Blar i Institutt for datateknologi, elektroteknologi og realfag på emneord "VDP::Matematikk og Naturvitenskap: 400::Informasjons- og kommunikasjonsvitenskap: 420::Simulering, visualisering, signalbehandling, bildeanalyse: 429"

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    • An overview of deep learning in medical imaging focusing on MRI 

      Lundervold, Alexander Selvikvåg; Lundervold, Arvid (Journal article; Peer reviewed, 2018)
      What has happened in machine learning lately, and what does it mean for the future of medical image analysis? Machine learning has witnessed a tremendous amount of attention over the last few years. The current boom started ...

    • Detection of linear features including bone and skin areas in ultrasound images of joints. 

      Bak, Artur; Segen, Jakub; Wereszczynski, Kamil; Pawel, Mielnik; Fojcik, Marcin; Kulbacki, Marek (Journal article; Peer reviewed, 2018)
      Identifying the separate parts in ultrasound images such as bone and skin plays a crucial role in the synovitis detection task. This paper presents a detector of bone and skin regions in the form of a classifier which is ...

    • Fingerprint identification – a support vector machine approach 

      Kristensen, Terje (Chapter, 2010)
      In this work a hybrid technique for classification of fingerprint identification has been developed to decrease the matching time. For classification a Support Vector Machine is described and used. Automatic Fingerprint ...

    • Pulmonary Nodule Classification in Lung Cancer from 3D Thoracic CT Scans Using fastai and MONAI 

      Kaliyugarasan, Sathiesh Kumar; Lundervold, Arvid; Lundervold, Alexander Selvikvåg (Peer reviewed; Journal article, 2021)
      We construct a convolutional neural network to classify pulmonary nodules as malignant or benign in the context of lung cancer. To construct and train our model, we use our novel extension of the fastai deep learning ...

    • Simulations of Busy Probabilities in the ALPIDE Chip and the Upgraded ALICE ITS Detector 

      Nesbø, Simon Voigt; Alme, Johan; Bonara, Matthias; Giubilato, Piero; Helstrup, Håvard; Hristozkov, Swetlomir; Aglieri Rinella, Gianluca; Røhrich, Dieter; Schambach, Joachim; Shahoyan, Ruben; Ullaland, Kjetil (Journal article; Peer reviewed, 2018)
      For the Long Shutdown 2 (LS2) upgrade of the ITS detector in the ALICE experiment at the LHC, a novel pixel detector chip, the ALPIDE chip, has been developed. In the event of busy ALPIDE chips in the ITS detector, the ...

    • Sparse-Data Based 3D Surface Reconstruction for Cartoon and Map 

      Wu, Bin; Rahman, Talal; Tai, Xue-Cheng (Chapter; Peer reviewed, 2018)
      A model combining the first-order and the second-order variational regularizations for the purpose of 3D surface reconstruction based on 2D sparse data is proposed. The model includes a hybrid fidelity constraint which ...