Publications

From ISLAB/CAISR

Annual Reports

CAISR Annual Report 2012[1]

CAISR Annual Report 2013[2]

CAISR Annual Report 2014[3]

CAISR Annual Report 2015[4]

CAISR Annual Report 2016[5]

Intelligent systems lab journal publications

Evaldas Vaiciukynas, Antanas Verikas, Marija Bacauskiene, Adas Gelzinis, Zvi Kons (2014). Enhancing decision-level fusion through cluster-based partitioning of feature set. The MENDEL Soft Computing journal : International Conference on Soft Computing MENDEL.

… further results

Intelligent systems lab conference publications

Fernando Alonso-Fernandez, Kiran B. Raja, Christoph Busch, Josef Bigun (2017). Matcher Fusion for Improved Cross-Sensor Smartphone Periocular Recognition. 2017 25th European Signal Processing Conference (EUSIPCO 2017), Kos Island, Greece, August 28 - 2 September, 2017.

Fernando Alonso-Fernandez, Reuben Farrugia, Josef Bigun (2017). Learning-Based Local-Patch Resolution Reconstruction of Iris Smartphone Images. IEEE/IAPR International Joint Conference on Biometrics, IJCB, Denver, Colorado, USA, October 1-4, 2017.

Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigun (2017). Iris Super-Resolution Using Iterative Neighbor Embedding. International Conference on Computer Vision and Pattern Recognition, CVPR, IEEE Computer Society Workshop on Biometrics, Hawaii Convention Center HI, USA, 21-26 Jul, 2017.

Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigun (2017). Improving Very Low-Resolution Iris Identification Via Super-Resolution Reconstruction of Local Patches. 16th International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, September 20-22, 2017.

Iulian Carpatorea, Sławomir Nowaczyk, Thorsteinn Rögnvaldsson, Johan Lodin (2017). Features extracted from APPES to enable the categorization of heavy-duty vehicle drivers. Intelligent Systems Conference (IntelliSys 2017), London, United Kingdom, 7-8 September, 2017.

Jennifer David, Rafael Valencia, Roland Philippsen, Pascal Bosshard, Karl Iagnemma (2017). Trajectory Optimizer for an Autonomous Truck in Container Terminal. ICRA 2017, 2 June 2017, Sands Expo and Convention Centre, Marina Bay Sands, Singapore.

João Bentes, Siddhartha Khandelwal, Hampus Carlsson, Marcus Kärrman, Tim Svensson, Nicholas Wickström (2017). Novel System Architecture for Online Gait Analysis. The 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Ana F. Sequeira, Lulu Chen, Peter Wild, James Ferryman, Fernando Alonso-Fernandez, Josef Bigun, Kiran B. Raja, R. Raghavendra, Christoph Busch (2016). Cross-Eyed : Cross-Spectral Iris/Periocular Recognition Database and Competition. 15th International Conference of the Biometrics Special Interest Group, BIOSIG, Darmstadt, Germany, 21-23 September, 2016.

Fernando Alonso-Fernandez, Reuben Farrugia, Josef Bigun (2016). Very Low-Resolution Iris Recognition Via Eigen-Patch Super-Resolution and Matcher Fusion. 8th IEEE International Conference on Biometrics: Theory, Applications, and Systems, Niagara Falls, Buffalo, USA, September 6-9, 2016.

Fernando Alonso-Fernandez, Anna Mikaelyan, Josef Bigun (2016). Compact Multi-scale Periocular Recognition Using SAFE Feature. 23rd International Conference on Pattern Recognition, ICPR, Cancún, Mexico, 4-8 December, 2016.

Hassan Mashad Nemati, Saeed Gholami Shahbandi, Björn Åstrand (2016). Human Tracking in Occlusion based on Reappearance Event Estimation. 13th International Conference on Informatics in Control, Automation and Robotics, Lisbon, Portugal, 29-31 July, 2016.

Hassan Mashad Nemati, Anita Sant'Anna, Sławomir Nowaczyk (2016). Bayesian Network Representation of Meaningful Patterns in Electricity Distribution Grids. 2016 IEEE International Energy Conference (ENERGYCON), 4-8 April, Leuven, Belgium, 4-8 april, 2016.

