Franjo Pernus

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 29

Top Venues

Medical Imaging: Image Processing

IEEE Trans. Medical Imaging

ISBI

CSI@MICCAI

Publications

Lara Dular, Franjo Pernus, Ziga Spiclin
Extensive T1-weighted MRI preprocessing improves generalizability of deep brain age prediction models. Comput. Biol. Medicine 173 (2024)
Ziga Bizjak, Bostjan Likar, Franjo Pernus, Ziga Spiclin
Modality agnostic intracranial aneurysm detection through supervised vascular surface classification. Medical Imaging: Computer-Aided Diagnosis (2021)
Hennadii Madan, Rok Berlot, Nicola J. Ray, Franjo Pernus, Ziga Spiclin
Practical Priors for Bayesian Inference of Latent Biomarkers. IEEE J. Biomed. Health Informatics 24 (2) (2020)
Ziga Bizjak, Bostjan Likar, Franjo Pernus, Ziga Spiclin
Vascular Surface Segmentation for Intracranial Aneurysm Isolation and Quantification. MICCAI (6) (2020)
Tim Jerman, Aichi Chien, Franjo Pernus, Bostjan Likar, Ziga Spiclin
Automated Cutting Plane Positioning for Intracranial Aneurysm Quantification. IEEE Trans. Biomed. Eng. 67 (2) (2020)
Ziga Bizjak, Tim Jerman, Bostjan Likar, Franjo Pernus, Aichi Chien, Ziga Spiclin
Registration based detection and quantification of intracranial aneurysm growth. Medical Imaging: Computer-Aided Diagnosis (2019)
Uros Mitrovic, Bostjan Likar, Franjo Pernus, Ziga Spiclin
3D-2D registration in endovascular image-guided surgery: evaluation of state-of-the-art methods on cerebral angiograms. Int. J. Comput. Assist. Radiol. Surg. 13 (2) (2018)
Ziga Lesjak, Alfiia Galimzianova, Ales Koren, Matej Lukin, Franjo Pernus, Bostjan Likar, Ziga Spiclin
A Novel Public MR Image Dataset of Multiple Sclerosis Patients With Lesion Segmentations Based on Multi-rater Consensus. Neuroinformatics 16 (1) (2018)
Hennadii Madan, Rok Berlot, Nicola J. Ray, Franjo Pernus, Ziga Spiclin
Predicting Nucleus Basalis of Meynert Volume from Compartmental Brain Segmentations. PRIME@MICCAI (2018)
Domen Ravnik, Tim Jerman, Franjo Pernus, Bostjan Likar, Ziga Spiclin
Dataset variability leverages white-matter lesion segmentation performance with convolutional neural network. Medical Imaging: Image Processing (2018)
Hennadii Madan, Franjo Pernus, Ziga Spiclin
Benchmarking Quantitative Imaging Biomarker Measurement Methods Without a Gold Standard. MICCAI (2) (2017)
Hennadii Madan, Franjo Pernus, Bostjan Likar, Ziga Spiclin
A framework for automatic creation of gold-standard rigid 3D-2D registration datasets. Int. J. Comput. Assist. Radiol. Surg. 12 (2) (2017)
Robert Korez, Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Intervertebral disc segmentation in MR images with 3D convolutional networks. Medical Imaging: Image Processing (2017)
Jurij Jemec, Franjo Pernus, Bostjan Likar, Miran Bürmen
2D Sub-pixel Point Spread Function Measurement Using a Virtual Point-Like Source. Int. J. Comput. Vis. 121 (3) (2017)
Robert Korez, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Segmentation of Pathological Spines in CT Images Using a Two-Way CNN and a Collision-Based Model. MSKI@MICCAI (2017)
Bulat Ibragimov, Robert Korez, Bostjan Likar, Franjo Pernus, Lei Xing, Tomaz Vrtovec
Segmentation of Pathological Structures by Landmark-Assisted Deformable Models. IEEE Trans. Medical Imaging 36 (7) (2017)
Tim Jerman, Franjo Pernus, Bostjan Likar, Ziga Spiclin
Aneurysm detection in 3D cerebral angiograms based on intra-vascular distance mapping and convolutional neural networks. ISBI (2017)
Tim Jerman, Franjo Pernus, Bostjan Likar, Ziga Spiclin, Aichi Chien
Automatic cutting plane identification for computer-aided analysis of intracranial aneurysms. ICPR (2016)
Ziga Lesjak, Franjo Pernus, Bostjan Likar, Ziga Spiclin
