Institutt for datateknologi og informatikk
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Validation of Safety Metrics for Object Detectors in Autonomous Driving
(Chapter, 2024)Object detection consists in perceiving and locating instances of objects in multi-dimensional data, such as images or lidar scans. While object detection is a fundamental step in autonomous vehicles applications, it is ... -
SoliTester: Detecting exploitable external-risky vulnerability in smart contracts using contract account triggering method
(Peer reviewed; Journal article, 2023) -
Three dimensional surface preserving smoothing
(Chapter, 2022)We propose a new anisotropic diffusion process for removing noise from MRI images without distorting the edges. The method is based on a simple principle: any diffusion that increases a gradient at neighbouring pixels ... -
Shannon-Kotel’nikov Mappings for Analog Point-to-Point Communications
(Peer reviewed; Journal article, 2023) -
Public Blockchain-Based Data Integrity Verification for Low-Power IoT Devices
(Peer reviewed; Journal article, 2023)The integration of sensor nodes with public blockchains is possible with the help of low-power communication networks that use Bluetooth low energy and long range. However, power-consuming Wi-Fi is still the main means of ... -
AbdomenCT-1K: Is Abdominal Organ Segmentation a Solved Problem?
(Peer reviewed; Journal article, 2022) -
The potential of wearable technology to support stroke survivors’ motivation for home exercise–Focus group discussions with stroke survivors and physiotherapists
(Peer reviewed; Journal article, 2023)Introduction Wearable technology may provide the possibility to monitor and quantify home exercises, to increase motivation for training and to facilitate cooperation between stroke survivors and physiotherapists. However, ... -
Unsupervised learning of depth estimation from imperfect rectified stereo laparoscopic images
(Peer reviewed; Journal article, 2022)Background Learning-based methods have achieved remarkable performances on depth estimation. However, the premise of most self-learning and unsupervised learning methods is built on rigorous, geometrically-aligned stereo ... -
3D Object Quality Metrics and their Differences: How Can We Evaluate Quality of Digitization?
(Peer reviewed; Journal article, 2024)Selecting the optimal resolution and post-processing techniques of 3D objects for cultural heritage documentation is one of the most distinguishable challenges within 3D imaging. Many techniques exist to document a tangible ... -
Semi-supervised label propagation for multi-source remote sensing image change detection
(Peer reviewed; Journal article, 2023) -
Generative artificial intelligence vs humans in the process of creating corporate identity elemetns
(Peer reviewed; Journal article, 2023)The emergence of new tools, the appearance of new technologies and improvements to existing ones have resulted in expansion of generative artificial intelligence. The technologies of generative artificial intelligence have ... -
What Are We Looking At? An Investigation on the Use of Deep Learning Models for Image Quality Assessment
(Peer reviewed; Journal article, 2023) -
Continuous-Time Prediction of Industrial Paste Thickener System With Differential ODE-Net
(Peer reviewed; Journal article, 2022) -
Addressing Uncertainty in AI Tool Development in Healthcare Through End-User Involvement
(Peer reviewed; Journal article, 2023) -
From Static to Dynamic Concept Detection in Sequential Decision-Making: Improving Reward Functions Using Explainable AI
(Master thesis, 2024)Dype nevrale nettverk trent ved hjelp av "deep reinforcement learning" (DRL) ved å spille mot seg selv i brettspill uten menneskelig innspill, har demonstrert overmenneskelig ytelse. Gitt dette er det stadig viktigere og ... -
Factors influencing the use of an artificial intelligence-based app (selfBACK) for tailored self-management support among adults with neck and/or low back pain
(Journal article; Peer reviewed, 2024)Purpose: Tailored self-management support is recommended as first-line treatment for neck and low back pain, for which mHealth applications could be promising. However, there is limited knowledge about factors influencing ... -
Hyperspectral Vnir - Swir Image Registration: Do Not Throw Away Those Overlapping Low Snr Bands
(Journal article; Peer reviewed, 2022)We study the influence from a series of factors on the quality of the registration of VNIR and SWIR hyperspectral images. We specifically consider the registration of VNIR and SWIR images of different spatial resolutions ... -
Evaluating Entropy of Geometric Accuracy in 3D Objects During Mesh Simplification
(Peer reviewed; Journal article, 2024)Size reduction of a point cloud or triangulated mesh is an intrinsic part of a three-dimensional (3D) documentation process, reducing the data volume and filtering out erroneous and redundant data obtained during acquisition. ... -
EdgeCompress: Coupling Multidimensional Model Compression and Dynamic Inference for EdgeAI
(Peer reviewed; Journal article, 2023) -
MARF: The Medial Atom Ray Field object representation
(Peer reviewed; Journal article, 2023)
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