Iulian Carpatorea, Sławomir Nowaczyk, Thorsteinn Rögnvaldsson, Marcus Elmer, Johan Lodin (2016). Learning of Aggregate Features for Comparing Drivers Based on Naturalistic Data. IEEE 15th International Conference on Machine Learning and Applications, ICMLA 2016, Anaheim, United States, 18-20 December, 2016.

Jennifer David, Rafael Valencia, Karl Iagnemma (2016). Task Assignment and Trajectory Planning in Dynamic environments for Multiple Vehicles. RSS 2016 Workshop on Task and Motion Planning, Ann Arbor, Michigan, USA, June 19, 2016.

Matej Uličný, Jens Lundström, Stefan Byttner (2016). Robustness of Deep Convolutional Neural Networks for Image Recognition. First International Symposium, ISICS 2016, Mérida, México, March 16-18 2016.

Ramon Gonzalez, Stefan Byttner, Karl Iagnemma (2016). Comparison of Machine Learning Approaches for Soil Embedding Detection of Planetary Exploration Rovers. International Conference of the ISTVS (International Society for Terrain-Vehicle Systems), Detroit, Michigan, USA, 12-14 September, 2016.

Tove Helldin, Maria Riveiro, Sepideh Pashami, Göran Falkman, Stefan Byttner, Sławomir Nowaczyk (2016). Supporting Analytical Reasoning : A Study from the Automotive Industry. 18th International Conference, HCI International 2016, Toronto, Canada, July 17-22, 2016.

Walid Taha, Lars-Göran Hedström, Fei Xu, Adam Duracz, Ferenc A. Bartha, Yingfu Zeng, Jennifer David, Gaurav Gunjan (2016). Flipping a First Course on Cyber-Physical Systems – An Experience Report. Workshop on Embedded and Cyber-Physical Systems Education (WESE 2016), Pittsburgh, PA, USA, Oct. 6th, 2016.

Xudong Teng, Yuantao Fan, Sławomir Nowaczyk (2016). Evaluation of Micro-flaws in Metallic Material Based on A Self-Organized Data-driven Approach. 2016 IEEE International Conference on Prognostics and Health Management, Carleton University, Ottawa, ON, Canada, June 20-22, 2016.

Yuantao Fan, Sławomir Nowaczyk, Thorsteinn Rögnvaldsson, Eric Aislan Antonelo (2016). Predicting Air Compressor Failures with Echo State Networks. Third European Conference of the Prognostics and Health Management Society 2016, Bilbao, Spain, 5-8 July, 2016.

Andreas Ranftl, Fernando Alonso-Fernandez, Stefan Karlsson (2015). Face Tracking Using Optical Flow : Development of a Real-Time AdaBoost Cascade Face Tracker. 14th International Conference of the Biometrics Special Interest Group, BIOSIG, Darmstadt, Germany, 9-11 September, 2015.

Carsten Gottschlich, Anna Mikaelyan, Martin Aastrup Olsen, Josef Bigun, Christoph Busch (2015). Improving Fingerprint Alteration Detection. 9th International Symposium on Image and Signal Processing and Analysis, Zagreb, Croatia, September 7-9, 2015.

Evaldas Vaiciukynas, Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, Jonas Minelga, Magnus Clarin, Evaldas Padervinskis, Virgilijus Uloza (2015). Towards Voice and Query Data-based Non-invasive Screening for Laryngeal Disorders. The 14th International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED’15), Tenerife, Canary Islands, Spain, January 10-12, 2015.

Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigun (2015). Eigen-patch iris super-resolution for iris recognition improvement. 23rd European Signal Processing Conference, EUSIPCO, Nice, France, 31 August–4 September, 2015.

Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigun (2015). Reconstruction of Smartphone Images for Low Resolution Iris Recognition. 7th IEEE International Workshop on Information Forensics and Security, WIFS, Rome, Italy, 16-19 November, 2015.

Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigun (2015). Eigen-Patch Iris Super-Resolution For Iris Recognition Improvement. 23rd European Signal Processing Conference, EUSIPCO, Nice, France, 31 August–4 September, 2015.

Fernando Alonso-Fernandez, Anna Mikaelyan, Josef Bigun (2015). Comparison and Fusion of Multiple Iris and Periocular Matchers Using Near-Infrared and Visible Images. 3rd International Workshop on Biometrics and Forensics, IWBF 2015, Gjøvik, Norway, 3-4 March, 2015.