Validation of White-Matter Lesion Change Detection Methods on a Novel Publicly Available MRI Image Database. Neuroinformatics 14 (4) (2016)
Tim Jerman, Franjo Pernus, Bostjan Likar, Ziga Spiclin
Enhancement of Vascular Structures in 3D and 2D Angiographic Images. IEEE Trans. Medical Imaging 35 (9) (2016)
Robert Korez, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Model-Based Segmentation of Vertebral Bodies from MR Images with 3D CNNs. MICCAI (2) (2016)
Tim Jerman, Franjo Pernus, Bostjan Likar, Ziga Spiclin
Blob Enhancement and Visualization for Improved Intracranial Aneurysm Detection. IEEE Trans. Vis. Comput. Graph. 22 (6) (2016)
Dejan Knez, Janez Mohar, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Quantitative comparison between the straight-forward and anatomical insertion technique for pedicle screw placement. Medical Imaging: Image Processing (2016)
Robert Korez, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Joint detection and segmentation of vertebral bodies in CT images by sparse representation error minimization. Medical Imaging: Image Processing (2016)
Dejan Knez, Janez Mohar, Robert J. Cirman, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Manual and Computer-Assisted Pedicle Screw Placement Plans: A Quantitative Comparison. CSI@MICCAI (2016)
Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Accurate landmark-based segmentation by incorporating landmark misdetections. ISBI (2016)
Dejan Knez, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Automated determination of pedicle morphometry in the thoracic spine. ISBI (2016)
Alfiia Galimzianova, Franjo Pernus, Bostjan Likar, Ziga Spiclin
Stratified mixture modeling for segmentation of white-matter lesions in brain MR images. NeuroImage 124 (2016)
Dejan Knez, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Computer-Assisted Screw Size and Insertion Trajectory Planning for Pedicle Screw Placement Surgery. IEEE Trans. Medical Imaging 35 (6) (2016)
Tim Jerman, Franjo Pernus, Bostjan Likar, Ziga Spiclin
Computer-Aided Detection and Quantification of Intracranial Aneurysms. MICCAI (2) (2015)
Mehmet Yigitsoy, Vasileios Belagiannis, Aleksander Djurka, Amin Katouzian, Slobodan Ilic, Franjo Pernus, Abouzar Eslami, Nassir Navab
Random ferns for multiple target tracking in microscopic retina image sequences. ISBI (2015)
Hennadii Madan, Bostjan Likar, Franjo Pernus, Ziga Spiclin
Device and methods for "gold standard" registration of clinical 3D and 2D cerebral angiograms. Medical Imaging: Image-Guided Procedures (2015)
Robert Korez, Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Deformable Model-Based Segmentation of Intervertebral Discs from MR Spine Images by Using the SSC Descriptor. CSI@MICCAI (2015)
Alfiia Galimzianova, Ziga Lesjak, Bostjan Likar, Franjo Pernus, Ziga Spiclin
Locally adaptive MR intensity models and MRF-based segmentation of multiple sclerosis lesions. Medical Imaging: Image Processing (2015)
Blaz Bratanic, Franjo Pernus, Bostjan Likar, Dejan Tomazevic
Real-time pose estimation of rigid objects in heavily cluttered environments. Comput. Vis. Image Underst. 141 (2015)
Tim Jerman, Franjo Pernus, Bostjan Likar, Ziga Spiclin
Beyond Frangi: an improved multiscale vesselness filter. Medical Imaging: Image Processing (2015)
Alfiia Galimzianova, Franjo Pernus, Bostjan Likar, Ziga Spiclin
Robust Estimation of Unbalanced Mixture Models on Samples with Outliers. IEEE Trans. Pattern Anal. Mach. Intell. 37 (11) (2015)
Robert Korez, Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
A Framework for Automated Spine and Vertebrae Interpolation-Based Detection and Model-Based Segmentation. IEEE Trans. Medical Imaging 34 (8) (2015)
Tim Jerman, Alfiia Galimzianova, Franjo Pernus, Bostjan Likar, Ziga Spiclin
