(last update of this page: May 2024)
Supervisor (Education)
PhD Supervision
Main supervisor
Talha Hanif Butt, Ph.D. in Information Technology, on-going (2023-)
Thesis: Tagging Moments of Significance in Truck Vehicle Journeys
School of Information Technology, Halmstad University, Sweden
PhD in co-supervision with Volvo Trucks in Gothenburg. Student sitting ~1 day/week at Volvo
Student funded by BigFun project from Swedish VINNOVA
Role: main supervisor
Co-supervisors: Prayag Tiwari (Halmstad), MinJuan Wang (Volvo Trucks)
Felix Rosberg, Ph.D. in Information Technology, on-going (2021-)
Licentiate thesis (defended April 2024): Anonymizing Faces without Destroying Information (https://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-52892). Opponent: Vitomir Struc
PhD Thesis:
School of Information Technology, Halmstad University, Sweden
Industrial PhD, student working at Berge AB, Sweden
Student funded by MIDAS project from Swedish VINNOVA
Role: secondary supervisor
Other supervisors: Cristofer Englund (RISE, Halmstad; main), Eren Erdal Aksoy (Halmstad)
Kevin Hernandez-Diaz, Ph.D. in Information Technology, on-going (2018-)
Thesis: Ocular Recognition in Unconstrained Environments
School of Information Technology, Halmstad University, Sweden
Student funded by Project Research Grant of the Swedish Research Council
Role: main supervisor
Co-supervisor: Josef Bigun (Halmstad)
Maria Luiza Recena Menezes, Ph.D. in Information Technology, on-going
Thesis: Emotion-based automation of intelligent environments using biosignals
School of Information Technology, Halmstad University, Sweden
Student funded by Brazilian Science Without Borders (SWB) program
Pedro Tome-Gonzalez, Ph.D. Telecommunications Engineering, 2013
Thesis: Variability Factors & Application to Biometrics at a Distance (Summa Cum Laude)
Escuela Politecnica Superior, Universidad Autonoma Madrid, Spain
(http://atvs.ii.uam.es/files/2013_PhDThesis_BiometricsAtADistance_PTome.pdf)
Student funded by Ph.D. scholarship of Universidad Autonoma de Madrid
Supervision in 2009-2010 (continued by Dr. Fierrez after I left Madrid).
Student moved as post-doc to IDIAP-EPFL (CH) afterwards
Member of support committee of:
Idriss Gouigah, Ph.D. in Information Technology (2023)
Thesis:
School of Information Technology (ITE), Halmstad University, Sweden
Abu Mohammed Raisuddin, Ph.D. in Information Technology (2023)
Thesis: Deep Learning for Autonomous Vehicles in Extreme Weather
School of Information Technology (ITE), Halmstad University, Sweden
Tiago Cortinhal, Ph.D. in Information Technology (2021, 2022, 2023)
Thesis: Semantic-aware Perception for Autonomous Vehicles
School of Information Technology (ITE), Halmstad University, Sweden
João Bentes, Ph.D. in Information Technology (2017)
Thesis: QoS-aware software platform for continuous monitoring in free-living environments
School of Information Technology (ITE), Halmstad University, Sweden
Student funded by Brazilian Science Without Borders (SWB) program
Not supervisor, but guided or collaborated with PhD students (resulting in publications) :
Hassan Nemati, Ph.D. in Information Technology, 2019
Yuantao Fan, Ph.D. in Information Technology, 2020
School of Information Technology (ITE), Halmstad University, Sweden
Supervised project in PhD course “Multi-Scale and Multi-Dimensional Signal Analysis” at Halmstad University, which resulted in a co-authored conference publication with the students that obtained the best poster award (presented by H. Nemati): H. Nemati, Y. Fan, and Fernando Alonso-Fernandez, “Hand Detection and Gesture Recognition Using Symmetric Patterns”, Proc. 8th Asian Conference on Intelligent Information and Database Systems, ACIIDS, Special Session on Analysis of Image, Video and Motion Data in Life Sciences, IVMLS, Da Nang, Vietnam, March 14-16, 2016
Eduardo Ribeiro, Ph.D. Computer Science, 2018