Hassan Mashad Nemati, Anita Sant'Anna, Sławomir Nowaczyk (2015). Reliability Evaluation of Underground Power Cables with Probabilistic Models. The 11th International Conference on Data Mining (DMIN'15), Las Vegas, Nevada, USA, July 27-30, 2015.

Jens Lundström, Wagner Ourique de Morais, Martin Cooney (2015). A Holistic Smart Home Demonstrator for Anomaly Detection and Response. SmartE: Closing the Loop – The 2nd IEEE PerCom Workshop on Smart Environments, St. Louis, Missouri, USA, March 23-27, 2015.

Jens Lundström, Jonathan Synnott, Eric Järpe, Christopher Nugent (2015). Smart Home Simulation using Avatar Control and Probabilistic Sampling. SmartE: Closing the Loop – The 2nd IEEE PerCom Workshop on Smart Environments, St. Louis, Missouri, USA, March 23-27, 2015.

Karin Anna Weman-Josefsson, Fawzi Halila, Urban Johnson, Nicholas Wickström, Pontus Wärnestål (2015). Digital Innovations and Self-determined exercise motivation : an interdisciplinary approach. The 6th International Multi-Conference on Complexity, Informatics and Cybernetics: IMCIC 2015, Orlando, Florida, United States, March 10-13, 2015.

Karin Weman Josefsson, Fawzi Halila, Urban Johnson, Nicholas Wickström, Pontus Wärnestål (2015). Digital interventions in self-determined exercise motivation – interdisciplinary innovations. ISBNPA 2015 - Conference for International Society for Behavioral Nutrition and Physical Activity, Advancing Behavior Change Science, 3rd - 6th June, 2015, Edinburgh, Scotland.

Martin Cooney, Stefan Karlsson (2015). Impressions of Size-Changing in a Companion Robot. 2nd International Conference on Physiological Computing Systems, PhyCS 2015, ESEO, Angers, Loire Valley, France, 11-13 February, 2015.

Saeed Gholami Shahbandi, Björn Åstrand, Roland Philippsen (2015). Semi-Supervised Semantic Labeling of Adaptive Cell Decomposition Maps in Well-Structured Environments. 7th European Conference on Mobile Robots 2015, Lincoln, United Kingdom, 2-4 September, 2015.

Adas Gelzinis, Antanas Verikas, Evaldas Vaiciukynas, Marija Bacauskiene, Jonas Minelga, Magnus Clarin, Virgilijus Uloza, Evaldas Padervinskis (2014). Exploring sustained phonation recorded with acoustic and contact microphones to screen for laryngeal disorders. CICARE 2014 – 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-health, Orlando, Florida, USA, December 9-12, 2014.

Anita Sant'Anna (2014). Activity monitoring as a tool for person-centered care : preliminary report. 2014 IEEE International Conference on Bioinformatics and Biomedicine, Belfast, United Kingdom, 2-5 November, 2014.

Anita Sant'Anna (2014). Activity monitoring as a tool for person-centered care: preliminary report. IEEE International Conference on Bioinformatics and Biomedicine - Workshop.

Anita Sant'Anna, Robert Bass (2014). A New Two-Degree-of-Freedom Space Heating Model for Demand Response. 3rd International Conference on Smart Grids and Green IT Systems - SMARTGREENS 2014, Barcelona, Spain, 3-4 April, 2014.

Anna Mikaelyan, Josef Bigun (2014). Symmetry Assessment by Finite Expansion : Application to forensic fingerprints. 13th International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, 10-12 September, 2014.

Anna Mikaelyan, Josef Bigun (2014). SAFE features for matching fingermarks by neighbourhoods of single minutiae. 14th International Symposium on Communications and Information Technologies (ISCIT 2014), Incheon, South Korea, September 24-26, 2014.

Anna Mikaelyan, Josef Bigun (2014). Symmetry Assessment by Finite Expansion : application to forensic fingerprints. 2014 International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, 10-12 September, 2014.

Anna Mikaelyan, Fernando Alonso-Fernandez, Josef Bigun (2014). Periocular Recognition by Detection of Local Symmetry Patterns. Workshop on Insight on Eye Biometrics (IEB) in conjunction with The 10th International Conference on Signal Image Technology & Internet Based Systems (SITIS), Marrakech, Morocco, 23-27 November, 2014.

