JOURNAL ARTICLES
Álvarez Casado, Bordallo López M (2023) Face2PPG: An Unsupervised pipeline for real-time robust blood volume pulse extraction from faces IEEE Journal of Biomedical and Health Informatics
Melo W.C, Granger E., Bordallo López M, (2023) Automatic Facial Expression Analysis Using Decomposed Multiscale Spatiotemporal Networks Expert Systems with Applications, Elsevier
Álvarez Casado C, Lage Cañellas M, Bordallo López M (2023) Depression Recognition using remote photoplethysmography from facial videos IEEE Transactions of Affective Computing
Wu X, Bordallo Lopez M, Feng X, Zhang X, Liu L, (2022) TALKIN-Family: A comprehensive Audio-Visual Kinship Dataset IEEE Transactions on Man and Cybernetics
Taleb T, Benzaid C, Bordallo Lopez M, Mikhaylov K, Tarkoma S, Kostakos P, Mahmood NH, Pirinen P, Matinmikko-Blue M, Latva-Aho M, Pouttu A (2022) 6G System Architecture - A Service of Services Vision ITU JOURNAL ON FUTURE AND EVOLVING TECHNOLOGIES -FUTURE OF NETWORKING BEYOND 2030
Wu X, Feng X, Cao, X, Xu X, Hu D, Bordallo López M, Liu, L (2022) Facial Kinship Verification: A Comprehensive Review and Outlook INTERNATIONAL JOURNAL OF COMPUTER VISION [PDF]
Makelä S-M, Lämsä A., Keränen J.S, Liikka J, Ronkainen J, Peltola J, Haikio J, Jarvinen S, Bordallo López M, (2021) Introducing VTT-ConIoT: A Realistic Dataset for Activity Recognition of Construction Workers Using IMU devices MDPI SUSTAINABILITY [PDF] [Dataset]
Álvarez Casado C. & Bordallo López M. (2021) Real-time face alignment: evaluation methods, training strategies and implementation optimization SPRINGER JOURNAL OF REAL-TIME IMAGE PROCESSING [PDF] [Gitlab] [Download models] Videos: [Dlib] [OpenCV] [Model quantization]
Melo W.C, Granger E., Bordallo López M, (2021) MDN: A Deep Maximization-Differentiation Network for Spatio-Temporal Depression Detection IEEE TRANSACTIONS ON AFFECTIVE COMPUTING [PDF] [Github]
Kallio, J, Vildjiounaite, E, Kantorovitch J, Kinnula A, Bordallo López M, (2021) Unobtrusive continuous stress detection in knowledge work – Statistical analysis on user acceptance MDPI SUSTAINABILITY [PDF] [Survey Data]
Telli H, Sbaa S., Bekhouche S.E., Dornaika F., Taleb-Ahmed A, Bordallo López M. (2021) A Novel Multi-Level Pyramid Co-Variance Operators for Estimation of Personality Traits and Job Screening Scores IETA TRAITEMENT DU SIGNAL [PDF]
Tavakolian M., Bordallo López M, Liu L. (2020) Self-supervised pain intensity estimation from facial videos via statistical spatiotemporal distillation ELSEVIER PATTERN RECOGNITION LETTERS [PDF]
Marko Palviainen, Tatu Harviainen, Miguel Bordallo López, Jani Mäntyjärvi,(2020) Boosting Business with Machine Learning based Automated Visual Data Processing: Results of Finnish Company Interviews IEEE ACCESS [PDF]
Alorwu A, vanBerkel N, Goncalves J, Oppenlaender J, Bordallo López M, Seetharaman M, Hosio S.(2020) Crowdsourcing Sensitive Data using Public Displays Opportunities, Challenges, and Considerations PERSONAL AND UBIQUITOUS COMPUTING [PDF]
Álvarez Casado C. & Bordallo López M. (2019) Face alignment: Improving the accuracy of fast models using domain-specific unlabeled data and a teacher-pupil scheme IET ELECTRONIC LETTERS [PDF]
Bordallo López M, Hadid A, Boutellaa E.,. Goncalves J., Hosio, S, & Kostakos V. (2018) Kinship Verification from Still Images and Videos: Human vs. Machine MACHINE VISION AND APPLICATIONS [PDF]