Thesis: Exploring Transfer Learning via Convolutional Neural Networks for Image Classification and Super-Resolution
Faculty of Natural Sciences, University of Salzburg, Austria (https://eplus.uni-salzburg.at/obvusbhs/content/titleinfo/4973666)
Co-authoring one journal (IET Biometrics 2019), two conferences (EUSIPCO 2017, IEEE ISBA 2019), the first two being part of the PhD compendium
Ester Gonzalez-Sosa, Ph.D. Telecommunications Engineering, 2017
Thesis: Face and Body Biometrics in the Wild: Advances in the Visible Spectrum and Beyond
Escuela Politecnica Superior, Universidad Autonoma Madrid, Spain
(http://biometrics.eps.uam.es/fierrez/files/2017_PhDThesis_FaceBodyBiometricsWild_EGonzalez.pdf)
Co-authoring three journals on iris, soft-biometrics, face and body recognition (IEEE Access 2019, IEEE-TBIOM 2019, IEEE TIFS 2018), the last two being part of the PhD compendium
Student obtained the European Biometrics Research Award 2018, awarded to the best PhD theses in Europe in the field of biometrics: https://eab.org/award/reports/report2018.html
Student now Researcher at Nokia Bell Labs (Spain)
Anna Mikaelyan, Ph.D. in Information Technology, 2015
Thesis: Compact orientation and frequency estimation with applications in biometrics
School of Information Technology (ITE), Halmstad University, Sweden
(http://hh.diva-portal.org/smash/get/diva2:811139/FULLTEXT01.pdf)
Student funded by EU Marie Curie ITN BBfor2
Co-authoring of one of the publications submitted for examination, two supporting conference papers (SITIS 2014, IWBF 2014) of the Thesis, and another conference (ICPR 2016)
Marcos Martinez-Diaz Ph.D. Telecommunications Engineering, 2015
Thesis: Automatic Signature and Graphical Password Verification: Discriminant Features and New Application Scenarios
Escuela Politecnica Superior, Universidad Autonoma Madrid, Spain
(http://biometrics.eps.uam.es/fierrez/files/2015_PHDTHESIS_MarcosMartinezDiaz.pdf)
Co-authoring one journal (Springer TS 2011), three conferences (IEEE ICIP 2009, IEEE ICCST 2006, MADRINET 2007), and software co-development for participation in international evaluations of technology (BSEC2009, SigComp2009)
Student now Engineering Officer at the Spanish Government
Javier Galbally-Herrero, Ph.D. Telecommunications Engineering, 2009
Thesis: Vulnerabilities and Attack Protection in Security Systems based on Biometrics Recognition
Escuela Politecnica Superior, Universidad Autonoma Madrid, Spain
(http://biometrics.eps.uam.es/fierrez/files/2009_PhDThesis_BiometricSecurity_Galbally.pdf)
Co-authoring three journals (Elsevier FGCS 2012, Springer TS 2011, Springer PAA 2010), seven conferences (Springer IWCF 2010, IEEE BIDS 2009, ICDAR 2009, BIOID 2008, IEEE ICCST 2006, JRBP 2008, MADRINET 2007), and software co-development for participation in international evaluations of technology (LivDet2009)
Student at the Joint Research Center (JRC) of the EU (Ispra, Italy) until 2023, then at the European Union Agency for the Operational Management of Large-Scale IT Systems (EU-LISA) of the EU (Tallin, Estonia)
Master Students Supervision
School of Information Technology (ITE), Halmstad University, Sweden
Moa Arvidsson, Sithichot Sawirot, M.S. Embedded and Intelligent Systems (30 credits), October 2022
Thesis: “Drone navigation and license plate recognition for vehicle search and classification"
September 2023: results published in conference: M. Arvidsson, S. Sawirot, C. Englund, F Alonso-Fernandez, M. Torstensson, B. Duran, “Drone Navigation and License Place Detection for Vehicle Location in Indoor Spaces”, Proc. VIII Intl Workshop on Artificial Intelligence and Pattern Recognition, IWAIPR, Varadero, Cuba, 27-29 Sep 2023 https://arxiv.org/abs/2307.10165
Pontus Hedman, Vasilios Skepetzis, M.S. Digital Forensics (15 credits), June 2021
Thesis: “The Effect of Beautification Filters on Image Recognition: Are filtered social media images viable Open Source Intelligence?"