Björn Åstrand, Saeed Gholami Shahbandi (2014). Modeling of a Large Structured Environment : With a Repetitive Canonical Geometric-Semantic Model. 15th Annual Conference, TAROS (Towards Autonomous Robotic Systems) 2014, Birmingham, United Kingdom, September 1-3, 2014.

Fernando Alonso-Fernandez, Josef Bigun (2014). Best Regions for Periocular Recognition with NIR and Visible Images. IEEE International Conference on Image Processing, ICIP, Paris, France, 27-30 October, 2014.

… further results

Intelligent systems lab Licentiate and PhD Theses

Intelligent systems lab edited conference proceedings

Sławomir Nowaczyk (2015). Thirteenth Scandinavian Conference on Artificial Intelligence : SCAI 2015. Thirteenth Scandinavian Conference on Artificial Intelligence – SCAI 2015, Halmstad University, Halmstad, Sweden, 5th-6th of November, 2015.

Intelligent systems lab book chapters

Klas Hedenberg, Björn Åstrand (2015). 3D Sensors on Driverless Trucks for Detection of Overhanging Objects in the Pathway. ICRA 2015 Workshop on Autonomous Industrial Vehicles: From the Laboratory to the Factory Floor, Seattle, WA, USA, 30 May, 2015.

Anita Sant'Anna, Nicholas Wickström (2013). Symbolic Approach to Motion Analysis: Framework and Gait Analysis Case Studies. Telehealthcare Computing and Engineering: Principles and Design.

Anita Sant'Anna, Nicholas Wickström (2013). Symbolic Approach to Motion Analysis : Framework and Gait Analysis Case Studies. Telehealthcare Computing and Engineering : Principles and Design.

Anita Sant'Anna, Nicholas Wickström, Helene Eklund, Roland Zügner, Roy Tranberg (2013). Assessment of Gait Symmetry and Gait Normality Using Inertial Sensors : In-Lab and In-Situ Evaluation. Biomedical Engineering Systems and Technologies : 5th International Joint Conference, BIOSTEC 2012, Vilamoura, Portugal, February 1-4, 2012, Revised Selected Papers.

Wagner Ourique de Morais, Jens Lundström, Nicholas Wickström (2013). A Database-Centric Architecture for Home-Based Health Monitoring. Ambient Assisted Living and Active Aging : 5th International Work-Conference, IWAAL 2013, Carrillo, Costa Rica, December 2-6, 2013, Proceedings.

Hanna Kamińska, Thorsteinn Rögnvaldsson (2011). Evaluation of a new probabilistic approach to scoring algorithms in protein identification by Peptide Mass Fingerprinting (PMF). Nutraceutics, biomedical remedies and physiotherapeutic methods for prevention of civilization-related diseases.

Dereje Teferi, Josef Bigun (2009). Evaluation Protocol for the DXM2VTS Database and Performance Comparison of Face Detection and Face Tracking on Video. Proceedings SSBA '09 : Symposium on Image Analysis, Halmstad University, Halmstad, March 18-20, 2009.

Fernando Alonso-Fernandez, Josef Bigun, Julian Fierrez, Hartwig Fronthaler, Klaus Kollreider, Javier Ortega-Garcia (2009). Fingerprint Recognition. Guide to Biometric Reference Systems and Performance Evaluation.

Josef Bigun (2009). Fingerprint features. Encyclopedia of biometrics.

Josef Bigun (2009). Multiple experts. Encyclopedia of biometrics.

Maycel Isaac Faraj, Josef Bigun (2009). Lip Motion Features for Biometric Person Recognition. Visual Speech Recognition : Lip Segmentation and Mapping.

Yaregal Assabie, Josef Bigun (2009). Offline Handwritten Amharic Word Recognition Using HMMs. Proceedings SSBA '09 : Symposium on Image Analysis, Halmstad University, Halmstad, March 18-20, 2009.

Yaregal Assabie, Josef Bigun (2009). A comprehensive Dataset for Ethiopic Handwriting Recognition. Proceedings SSBA '09 : Symposium on Image Analysis, Halmstad University, Halmstad, March 18-20, 2009.