Combining Unsupervised and Supervised Methods for Lesion Segmentation. Brainles@MICCAI (2015)
Bulat Ibragimov, Jerry L. Prince, Emi Z. Murano, Jonghye Woo, Maureen L. Stone, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Segmentation of tongue muscles from super-resolution magnetic resonance images. Medical Image Anal. 20 (1) (2015)
Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Optimal reinforcement of training datasets in semi-supervised landmark-based segmentation. Medical Imaging: Image Processing (2015)
Dejan Knez, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Automated Pedicle Screw Size and Trajectory Planning by Maximization of Fastening Strength. CSI@MICCAI (2015)
Blaz Bratanic, Bostjan Likar, Franjo Pernus, Dejan Tomazevic
Pose estimation of textureless objects in cluttered environments. MVA (2015)
Gregor Podrekar, Blaz Bratanic, Bostjan Likar, Franjo Pernus, Dejan Tomazevic
Automated visual inspection of pharmaceutical tablets in heavily cluttered dynamic environments. MVA (2015)
Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Investigation of the reproducibility and reliability of sagittal vertebral inclination measurements from MR images of the spine. Comput. Medical Imaging Graph. 38 (7) (2014)
Robert Korez, Darko Stern, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Determination of the intervertebral disc space from CT images of the lumbar spine. Medical Imaging: Image Processing (2014)
Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Shape Representation for Efficient Landmark-Based Segmentation in 3-D. IEEE Trans. Medical Imaging 33 (4) (2014)
Ciril Bohak, Anze Sodja, Matija Marolt, Uros Mitrovic, Franjo Pernus
Fast segmentation, conversion and rendering of volumetric data using GPU. IWSSIP (2014)
Robert Korez, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Parametric modeling of the intervertebral disc space in 3D: Application to CT images of the lumbar spine. Comput. Medical Imaging Graph. 38 (7) (2014)
Ziga Spiclin, Bostjan Likar, Franjo Pernus
Fast and Robust 3D to 2D Image Registration by Backprojection of Gradient Covariances. WBIR (2014)
Alfiia Galimzianova, Ziga Spiclin, Bostjan Likar, Franjo Pernus
Automated segmentation of MS lesions in brain MR images using localized trimmed-likelihood estimation. Medical Imaging: Image Processing (2013)
Uros Mitrovic, Ziga Spiclin, Bostjan Likar, Franjo Pernus
Evaluation of 3D-2D registration methods for registration of 3D-DSA and 2D-DSA cerebral images. Medical Imaging: Image Processing (2013)
Uros Mitrovic, Ziga Spiclin, Bostjan Likar, Franjo Pernus
3D-2D Registration of Cerebral Angiograms: A Method and Evaluation on Clinical Images. IEEE Trans. Medical Imaging 32 (8) (2013)
Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Statistical shape representation with landmark clustering by solving the assignment problem. Medical Imaging: Image Processing (2013)
Blaz Bratanic, Bostjan Likar, Franjo Pernus, Dejan Tomazevic
Real-time in-plane rotation estimation of pharmaceutical tablets: a feature based approach. MVA (2013)
Uros Mitrovic, Ziga Spiclin, Bostjan Likar, Franjo Pernus
Automatic Detection of Misalignment in Rigid 3D-2D Registration. CLIP (2013)
Miha Mozina, Dejan Tomazevic, Franjo Pernus, Bostjan Likar
Automated visual inspection of imprint quality of pharmaceutical tablets. Mach. Vis. Appl. 24 (1) (2013)
Darko Stern, Vesna Njagulj, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Quantitative vertebral morphometry in 3D. Medical Imaging: Image Processing (2013)
Alfiia Galimzianova, Ziga Spiclin, Bostjan Likar, Franjo Pernus
Robust Mixture-Parameter Estimation for Unsupervised Segmentation of Brain MR Images. MCV (2013)
Primoz Markelj, Dejan Tomazevic, Bostjan Likar, Franjo Pernus