(http://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-44799)
Database made public: https://github.com/HalmstadUniversityBiometrics/LFW-Beautified
September 2022: research presented at the Workshop of the Biometrics Working Group of TeleTrusT, the IT Security Association in Germany, in coop. with the European Association of Biometrics (EAB), Darmstadt, Germany, September 12, 2022, https://eab.org/events/program/273
October 2022: research presented at the Workshop of the Norwegian Biometric Forum (NBF), in coop. with the European Association for Biometrics (EAB), Oslo, Norway, October 13, 2022, https://eab.org/events/program/298
October 2022: results published in journal paper: P. Hedman, V. Skepetzis, K. Hernandez-Diaz, J. Bigun, F. Alonso-Fernandez, “On the Effect of Selfie Beautification Filters on Face Detection and Recognition”, Pattern Recognition Letters, Elsevier, Special Issue on Mobile and Wearable Biometrics, https://doi.org/10.1016/j.patrec.2022.09.018, https://arxiv.org/abs/2110.08934
Fredrik Svanström, M.S. Embedded and Intelligent Systems (30 credits), June 2020
Thesis: “Drone detection and classification using sensor fusion and machine learning”
(http://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-42141)
Database generated during the project made public: https://github.com/DroneDetectionThesis/Drone-detection-dataset
June 2020: results published in conference: F. Svanström, C. Englund, F Alonso-Fernandez, “Real-Time Drone Detection and Tracking With Visible, Thermal and Acoustic Sensors”, Proc. Intl Conf on Pattern Recognition, ICPR, Milan, Italy, 10-15 January 2021 (online) https://arxiv.org/abs/2007.07396
November 2021: database described in journal paper: F. Svanström, F Alonso-Fernandez, C. Englund, “A Dataset for Multi-Sensor Drone Detection”, Data in Brief, Elsevier, vol. 39, Dec 2021 https://arxiv.org/abs/2111.01888, https://doi.org/10.1016/j.dib.2021.107521
May 2021: Best Master’s Thesis Award from the Swedish Artificial Intelligence Society, SAIS (one unique prize for all nominations in Sweden), http://www.sais.se/
October 2022: remaining results not included in the conference paper published in journal: F. Svanström, F Alonso-Fernandez, C. Englund, “Drone Detection and Tracking in Real-Time by Fusion of Different Sensing Modalities”, Drones, 2022, 6(11), 317 http://arxiv.org/abs/2207.01927, https://doi.org/10.3390/drones6110317
Rustam Stanikzai, Adrian Hagström, M.S. Computer Science and Engineering (30 c), September 2020
Thesis: “Writer identification using semi-supervised GAN and LSR method on offline block characters”
(http://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-43316)
April 2022: results published in conference: A. L. Hagström, R. Stanikzai, J. Bigun, F. Alonso-Fernandez, “Writer Recognition Using Off-line Handwritten Single Block Characters”, Proc. 10th International Workshop on Biometrics and Forensics, IWBF, Salzburg, Austria, April 20-21, 2022 https://arxiv.org/abs/2201.10665
Dimitrios Varytimidis, M.S. Embedded and Intelligent Systems (15 credits), June 2018
Thesis: “Detection and intention prediction of pedestrians in zebra crossings”
(http://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-37939)
November 2018: results published in conference: D. Varytimidis, F. Alonso-Fernandez, C Englund, B Duran, “Action and intention recognition of pedestrians in urban traffic”, Workshop on Human Tracking and Behaviour Analysis, HTBA, in conjunction with the Intl Conf on Signal Image Technology & Internet Based Systems, SITIS, Gran Canaria, Spain, 26-29 Nov 2018
Sanjana Arunesh, Abhilash Padi Siva, M.S. Embedded and Intelligent Systems (30 credits), June 2018
Thesis: “Robot Assistant Quiz Espying of Learners”
(http://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-38090)
Majid Karimi, M.S. Embedded and Intelligent Systems (15 credits), November 2016