Bordallo López M, Boutellaa E., Hadid, A (2016). Comments on the Kinship Face in the Wild Data Sets IEEE TRANSACTIONS OF PATTERN ANALYSIS AND MACHINE INTELLIGENCE [PDF]
Bordallo López M, Nieto A., Boutellier J., Hannuksela J, & Silvén O.(2014) Evaluation of LBP computing in multiple architectures. JOURNAL OF REAL-TIME IMAGE PROCESSING [PDF]
Hietaniemi, R., Bordallo López M., Hannuksela J., & Silvén O. (2013). A real-time system for lumber strenght prediction. FOREST PRODUCT JOURNAL
Bordallo López M., Hannuksela J., Silvén O. & Vehviläinen M. (2012). Interactive multi-frame image reconstruction for mobile devices. JOURNAL OF MULTIMEDIA TOOLS AND APPLICATIONS
REVIEW ARTICLES
Wu X, Feng X, Cao X, Xu X, Hu D, Bordallo Lopez M, Liu L,(2022) Facial Kinship Verification: A Comprehensive Review and Outlook INTERNATIONAL JOURNAL OF COMPUTER VISION, IJCV
Thevenot, Jérôme, Bordallo López M, Hadid, A (2017). A survey on computer vision for assistive medical diagnosis from faces IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS [PDF]
BOOK SECTIONS
Bordallo López M, Álvarez Casado C, Susarla P, Lage M, Nguyen L (2023) Nonwearable stationary systems for movement disorders Handbook of digital technologies in Movement disorders. ELSEVIER (in print)
Bordallo López M, (2016) Mobile platform challenges in interactive computer vision applications. Multi-Core Computer Vision and Image Processing for Intelligent Applications. IGI GLOBAL
CONFERENCE PROCEEDINGS
Loven L, Shahid HF, Nguyen L, Harjula E, Silvén, O, Pirttikangas S, & Bordallo López, M. (2023). Semantic Slicing across the distributed intelligent 6G wireless networks. IEEE SECON Workshops 2023
Nguyen, N., Nguyen, L., Casado, C. Á., Silvén, O., & Bordallo López, M. (2023). Non-Contact Heart Rate Measurement from Deteriorated Videos. IEEE 28th Int. Conf. on Emerging Technologies and Factory Automation
Schilling M.P, Klinger L, Schumacher U, Schmelzer S, Bordallo López M, Nestler B, Reischl M AI2Seg: A Method and tool for AI-based annotation inspection of biomedical instance segmentation datasets International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC
Susarla P, Jokinen M, Tervo N, Leinonen ME, Bordallo Lopez M, Juntti M, Silven O. Learning Human-Blockage Direction Prediction from Indoor mmWave Radio Measurements IEEE International Conference on Communications Workshops (ICC Workshops)
Álvarez Casado C, Nguyen L, Lage M, Silvén O, Bordallo López M (2023) Assessing the feasibility of remote photoplethysmography through videocalls: A study of network and computing constraints Scandinavian Conference in Image Processing SCIA
Dark E, Saleem U, Lämsä M, Álvarez Casado C, Bordallo Lopez M, (2022) Heart rate estimation from noisy PPGs using 1D/2D conversion and transfer learning 5th workshop in Computing for Well-Being, WellComp22, UbiComp/ISWC 2022 Workshop
Nguyen L, Lage Cañellas M, Álvarez Casado C, Wu X, Bordallo Lopez M, (2022) Synchrony-based Depression Score Aggregation from Single-Modality Models 5th workshop in Computing for Well-Being, WellComp22, UbiComp/ISWC 2022 Workshop
Lämsä A,,Tervonen J. Liikka J, Bordallo Lopez M, (2022) Video2IMU: Realistic IMU features and signals from videos IEEE Int. conf. on Wearable and Implantable Body Sensor Networks (also preprint in arXiv:2202.0654)
Nguyen L, Alvarez Casado C, Bordallo Lopez, M (2022) Identification, Activity, and Biometric Classification using Radar-based Sensing IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2022)
