikkel Næss, Henrik Kjus Alstad, Håkon Kvale Stensland, Vamsidhar Reddy Gaddam, Dag Johansen, Carsten Griwodz, Pål Halvorsen:
Efficient Implementation and Processing of a Real-Time Panorama Video Pipeline. ISM 2013: 76-83
[c15]
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Kjetil Raaen, Andreas Petlund, Håkon Kvale Stensland:
Demonstrating Hundreds of AIs in One Scene. ICEC 2013: 195-199
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Pål Halvorsen, Simen Saegrov, Asgeir Mortensen, David K. C. Kristensen, Alexander Eichhorn, Magnus Stenhaug, Stian Dahl, Håkon Kvale Stensland, Vamsidhar Reddy Gaddam, Carsten Griwodz, Dag Johansen:
Bagadus: an integrated system for arena sports analytics: a soccer case study. MMSys 2013: 48-59
2012
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Simen Saegrov, Alexander Eichhorn, Jorgen Emerslund, Håkon Kvale Stensland, Carsten Griwodz, Dag Johansen, Pål Halvorsen:
Demo: Bagadus an integrated system for soccer analysis. ICDSC 2012: 1-2
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Kjetil Raaen, Håvard Espeland, Håkon Kvale Stensland, Andreas Petlund, Pål Halvorsen, Carsten Griwodz:
LEARS: A Lockless, Relaxed-Atomicity State Model for Parallel Execution of a Game Server Partition. ICPP Workshops 2012: 382-389
2011
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Håvard Espeland, Paul B. Beskow, Håkon Kvale Stensland, Preben N. Olsen, Ståle Kristoffersen, Carsten Griwodz, Pål Halvorsen:
P2G: A Framework for Distributed Real-Time Processing of Multimedia Data. ICPP Workshops 2011: 416-426
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Dag Haavi Finstad, Håkon Kvale Stensland, Håvard Espeland, Pål Halvorsen:
Improved Multi-Rate Video Encoding. ISM 2011: 293-300
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Paul B. Beskow, Håkon Kvale Stensland, Håvard Espeland, Espen A. Kristiansen, Preben N. Olsen, Ståle Kristoffersen, Carsten Griwodz, Pål Halvorsen:
Processing of multimedia data using the P2G framework. ACM Multimedia 2011: 819-820
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Kjetil Raaen, Håvard Espeland, Håkon Kvale Stensland, Andreas Petlund, Pål Halvorsen, Carsten Griwodz:
A demonstration of a lockless, relaxed atomicity state parallel game server (LEARS). NETGAMES 2011: 1-3
2010
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Håkon Kvale Stensland, Martin Øinas Myrseth, Carsten Griwodz, Pål Halvorsen:
Cheat detection processing: A GPU versus CPU comparison. NETGAMES 2010: 1-6
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Håkon Kvale Stensland, Håvard Espeland, Carsten Griwodz, Pål Halvorsen:
Tips, tricks and troubles: optimizing for cell and GPU. NOSSDAV 2010: 75-80
2009
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Carl Henrik Lunde, Håvard Espeland, Håkon Kvale Stensland, Pål Halvorsen:
Improving file tree traversal performance by scheduling I/O operations in user space. IPCCC 2009: 145-152
2008
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Håkon Kvale Stensland, Olav Lysne, Roy Nordstrøm, Hugo Kohmann:
Making an SCI fabric dynamically fault tolerant. IPDPS 2008: 1-8
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Håkon Kvale Stensland, Carsten Griwodz, Pål Halvorsen:
Evaluation of multi-core scheduling mechanisms for heterogeneous processing architectures. NOSSDAV 2008: 33-38
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Håvard Espeland, Carl Henrik Lunde, Håkon Kvale Stensland, Carsten Griwodz, Pål Halvorsen:
Transparent protocol translation and load balancing on a network processor in a media streaming scenario. NOSSDAV 2008: 129-130
2007
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Håvard Espeland, Carl Henrik Lunde, Håkon Kvale Stensland, Carsten Griwodz, Pål Halvorsen:
Transparent protocol translation for streaming. ACM Multimedia 2007: 771-774

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2018
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Vamsidhar Reddy Gaddam, Ragnar Langseth, Håkon Kvale Stensland, Carsten Griwodz, Michael Riegler, Tomas Kupka, Håvard Espeland, Dag Johansen, Håvard D. Johansen, Pål Halvorsen:
Camera Synchronization for Panoramic Videos. MediaSync, Handbook on Multimedia Synchronization 2018: 565-592

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