Thesis: “Using multiple Leap Motion sensors in Assembly workplace in Smart Factory”
(http://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-32392)
Tayebeh Taheri, M.S. Computer Network Engineering, Halmstad University, Summer 2014
Summer Project on “Pre-study of impulse radar technology for biometric applications”, co-supervised with co-worker Dr. Anita Sant’Anna (IS-Lab/CAISR) and Pelle Wiberg (Swedish Adrenaline AB)
Andreas Ranft, M.S. Embedded and Intelligent Systems (15 credits), June 2014
Thesis: “Face Tracking Using Optical Flow”
In cooperation with Information Technology and Systems Management, University of Applied Sciences Salzburg, Austria (double degree program) (http://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-26428)
September 2015: Best Paper Award at the 14th International Conference of the Biometrics Special Interest Group (BIOSIG) to paper presented by the student describing his MSc research: A. Ranftl, F. Alonso-Fernandez, S. Karlsson, “Face Tracking Using Optical Flow. Development of a Real-Time AdaBoost Cascade Face Tracker”, Proc. 14th International Conference of the Biometrics Special Interest Group, BIOSIG, Darmstadt, Germany, 9-11 September, 2015 (http://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-29090)
November 2017: conference paper further extended to a journal publication: A. Ranftl, F. Alonso-Fernandez, S. Karlsson, J. Bigun, “Real-Time AdaBoost Cascade Face Tracker Based on Likelihood Map and Optical Flow”, IET Biometrics, Volume: 6, Issue: 6, pp. 468-477, November 2017 (http://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-33836)
Escuela Politecnica Superior, Universidad Autonoma Madrid, Spain
Ruben Fernandez-de-Sevilla, M.S. Telecommunications Engineering, April 2012
Thesis: Forensic Writer Identification with Allographic Features
(http://arantxa.ii.uam.es/~jms/pfcsteleco/lecturas/20120427RubenFernandezDeSevilla.pdf)
November 2010: results published in conference: R. Fernandez-de-Sevilla, F. Alonso-Fernandez, J. Fierrez, J. Ortega-Garcia, “Forensic Writer Identification Using Allographic Features”, Intl Conf on Frontiers in Handwriting Recognition, ICFHR, Kolkata, India, November 16-18, 2010
September 2010: results published in conference: R. Fernandez-de-Sevilla, F. Alonso-Fernandez, J. Fierrez, J. Ortega-Garcia, “Identificación Forense de Escritor Usando Características de Emisión Alográfica”, V Jornadas de Reconocimiento Biométrico de Personas, VJRBP10, Huesca, Spain, September 2010
Virginia Ruiz-Albacete, M.S. Telecommunications Engineering, September 2010
Thesis: Iris Recognition Using SIFT Features
(http://arantxa.ii.uam.es/~jms/pfcsteleco/lecturas/20100924VirginiaRuiz.pdf)
September 2009: results published in conference: F. Alonso-Fernandez, P. Tome-Gonzalez, V. Ruiz-Albacete, J. Ortega-Garcia, “Iris Recognition Based on SIFT Features”, IEEE Proc. Intl. Conf. on Biometrics, Identity and Security, BIDS, Tampa, FL, Sept 22-23, 2009
May 2008: results published in conference: V. Ruiz-Albacete, P. Tome-Gonzalez, F. Alonso-Fernandez, J. Galbally, J. Fierrez, and J. Ortega-Garcia, “Direct attacks using fake images in iris verification”, Proc. COST 2101 Workshop on Biometrics and Identity Management, BIOID, Roskilde University, Denmark, 7-9 May 2008
September 2008: results published in conference: V. Ruiz-Albacete, P. Tome-Gonzalez, F. Alonso-Fernandez, J. Galbally, J. Fierrez, J. Ortega-Garcia, “Ataques directos usando imágenes falsas en verificación de iris”, IV Jornadas de Reconocimiento Biométrico de Personas, JRBP08, Valladolid, Spain, September 2008
Almudena Gilperez, M.S. Telecommunications Engineering, September 2010
Thesis: Off-line Writer Recognition Using Local and Global Features
(http://arantxa.ii.uam.es/~jms/pfcsteleco/lecturas/20100928AlmudenaGuilperez.pdf)