A review of 3D/2D registration methods for image-guided interventions. Medical Image Anal. 16 (3) (2012)
Tomaz Vrtovec, Michiel M. A. Janssen, Franjo Pernus, René M. Castelein, Max A. Viergever
Computerized analysis of pelvic incidence from 3D images. Medical Imaging: Image Processing (2012)
Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Automated measurement of anterior and posterior acetabular sector angles. Medical Imaging: Computer-Aided Diagnosis (2012)
Uros Mitrovic, Ziga Spiclin, Bostjan Likar, Franjo Pernus
Method for 3D-2D Registration of Vascular Images: Application to 3D Contrast Agent Flow Visualization. CLIP (2012)
Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
A Game-Theoretic Framework for Landmark-Based Image Segmentation. IEEE Trans. Medical Imaging 31 (9) (2012)
Ziga Spiclin, Bostjan Likar, Franjo Pernus
Quad-tree Based Entropy Estimator for Fast and Robust Brain Image Registration. WBIR (2012)
Uros Mitrovic, Ziga Spiclin, Darko Stern, Primoz Markelj, Bostjan Likar, Zoran Milosevic, Franjo Pernus
3D-2D registration of cerebral angiograms based on vessel directions and intensity gradients. Medical Imaging: Image Processing (2012)
Ziga Spiclin, Bostjan Likar, Franjo Pernus
Groupwise Registration of Multimodal Images by an Efficient Joint Entropy Minimization Scheme. IEEE Trans. Image Process. 21 (5) (2012)
Darko Stern, Miran Bürmen, Vesna Njagulj, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Automatic measurement of vertebral body deformations in CT images based on a 3D parametric model. Medical Imaging: Computer-Aided Diagnosis (2012)
Peter Usenik, Miran Bürmen, Ales Fidler, Franjo Pernus, Bostjan Likar
Improved classification and visualization of healthy and pathological hard dental tissues by modeling specular reflections in NIR hyperspectral images. Medical Imaging: Computer-Aided Diagnosis (2012)
Darko Stern, Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Segmentation of vertebral bodies in CT and MR images based on 3D deterministic models. Medical Imaging: Image Processing (2011)
Peter Usenik, Miran Bürmen, Tomaz Vrtovec, Ales Fidler, Franjo Pernus, Bostjan Likar
Automated classification and visualization of healthy and pathological dental tissues based on near-infrared hyper-spectral imaging. Medical Imaging: Computer-Aided Diagnosis (2011)
Ziga Spiclin, Bostjan Likar, Franjo Pernus
Information-Theoretic Multi-modal Image Registration Based on the Improved Fast Gauss Transform: Application to Brain Images. MBIA (2011)
Ziga Spiclin, Peter Usenik, Miran Bürmen, Ales Fidler, Franjo Pernus, Bostjan Likar
Groupwise consistent image registration: a crucial step for the construction of a standardized near infrared hyper-spectral teeth database. Medical Imaging: Image Processing (2011)
Bulat Ibragimov, Bostjan Likar, Franjo Pernus
Boundary detection by linear programming with application to lung fields segmentation. Medical Imaging: Image Processing (2011)
Uros Mitrovic, Primoz Markelj, Bostjan Likar, Zoran Milosevic, Franjo Pernus
Gradient-based 3D-2D registration of cerebral angiograms. Medical Imaging: Image Processing (2011)
Miha Mozina, Dejan Tomazevic, Franjo Pernus, Bostjan Likar
Real-time image segmentation for visual inspection of pharmaceutical tablets. Mach. Vis. Appl. 22 (1) (2011)
Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Determination of vertebral pose in 3D by minimization of vertebral asymmetry. Medical Imaging: Image Processing (2011)
Miha Mozina, Dejan Tomazevic, Franjo Pernus, Bostjan Likar
Optical Character Verification of Print on Pharmaceutical Capsules. MVA (2011)
Peter Usenik, Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Automated tracking and analysis of phospholipid vesicle contours in phase contrast microscopy images. Medical Biol. Eng. Comput. 49 (8) (2011)
