Håkon Kvale Stensland

University of Oslo — Norway

Computer Science · Physical Sciences

14h-index1.2kcitations71works1.32yr avg
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Research Topics

Video Analysis and Summarization(16), Parallel Computing and Optimization Techniques(10), Video Coding and Compression Technologies(10), Image and Video Quality Assessment(10), Advanced Vision and Imaging(9)

Publications71 total

Automatic Prompt Generation for Zero-Shot Single Object Frame Segmentation in Videos Using Classification Models: A Polyp Case Study
2025
Automatic Prompt Generation Using Class Activation Maps for Foundational Models: A Polyp Segmentation Case Study
Machine Learning and Knowledge Extraction·2025· 1 citedOpen Access
Better Image Segmentation with Classification: Guiding Zero-Shot Models Using Class Activation Maps
Lecture notes in computer science·2024· 3 cited
Multi-Host Sharing of a Single-Function NVMe Device in a PCIe Cluster
2024· 1 cited
Nationwide rollout reveals efficacy of epidemic control through digital contact tracing
Nature Communications·2021· 45 citedOpen Access
Using 3D Convolutional Neural Networks for Real-time Detection of Soccer Events
International Journal of Semantic Computing·2021· 12 citedOpen Access
Nationwide rollout reveals efficacy of epidemic control through digital contact tracing
2021· 7 citedOpen Access
Real-Time Detection of Events in Soccer Videos using 3D Convolutional Neural Networks
2020· 27 citedOpen Access
HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy
Scientific Data·2020· 467 citedOpen Access
SmartIO
ACM Transactions on Computer Systems·2020· 12 citedOpen Access
PMData
2020· 47 citedOpen Access
PMData: A sports logging dataset
2020· 12 citedOpen Access
ACM Multimedia BioMedia 2019 Grand Challenge Overview
2019· 14 cited
Flexible device compositions and dynamic resource sharing in PCIe interconnected clusters using Device Lending
Cluster Computing·2019· 9 citedOpen Access
Saga: An Open Source Platform for Training Machine Learning Models and Community-driven Sharing of Techniques
2019
Semantic Analysis of Soccer News for Automatic Game Event Classification
2019Open Access
Efficient Live and On-Demand Tiled HEVC 360 VR Video Streaming
International Journal of Semantic Computing·2019· 15 citedOpen Access
Summarizing E-sports matches and tournaments
2019· 6 cited
Performance of Data Enhancements and Training Optimization for Neural Network: A Polyp Detection Case Study
2019· 7 citedOpen Access
Automatic Hyperparameter Optimization for Transfer Learning on Medical Image Datasets Using Bayesian Optimization
2019· 36 cited
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Frequent Co-authors

Pål Halvorsen(48), Carsten Griwodz(34), Dag Johansen(19), Michael A. Riegler(15), Vamsidhar Reddy Gaddam(11), Håvard Espeland(11), Ragnar Langseth(9), Konstantin Pogorelov(8), Jonas Markussen(7), Steven A. Hicks(6), Thomas de Lange(6), Mathias Lux(5), Asgeir Mortensen(5), Hanna Borgli(4), Sigrun Losada Eskeland(4), Håvard D. Johansen(4), Vajira Thambawita(4), Tomáš Kupka(4), Duc‐Tien Dang‐Nguyen(4), Andreas Petlund(4)