September 2009: results published in conference: F. Alonso-Fernandez, J. Fierrez, A. Gilperez, J. Ortega-Garcia, “Impact of time variability in off-line writer identification and verification”, Proc. IEEE ISPA, Spec. Sess. on Signal and Image Processing for Biometrics, Salzburg, Austria, 2009-09-16
July 2009: results published in conference: F. Alonso-Fernandez, J. Fierrez, A. Gilperez, J. Galbally and J. Ortega-Garcia, “Robustness of signature verification systems to imitators with increasing skills”, Proc. IAPR International Conference on Document Analysis and Recognition, ICDAR, Barcelona, Spain, 2009-07-26
September 2008: results published in conference: A. Gilperez, F. Alonso-Fernandez, J. Fierrez, J. Ortega-Garcia, “Verificación de firma off-line usando características de contorno”, IV Jornadas de Reconocimiento Biométrico de Personas, JRBP08, Valladolid, Spain, September 2008
August 2008: results published in conference: A. Gilperez, F. Alonso-Fernandez, S. Pecharroman, J. Fierrez, J. Ortega-Garcia, “Off-line signature verification using contour features”, Intl Conf on Frontiers in Handwriting Recognition, ICFHR, Montréal, Québec, August 19-21, 2008
Pedro Tome-Gonzalez, M.S. Telecommunications Engineering, July 2008
Thesis: Automatic Recognition Using Iris Patterns
(http://arantxa.ii.uam.es/~jms/pfcsteleco/lecturas/20080619PedroTome.pdf)
September 2009: results published in conference: F. Alonso-Fernandez, P. Tome-Gonzalez, V. Ruiz-Albacete, J. Ortega-Garcia, “Iris Recognition Based on SIFT Features”, IEEE Proc. Intl. Conf. on Biometrics, Identity and Security, BIDS, Tampa, FL, Sept 22-23, 2009
May 2008: results published in conference: V. Ruiz-Albacete, P. Tome-Gonzalez, F. Alonso-Fernandez, J. Galbally, J. Fierrez, and J. Ortega-Garcia, “Direct attacks using fake images in iris verification”, Proc. COST 2101 Workshop on Biometrics and Identity Management, BIOID, Roskilde University, Denmark, 7-9 May 2008
September 2008: results published in conference: P. Tome-Gonzalez, F. Alonso-Fernandez, J. Ortega-Garcia, “On the effects of time variability in iris recognition”, Intl Conf on Biometrics: Theory, Apps and Systems, BTAS, Washington DC, 2008
September 2008: results published in conference: P. Tome González, F. Alonso Fernández, J. Ortega García, “Efectos de la Variabilidad Temporal en el Reconocimiento de Iris”, IV Jornadas de Reconocimiento Biométrico de Personas, JRBP08, Valladolid, Spain, September 2008
September 2008: results published in conference: V. Ruiz-Albacete, P. Tome-Gonzalez, F. Alonso-Fernandez, J. Galbally, J. Fierrez, J. Ortega-Garcia, “Ataques directos usando imágenes falsas en verificación de iris”, IV Jornadas de Reconocimiento Biométrico de Personas, JRBP08, Valladolid, Spain, September 2008
Susana Pecharroman-Balbas, M.S. Telecommunications Engineering, October 2007.
Thesis: Text-Independent Writer Identification Using Allographic and Textural Features
(http://arantxa.ii.uam.es/~jms/pfcsteleco/lecturas/20071031SusanaPecharroman.pdf)
August 2008: results published in conference: A. Gilperez, F. Alonso-Fernandez, S. Pecharroman, J. Fierrez, J. Ortega-Garcia, “Off-line signature verification using contour features”, Intl Conf on Frontiers in Handwriting Recognition, ICFHR, Montréal, Québec, August 19-21, 2008
Bachelor Students Supervision
School of Information Technology (ITE), Halmstad University, Sweden
Joel Pålsson, Otto Zell, B.Sc. in Computer Science and Engineering, June 2022
Thesis: Fire detection in industrial environments (15c)
Collaboration with the company HMS Industrial Networks AB in Halmstad
December 2022: Best Degree Project Award from Sparbanksstiftelsen Kronan (First prize, 50,000 Swedish crowns) https://sparbanksstiftelsenkronan.se/stipendium-2022
February 2023: results published in conference: O. Zell, J. Pålsson, K. Hernandez-Diaz, F. Alonso-Fernandez, F. Nilsson, “Image-Based Fire Detection in Industrial Environments with YOLOv4”, Proc. 12th International Conference on Pattern Recognition Applications and Methods, ICPRAM, Lisbon, Portugal, Feb 22-24, 2023. http://arxiv.org/abs/2212.04786
