Associate Professor Anders Eriksson

ARC Future Fellow

School of Information Technology and Electrical Engineering
Faculty of Engineering, Architecture and Information Technology
a.eriksson@uq.edu.au
+61 7 336 52379

Overview

A/Prof Eriksson is an Australian Research Council Future Fellow and at the School of Information Technology and Electrical Engineering, University of Queensland. He received his Masters of Science degree in Electrical Engineering in 2000 and his PhD in Mathematics in 2008 from Lund University, Sweden. His research areas include optimisation theory and numerical methods applied to the fields of computer vision and machine learning. In 2010 his work on robust low-rank matrix approximation won the best paper award at the 23rd IEEE Conference on Computer Vision and Pattern Recognition, San Francisco, USA. In 2015 his joint paper on Consensus Maximisation recieved a best paper honorable mention prize at the 28th IEEE Conference on Computer Vision and Pattern Recognition in Boston, USA.

For more information see http://aeriksson.net

Research Interests

  • Computer Vision
  • Machine Learning
  • Medical Image Analysis

Qualifications

  • Doctor of Philosophy, Lund University

Publications

  • Jack, Dominic, Maire, Frederic, Shirazi, Sareh and Eriksson, Anders (2019). IGE-net: inverse graphics energy networks for human pose estimation and single-view reconstruction. In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, United States, (7068-7077). 15-20 June 2019. doi:10.1109/CVPR.2019.00724

  • Chin, Tat-Jun, Purkait, Pulak, Eriksson, Anders and Suter, David (2017) Efficient globally optimal consensus maximisation with tree search. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39 4: 758-772. doi:10.1109/TPAMI.2016.2631531

  • Parra Bustos, Alvaro, Chin, Tat-Jun, Eriksson, Anders, Li, Hongdong and Suter, David (2016) Fast rotation search with stereographic projections for 3D registration. IEEE Transactions on Pattern Analysis and Machine Intelligence, 38 11: 2227-2240. doi:10.1109/TPAMI.2016.2517636

View all Publications

Publications

Journal Article

Conference Publication

  • Jack, Dominic, Maire, Frederic, Shirazi, Sareh and Eriksson, Anders (2019). IGE-net: inverse graphics energy networks for human pose estimation and single-view reconstruction. In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, United States, (7068-7077). 15-20 June 2019. doi:10.1109/CVPR.2019.00724

  • Chin, Tat-Jun, Kee, Yang Heng, Eriksson, Anders and Neumann, Frank (2016). Guaranteed outlier removal with mixed integer linear programs. In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV USA, (5858-5866). 27-30 June 2016. doi:10.1109/CVPR.2016.631

Grants (Administered at UQ)