Fredrik Kahl

Professor, Research group leader, Electrical engineering

fredrik.kahl@chalmers.se +46 31 772 50 57 Find me http://orcid.org/0000-0001-9835-3020

Fredrik Kahl is a Professor and leader of the Computer Vision Group.

Publications
Collaboration and projects
Miscellaneous

Latest publications

2018
Robust Abdominal Organ Segmentation Using Regional Convolutional Neural Networks

Author: Måns Larsson; Zhang Yuhang; Fredrik Kahl

Published: 2018

Published in: Applied Soft Computing Journal

Publication type: Journal article
A projected gradient descent method for crf inference allowing end-to-end training of arbitrary pairwise potentials

Author: Måns Larsson; Anurag Arnab; Fredrik Kahl; Shuai Zheng; Philip H.S. Torr

Published: 2018

Published in: Lecture Notes in Computer Science

Publication type: Paper in proceedings
Multiresolution Search of the Rigid Motion Space for Intensity-Based Registration

Author: Seyed Behrooz Nasihatkon; Fredrik Kahl

Published: 2018

Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence

Publication type: Journal article
Conditional Random Fields Meet Deep Neural Networks for Semantic Segmentation: Combining Probabilistic Graphical Models with Deep Learning for Structured Prediction

Author: Anurag Arnab; Shuai Zheng; Sadeep Jayasumana; Bernardino Romera-Paredes; Måns Larsson; Alexander Kirillov; Bogdan Savchynskyy; Carsten Rother; Fredrik Kahl; Philip H.S. Torr

Published: 2018

Published in: IEEE Signal Processing Magazine

Publication type: Journal article
2017
Long-term 3D Localization and Pose from Semantic Labellings

Author: Carl Toft; Carl Olsson; Fredrik Kahl

Published: 2017

Published in:

Publication type: Paper in proceedings
3D skeletal uptake of F-18 sodium fluoride in PET/CT images is associated with overall survival in patients with prostate cancer

Author: S. L. Belal; M. Sadik; R. Kaboteh; N. Hasani; Olof Enqvist; L. Svarm; Fredrik Kahl; J. Simonsen; M. H. Poulsen; M. Ohlsson; P. F. Hoilund-Carlsen; L. Edenbrandt; E. Tragardh

Published: 2017

Published in: EJNMMI Research

Publication type: Journal article
Robust abdominal organ segmentation using regional convolutional neural networks

Author: Måns Larsson; Yuhang Zhang; Fredrik Kahl

Published: 2017

Published in: Lecture Notes in Computer Science

Publication type: Paper in proceedings
Max-margin learning of deep structured models for semantic segmentation

Author: Måns Larsson; Jennifer Alvén; Fredrik Kahl

Published: 2017

Published in: Lecture Notes in Computer Science

Publication type: Paper in proceedings
Multiatlas Segmentation Using Robust Feature-Based Registration

Author: Frida Fejne; Matilda Landgren; Jennifer Alvén; Johannes Ulén; Johan Fredriksson; Viktor Larsson; Olof Enqvist; Fredrik Kahl

Published: 2017

Published in:

Publication type: Book chapter
Robust online 3D reconstruction combining a depth sensor and sparse feature points

Author: E. Bylow; Claes Olsson; Fredrik Kahl

Published: 2017

Published in:

Publication type: Paper in proceedings
Shape-aware multi-atlas segmentation

Author: Jennifer Alvén; Fredrik Kahl; Johan Fredriksson; Viktor Larsson; Jennifer Alvén

Published: 2017

Published in:

Publication type: Paper in proceedings
2016
Optimal Gradient Encoding Schemes for Diffusion Tensor and Kurtosis Imaging

Author: Mohammad Alipoor; Irene Yu-Hua Gu; Stephan E. Maier; Göran Starck; Andrew Mehnert; Fredrik Kahl

Published: 2016

Published in:

Publication type: Journal article
Deepseg: Abdominal Organ Segmentation Using Deep Convolutional Neural Networks

Author: Måns Larsson; Yuhang Zhang; Fredrik Kahl

Published: 2016

Published in:

Publication type: Conference contribution
Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks

Author: Oscar Jimenez-Del-Toro; Henning Muller; Markus Krenn; Katharina Gruenberg; Abdel Aziz Taha; Marianne Winterstein; Ivan Eggel; Antonio Foncubierta-Rodriguez; Orcun Goksel; Andras Jakab; Georgios Kontokotsios; Georg Langs; Bjoern H. Menze; Tomas Salas Fernandez; Roger Schaer; Anna Walleyo; Marc Andre Weber; Yashin Dicente Cid; Tobias Gass; Mattias Heinrich; Fucang Jia; Fredrik Kahl; Razmig Kechichian; Dominic Mai; Assaf B. Spanier; Graham Vincent; C. L. Wang; Daniel Wyeth; Allan Hanbury

Published: 2016

Published in: IEEE Transactions on Medical Imaging

Publication type: Journal article
A Simple Method for Subspace Estimation with Corrupted Columns

Author: Viktor Larsson; Claes Olsson; Fredrik Kahl

Published: 2016

Published in:

Publication type: Paper in proceedings
Automated segmentation of the skeleton in PET/CT scans

Author: May Sadik; Reza Kaboteh; N. Hasani; Johan Fredriksson; L. Svarm; Olof Enqvist; Fredrik Kahl; Lars Edenbrandt

Published: 2016

Published in: European Journal of Nuclear Medicine and Molecular Imaging

Publication type: Conference contribution
Efficient algorithms for robust estimation of relative translation

Author: Johan Fredriksson; Viktor Larsson; Carl Olsson; Olof Enqvist; Fredrik Kahl

Published: 2016

Published in: Image and Vision Computing

Publication type: Journal article
Optimal relative pose with unknown correspondences

Author: Johan Fredriksson; Viktor Larsson; Carl Olsson; Fredrik Kahl

Published: 2016

Published in:

Publication type: Paper in proceedings
Globally optimal rigid intensity based registration: A fast fourier domain approach

Author: Seyed Behrooz Nasihatkon; Frida Fejne; Fredrik Kahl

Published: 2016

Published in:

Publication type: Paper in proceedings
Minimizing the maximal rank

Author: Erik Bylow; Carl Olsson; Fredrik Kahl; Mikael Nilsson

Published: 2016

Published in:

Publication type: Paper in proceedings
City-scale localization for cameras with known vertical direction

Author: Linus Svärm; Olof Enqvist; Fredrik Kahl; Magnus Oskarsson

Published: 2016

Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence

Publication type: Journal article
Image Fusion of Reconstructed Digital Tomosynthesis Volumes From a Frontal and a Lateral Acquisition

Author: Jonathan Arvidsson; Christina Söderman; Åse (Allansdotter) Johnsson; Peter Bernhardt; Göran Starck; Fredrik Kahl; Magnus Båth

Published: 2016

Published in:

Publication type: Journal article
Automatic pericardium segmentation and quantification of epicardial fat from computed tomography angiography

Author: Alexander Norlén; Jennifer Alvén; David Molnar; Olof Enqvist; Rauni Rossi-Norrlund; John Brandberg; Göran Bergström; Fredrik Kahl

Published: 2016

Published in:

Publication type: Journal article
Überatlas: Fast and robust registration for multi-atlas segmentation

Author: Jennifer Alvén; Alexander Norlén; Olof Enqvist; Fredrik Kahl

Published: 2016

Published in: Pattern Recognition Letters

Publication type: Journal article
2015
Optimal Experiment Design for Mono-Exponential Model Fitting: Application to Apparent Diffusion Coefficient Imaging

Author: Mohammad Alipoor; Stephan E Maier; Irene Yu-Hua Gu; Andrew Mehnert; Fredrik Kahl

Published: 2015

Published in: BioMed Research International

Publication type: Journal article

Go to Chalmers publication library

For a complete list of publications, see here.

Open PhD position in Deep Learning for 3D Computer Vision. Deadline: May 31, 2017.

I am also affiliated with the Mathematical Imaging Group at Lund University.

For a complete list of publications, see my home page at Lund University.

Published: Wed 28 Aug 2013. Modified: Tue 16 May 2017

Fredrik Kahl

Latest publications

2018

2017

2016

2015

Projects

Closed