Lämsä, A., Tervonen, J., Liikka, J., Álvarez Casado, C, & Bordallo López, M (2022). Video2IMU: Realistic IMU features and signals from videos. IEEE-EMBS 17th International Conference on Wearable and Implantable Body Sensor Networks (BSN’22)
Álvarez Casado C, Paananen P, Siirtola P, Pirttikangas S, Bordallo López M (2021). Meditation detection using sensors from wearable devices. Wellcomp'21 - Ubicomp 4th International Workshop on Computing for Well-being. [PDF]
Hettiachchi D., van Berkel N., Hosio S. Bordallo López M., Kostakos V., Goncalves J. (2020) Augmenting automated kinship verification with targeted human-input. The Pacific Asia Conference on Information Systems (PACIS) [PDF]
Melo W.C, Granger E., Bordallo López M, (2020) Encoding Temporal Information for Automatic Depression Recognition from Facial Analysis International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 [PDF]
Safarpour M., Hautala I., Bordallo López M., and Silvén O. (2019) Transport Triggered Array Processor for Vision Applications, International Conference on Embedded Computer Systems, SAMOS XIX, Greece [PDF]
Hosio S., Alorwu A., van Berkel N., Bordallo López M., Seetharaman M., Oppenlaender J., Goncalves J. (2019) Fueling AI with Public Displays? A Feasibility Study of Collecting Biometrically Tagged Consensual Data on a University Campus, ACM International Symposium on Pervasive Displays (PerDis’19). [PDF]
Bordallo López M, del Blanco C.R. (2017). Detecting exercise-induced fatigue using thermal imaging and deep learning IEEE International Conference on Image Processing Theory Tools and Applications. IPTA Montreal [PDF]
Kaippala J, Bordallo López M, Saarakkala S & Thevenot J. (2017) Automatic segmentation of bone tissue using volumetric local binary patterns Scandinavian Conference in Image Analysis, SCIA, Tromso, Norway [PDF]
Boutellaa E, Bordallo López M, Ait-Aoudia S, Feng X, Hadid, A. (2016) Kinship verification from videos using texture spatio-temporal features and deep learning. International Conference on Biometrics [PDF]
Yang, R., Bordallo López M., Boutellaa, E.,S. Tong, Peng, J., Feng, X., Hadid A. (2016) On Pain Assessment from Facial Videos Using Spatio-Temporal Local Descriptors. IEEE International Conference on Image Processing Theory Tools and Applications. IPTA, Oulu [PDF]
Wu X., Boutellaa E., Bordallo López., Feng X , Hadid A., (2016) On the Usefulness of Color for Kinship. IEEE International Workshop on Information Forensics and Security (WIFS, Abu Dhabi) [PDF]
Bordallo López M, Nieto A., Boutellier J., Silvén O, López Vilariño, D.(2015). Reconfigurable computing for future vision-capable devices. International Conference on Embedded Computer Systems, I SAMOS XV [PDF]
Tayanov, V, Granger E. Bordallo López M, Hadid A..(2015). Super-Resolution pipeline for fast adjudication in watchlist screening. IEEE International Conference on Image Processing Theory Tools and Applications. IPTA [PDF]
Álvarez Casado C., Bordallo López M, Holappa J., Pietikäinen M.,(2015) Face Detection and Recognition for Smart Glasses International Symposium on Consumer Electronics (ISCE), Madrid, June 2015 [PDF]
Hadid, A, Ylioinas, J., Bordallo López, M. (2014). Face and texture analysis using local descriptors: A comparative analysis. IEEE International Conference on Image Processing Theory Tools and Applications. IPTA [PDF]
