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

Hanna Borgli, Vajira Thambawita, Pia H. Smedsrud, +16

Scientific Data

Soccer video and player position dataset

Svein Arne Pettersen, Dag Johansen, Håvard D. Johansen, +7

Body-sensor TracesEngineeringVideo RetrievalKinesiologyImage Analysis +16

Bagadus: an integrated system for arena sports analytics

Pål Halvorsen, Simen Sægrov, Asgeir Mortensen, +8

Sport EngineeringEngineeringVideo ProcessingVideo SummarizationVideo Retrieval +17

PMData

Vajira Thambawita, Steven A. Hicks, Hanna Borgli, +23

Mobile SensingPhysical ActivityMachine-learning ApplicationsPmdata Combines InputData Science +13

Nationwide rollout reveals efficacy of epidemic control through digital contact tracing

Ahmed Elmokashfi, Joakim Sundnes, Amund Kvalbein, +5

Nature Communications

Bagadus

Håkon Kvale Stensland, Vamsidhar Reddy Gaddam, Marius Tennøe, +11

ACM Transactions on Multimedia Computing Communications and Applications

Machine VisionImage AnalysisData ScienceStitched Panorama VideoEngineering +12

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

Rune Johan Borgli, Håkon Kvale Stensland, Michael A. Riegler, +1

Convolutional Neural NetworkAnomaly DetectionMachine LearningEngineeringModel Tuning +20

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

Olav A. Norgard Rongved, Steven A. Hicks, Vajira Thambawita, +5

Soccer VideosImage AnalysisMachine VisionMachine LearningEngineering +12

Improved Multi-Rate Video Encoding

Dag Haavi Finstad, Håkon Kvale Stensland, Håvard Espeland, +1

Image AnalysisEngineeringAdaptive Bitrate StreamingMultimedia Signal ProcessingEdge Computing +13

Efficient Implementation and Processing of a Real-Time Panorama Video Pipeline

Marius Tennøe, Espen Helgedagsrud, Henrik Kjus Alstad, +5

Event CameraHigh ResolutionEngineeringVideo ProcessingImage Analysis +15