Frank Lindseth
Bakgrunn og aktiviteter
Emner
- TDT4265 - Datasyn og dyp læring
- TDT4195 - Grunnleggende visuell databehandling
- DT8123 - Avansert databehandling
Vitenskapelig, faglig og kunstnerisk arbeid
Et utvalg av nyere tidsskriftspublikasjoner, kunstneriske produksjoner, bok, inklusiv bokdeler og rapport-del. Se alle publikasjoner i databasen
Tidsskriftspublikasjoner
- (2022) Teacher-student approach for lung tumor segmentation from mixed-supervised datasets. PLOS ONE. vol. 17 (4).
- (2022) Size-invariant 3D generation from a single 2D rock image. Journal of Petroleum Science and Engineering.
- (2021) Automatic segmentation tool for 3D digital rocks by deep learning. Scientific Reports. vol. 11.
- (2021) Numerical evaluation on parametric choices influencing segmentation results in radiology images—a multi-dataset study. Electronics. vol. 10:431 (4).
- (2021) Effects of enhancement on deep learning based hepatic vessel segmentation. Electronics. vol. 10 (10).
- (2020) Autonomous driving in simulation using domain-independent perception. CEUR Workshop Proceedings. vol. 2688.
- (2020) Capsule nets for complex medical image segmentation tasks. CEUR Workshop Proceedings. vol. 2688.
- (2019) Color Calibration on Human Skin Images. Lecture Notes in Computer Science (LNCS). vol. 11754 LNCS.
- (2019) Multimodal 3D object detection from simulated pretraining. Communications in Computer and Information Science. vol. 1056 CCIS.
- (2019) Autonomous vehicle control: end-to-end learning in simulated urban environments. Communications in Computer and Information Science. vol. 1056 CCIS.
- (2019) Cross modality guided liver image enhancement of CT using MRI. European Workshop on Visual Information Processing. vol. 2019-October:8946196.
- (2019) 3D ultrasound-guided resection of low-grade gliomas: principles and clinical examples. Neurosurgical Focus. vol. 47:E9 (6).
- (2018) Automatic Intraoperative Correction of Brain Shift for Accurate Neuronavigation. World Neurosurgery. vol. 120.
- (2018) Laboratory test of Single Landmark registration method for ultrasound-based navigation in laparoscopy using an open-source platform. International Journal of Computer Assisted Radiology and Surgery. vol. 13 (12).
- (2017) MIIP: A web-based platform for medical image interpretation training and evaluation focusing on ultrasound. Progress in Biomedical Optics and Imaging. vol. 10138.
- (2017) Simulation and Visualization of the Positioning System of the Brain in Virtual Reality. Journal of Computers. vol. 12 (3).
- (2017) A new visualization method for navigated bronchoscopy. MITAT. Minimally invasive therapy & allied technologies. vol. 27 (2).
- (2017) Automatic Segmentation and Probe Guidance for Real-Time Assistance of Ultrasound-Guided Femoral Nerve Blocks. Ultrasound in Medicine and Biology. vol. 43 (1).
- (2016) Standardized Evaluation System for Left Ventricular Segmentation Algorithms in 3D Echocardiography. IEEE Transactions on Medical Imaging. vol. 35 (4).
- (2016) Real-Time Automatic Artery Segmentation, Reconstruction and Registration for Ultrasound-Guided Regional Anaesthesia of the Femoral Nerve. IEEE Transactions on Medical Imaging. vol. 35 (3).