Bordallo López M, , Hannuksela J, Silvén O & Fan L (2012). Head-tracking virtual 3-D display for mobile devices. IEEE Computer Vision and Pattern Recognition Workshops: Embedded Vision Workshop (CVPR12), Providence, Rhode Island, [PDF]
Bordallo López M, Niemelä K, Silvén O & Vehviläinen M (2012). GPGPU-based surface inspection from structured white light. Proc. IS&T/SPIE Electronic Imaging: Parallel Processing for Imaging Applications 2012, San Francisco, California,
Bordallo López M, Hannuksela J, Silvén O (2011). Mobile feature-cloud panorama construction for image recognition applications. Int. Workshop on Applications, Systems, and Services for Camera Phone Sensing, Mobiphoto (INSS2011), Peng Hu, Taiwan
Bordallo López M, Hannuksela J, Silvén O & Vehviläinen M (2011). Multimodal sensing-based camera applications. Proc. IS&T/SPIE Electronic Imaging, Multimedia on Mobile Devices 2011, San Francisco, California,
Bordallo López M, Henri Nykänen, Hannuksela J, Silvén O & Vehviläinen M (2011). Accelerating image recognition on mobile devices using GPGPU. Proc. IS&T/SPIE Electronic Imaging Parallel Processing for Imaging Applications 2011, San Francisco, California,
Bordallo López M, Hannuksela J, Silvén O & Vehviläinen M (2009). Graphics hardware accelerated panorama builder for mobile phones. Proc. IS&T/SPIE Electronic Imaging: Multimedia on Mobile Devices 2009, San Jose, California,
Silvén O, Hannuksela J, Bordallo López M, Turtinen M, Niskanen M, Boutellier J, Vehviläinen M (2008). New video applications on mobile communication devices. Proc. IS&T/SPIE Electronic Imaging Multimedia on Mobile Devices 2008, San Jose, California,
Bordallo López M, Boutellier J & Silvén O (2007). Implementing mosaic stitching on mobile phones. Proc. Finnish Signal Processing Symposium 2007 (FINSIG2007), August.
Boutellier J, Bordallo López M, Silvén O, Tico M & Vehviläinen M (2007). Creating panoramas on mobile phones. Proc. IS&T/SPIE Electronic Imaging, Multimedia on Mobile Devices 2007, San Jose, California,
POPULARISED ARTICLES
Kasvoanalyysi lääkärin avuksi, KALEVA newspaper and SLUSH’16 presentation 29 November, 2016 [LINK]
Silvén O, Turtinen M, Hannuksela J, Bordallo López M & Niskanen M (2008). Video analysis tools on mobile communication devices. SPIE Newsroom: Electronic Imaging & Signal Processing. [LINK]
THESES (MONOGRAPHS)
Bordallo López M. (2014). Designing for energy-efficient vision-based interactivity on mobile devices Doctoral Dissertation, 166p, University of Oulu, Finland 2014 [PDF]
Bordallo López M.(2010). Panorama Imaging for Mobile phones Master’s Thesis, 58p, University of Oulu, Finland 2010
EDITOR IN INTERNATIONAL CONFERENCE PROCEEDINGS
Spathis D, Gashi S, Bordallo López M, (Organizers) (2022) 5th Workshop on Computing for Well-Being (@ UBICOMP'22)
Carbonneau M.A., Bordallo López M, Granger E., (Editors) (2017) Proceedings of the 7th IEEE International Conference on Image Processing Theory, Tools and Applications (IPTA)
Bordallo López M, Hadid A. Pietikäinen M.(Editors) (2016) Proceedings of the 6th IEEE International Conference on Image Processing Theory, Tools and Applications (IPTA)
DATASETS
Makelä S-M, Lämsä A., Keränen J.S, Liikka J, Ronkainen J, Peltola J, Bordallo López M (2021) VTT-ConIoT, HAR for construction (Zenodo DOI)
Kallio J, Vildjiounaite E, Kantorovitch J, Kinnula A, Bordallo López M, (2021) Technology acceptance for stress monitoring ) (Zenodo DOI)
Sormunen T, Okkonen M, Lämsä A, Bordallo López M, (2021) VTT-Coffee, Microscopy images of coffee for particle detection (Zenodo DOI)