Ziga Spiclin, Marko Bukovec, Franjo Pernus, Bostjan Likar
Image registration for visual inspection of imprinted pharmaceutical tablets. Mach. Vis. Appl. 22 (1) (2011)
Primoz Markelj, Bostjan Likar, Franjo Pernus
A New Image Database for 3D/2D Registration Based on the Visible Human Data Set. WBIR (2010)
Darko Stern, Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Automated determination of the centers of vertebral bodies and intervertebral discs in CT and MR lumbar spine images. Medical Imaging: Image Processing (2010)
Peter Usenik, Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Automated Tracking of Vesicles in Phase Contrast Microscopy Images. ICPR (2010)
Christelle Gendrin, Jakob Spoerk, Christoph Bloch, Supriyanto A. Pawiro, Christoph Weber, Michael Figl, Primoz Markelj, Franjo Pernus, Dietmar Georg, Helmar Bergmann, Wolfgang Birkfellner
Towards real-time 2D/3D registration for organ motion monitoring in image-guided radiation therapy. Medical Imaging: Image-Guided Procedures (2010)
Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Evaluation of manual and computerized methods for the determination of axial vertebral rotation. Medical Imaging: Image Processing (2010)
Darko Stern, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Segmentation of Vertebral Bodies in MR Images Based on Geometrical Models in 3D. MIAR (2010)
Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Evaluation of sagittal vertebral rotation in ct images by manual and automated methods. ISBI (2010)
Primoz Markelj, Franjo Pernus, Bostjan Likar
A tool for registration verification based on gradient correspondence. Medical Imaging: Image Processing (2009)
Jaka Katrasnik, Miran Bürmen, Franjo Pernus, Bostjan Likar
Contrast enhancement of subcutaneous blood vessel images by means of visible and near-infrared hyper-spectral imaging. Medical Imaging: Image Processing (2009)
Darko Stern, Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Automated determination of spinal centerline in CT and MR images. Medical Imaging: Image Processing (2009)
Ziga Spiclin, Bostjan Likar, Franjo Pernus
Registration of EEG electrode positions to PET and fMRI images. Medical Imaging: Image Processing (2009)
Ziga Spiclin, Arne Hans, Frank H. Duffy, Simon K. Warfield, Bostjan Likar, Franjo Pernus
EEG to MRI Registration Based on Global and Local Similarities of MRI Intensity Distributions. MICCAI (1) (2008)
Primoz Markelj, Dejan Tomazevic, Franjo Pernus, Bostjan Likar
Robust 3-D/2-D registration of CT and MR to X-ray images based on gradient reconstruction. Int. J. Comput. Assist. Radiol. Surg. 3 (6) (2008)
Jaka Katrasnik, Franjo Pernus, Bostjan Likar
New Robot for Power Line Inspection. RAM (2008)
Darko Skerl, Bostjan Likar, Franjo Pernus
A protocol for evaluation of similarity measures for non-rigid registration. Medical Image Anal. 12 (1) (2008)
Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
A Symmetry-Based Method for the Determination of Vertebral Rotation in 3D. MICCAI (1) (2008)
Primoz Markelj, Dejan Tomazevic, Franjo Pernus, Bostjan Likar
Robust Gradient-Based 3-D/2-D Registration of CT and MR to X-Ray Images. IEEE Trans. Medical Imaging 27 (12) (2008)
Tomaz Vrtovec, Bostjan Likar, Franjo Pernus
Determination of 3D location and rotation of lumbar vertebrae in CT images by symmetry-based auto-registration. Medical Imaging: Image Processing (2007)
Dejan Tomazevic, Bostjan Likar, Franjo Pernus
3D/2D Image Registration: The Impact of X-Ray Views and Their Number. MICCAI (1) (2007)
Ziga Spiclin, Marko Bukovec, Franjo Pernus, Bostjan Likar
Matching images of imprinted tablets. ETFA (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Franjo Pernus