Adas Gelzinis, Antanas Verikas, Marija Bacauskiene (2007). Categorizing laryngeal images for decision support. Advanced Concepts for Intelligent Vision Systems : 9th International Conference, ACIVS 2007, Delft, The Netherlands, August 28-31, 2007 ; proceedings.

Kenneth Nilsson, Josef Bigun (2002). Complex Filters Applied to Fingerprint Images Detecting Prominent Symmetry Points Used for Alignment. Biometric Authentication : International ECCV 2002 Workshop Copenhagen, Denmark, June 1, 2002 Proceedings.

Intelligent systems lab reports

Intelligent systems lab publications (Other)

Klas Hedenberg, Björn Åstrand (2015). 3D Sensors on Driverless Trucks for Detection of Overhanging Objects in the Pathway. Autonomous Industrial Vehicles : From the Laboratory to the Factory Floor.

Anita Sant'Anna, Nicholas Wickström (2013). Symbolic Approach to Motion Analysis: Framework and Gait Analysis Case Studies. Telehealthcare Computing and Engineering: Principles and Design.

Anita Sant'Anna, Nicholas Wickström (2013). Symbolic Approach to Motion Analysis : Framework and Gait Analysis Case Studies. Telehealthcare Computing and Engineering : Principles and Design.

Anita Sant'Anna, Nicholas Wickström, Helene Eklund, Roland Zügner, Roy Tranberg (2013). Assessment of Gait Symmetry and Gait Normality Using Inertial Sensors : In-Lab and In-Situ Evaluation. Biomedical Engineering Systems and Technologies : 5th International Joint Conference, BIOSTEC 2012, Vilamoura, Portugal, February 1-4, 2012, Revised Selected Papers.

Wagner Ourique de Morais, Jens Lundström, Nicholas Wickström (2013). A Database-Centric Architecture for Home-Based Health Monitoring. Ambient Assisted Living and Active Aging : 5th International Work-Conference, IWAAL 2013, Carrillo, Costa Rica, December 2-6, 2013, Proceedings.

Hanna Kamińska, Thorsteinn Rögnvaldsson (2011). Evaluation of a new probabilistic approach to scoring algorithms in protein identification by Peptide Mass Fingerprinting (PMF). Nutraceutics, biomedical remedies and physiotherapeutic methods for prevention of civilization-related diseases.

Dereje Teferi, Josef Bigun (2009). Evaluation Protocol for the DXM2VTS Database and Performance Comparison of Face Detection and Face Tracking on Video. Proceedings SSBA '09 : Symposium on Image Analysis, Halmstad University, Halmstad, March 18-20, 2009.

Fernando Alonso-Fernandez, Josef Bigun, Julian Fierrez, Hartwig Fronthaler, Klaus Kollreider, Javier Ortega-Garcia (2009). Fingerprint Recognition. Guide to Biometric Reference Systems and Performance Evaluation.

Josef Bigun (2009). Multiple experts. Encyclopedia of biometrics.

Josef Bigun (2009). Fingerprint features. Encyclopedia of biometrics.

Maycel Isaac Faraj, Josef Bigun (2009). Lip Motion Features for Biometric Person Recognition. Visual Speech Recognition : Lip Segmentation and Mapping.

Yaregal Assabie, Josef Bigun (2009). Offline Handwritten Amharic Word Recognition Using HMMs. Proceedings SSBA '09 : Symposium on Image Analysis, Halmstad University, Halmstad, March 18-20, 2009.

Yaregal Assabie, Josef Bigun (2009). A comprehensive Dataset for Ethiopic Handwriting Recognition. Proceedings SSBA '09 : Symposium on Image Analysis, Halmstad University, Halmstad, March 18-20, 2009.

Adas Gelzinis, Antanas Verikas, Marija Bacauskiene (2007). Categorizing laryngeal images for decision support. Advanced Concepts for Intelligent Vision Systems : 9th International Conference, ACIVS 2007, Delft, The Netherlands, August 28-31, 2007 ; proceedings.

Kenneth Nilsson, Josef Bigun (2002). Complex Filters Applied to Fingerprint Images Detecting Prominent Symmetry Points Used for Alignment. Biometric Authentication : International ECCV 2002 Workshop Copenhagen, Denmark, June 1, 2002 Proceedings.

Student Theses

under construction