August Baaz, Yonan Adnan, B.Sc. in Computer Science and Engineering, June 2022
Thesis: Artificial data for Image classification in industrial applications (15c)
Collaboration with the company HMS Industrial Networks AB in Halmstad
February 2023: results published in conference: A. Baaz, Y. Yonan, K. Hernandez-Diaz, F. Alonso-Fernandez, F. Nilsson, “Synthetic Data for Object Classification in Industrial Applications”, Proc. 12th International Conference on Pattern Recognition Applications and Methods, ICPRAM, Lisbon, Portugal, Feb 22-24, 2023. http://arxiv.org/abs/2212.04790
Anton Persson, Niklas Dymne, B.Sc. in Computer Science and Engineering, August 2021
Thesis: Classification of black plastic granulates using computer vision (15c)
Collaboration with the company Stena Recycling in Halmstad
November 2021: results published in conference: A. Persson, N. Dymne, F. Alonso-Fernandez, “Classification of PS and ABS Black Plastics for WEEE Recycling Applications”, Proc. 8th Intl. Conference on Soft Computing & Machine Intelligence, ISCMI, Cairo, Egypt 26-27 November 2021 (online) http://arxiv.org/abs/2110.12896
Omar Alfakir, Viktor Larsson, B.Sc. in Computer Science and Engineering, August 2021
Thesis: Ambulance CPR Application: Using cross-platform mobile development (15c)
November 2021: results published in conference: O. Alfakir, V. Larsson, F. Alonso-Fernandez, “A Cross-Platform Mobile Application for Ambulance CPR during Cardiac Arrests”, Proc. 8th Intl. Conference on Soft Computing & Machine Intelligence, ISCMI, Cairo, Egypt 26-27 November 2021 (online) http://arxiv.org/abs/2111.04429 (selected as one of the best presentations at the conference)
Erik Wärmegård, B.Sc. in Computer Science and Engineering, May 2020
Thesis: Intelligent chatbot assistant: A study of integration with VOIP and AI (15c)
Collaboration with the company Starbirch AB
Johannes Hägglund, Linus Lerjebo, B.Sc. in Computer Science and Engineering, May 2020
Thesis: Intelligent chatbot assistant: A study of Natural Language Processing and AI (15c)
Collaboration with the company Starbirch AB
Felix Nilsson, B.Sc. in Computer Engineering, May 2019
Thesis: Image Analysis for Smart Manufacturing (15c) (http://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-39856)
Collaboration with the company HMS Industrial Networks AB in Halmstad
May 2019: Best Degree Project Award from Lektor Sten Fåhrés minnesfond (Third prize, 20,000 Swedish crowns)
June 2020: results published in conference, presented by the student: F. Nilsson, J. Jakobsen, F. Alonso-Fernandez, “Detection and Classification of Industrial Signal Lights for Factory Floors”, Proc International Conference on Intelligent Systems and Computer Vision, ISCV, Fez, Morocco, 9-11 June 2020 (online) http://arxiv.org/abs/2004.11187
Frida Femling and Adam Olsson, B.Sc. in Computer Engineering, May 2018
Thesis: Fruit and Vegetable Identification Using Machine Learning (15c) (http://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-37356)
May 2018: Best Degree Project Award from Lektor Sten Fåhrés minnesfond of all engineering programs at Halmstad University (First prize, 25,000 Swedish crowns) (https://www.hh.se/information/nyheter/nyhetsarkiv/2018-05-29-stipendiater-trotsade-regn-och-sprudlade-av-gladje.html)
November 2018: results published in conference: F. Femling, A. Olsson, F Alonso-Fernandez, “Fruit and Vegetable Identification Using Machine Learning for Retail Applications”, Proc. Intl Conf on Signal Image Technology & Internet Based Systems, SITIS, Gran Canaria, Spain, 26-29 Nov 2018. https://arxiv.org/abs/1810.09811
Jonatan Jönsson and Felix Stenbäck, B.Sc. in Computer Engineering, May 2018
Thesis: Surveillance automation with convolutional neural networks (15c)
Daniel Wikdahl, Jonathan Johansson, B.Sc. in Mechatronics Engineering, May 2017
Thesis: “Personal Identification by Radar” (15c)