Research

P1 Publications

  • Understanding Social Behavior in Dyadic and Small Group Interactions

    ChaLearn LAP Challenges on Self-Reported Personality Recognition and Non-Verbal Behavior Forecasting During Social Dyadic Interactions: Dataset, Design, and Results

    Cristina Palmero, German Barquero, Julio C. S. J. Junior, Albert Clapés, Johnny Núñez, David Curto, Sorina Smeureanu, Javier Selva, Zejian Zhang, David Saeteros, David Gallardo-Pujol, Georgina Guilera, David Leiva, Feng Han, Xiaoxue Feng, Jennifer He, Wei-Wei Tu, Thomas B. Moeslund, Isabelle Guyon, Sergio Escalera

  • Aarhus Universitetsforlag

    Kunstig intelligens bagfra (Book)

    Anders Søgaard

  • Osteoarthritis and Cartilage

    MULTI-INSTITUTIONAL LARGE-SCALE VALIDATION OF 8 METHODS FOR AUTOMATIC KNEE MRI SEGMENTATION FOR USE IN CLINICAL TRIALS

    Erik B. Dam, Arjun Desai, Cem M. Deniz, Haresh R. Rajamohan, Ravinder R. Regatte, Claudia Iriondo, Valentina Pedoia, Sharmila Majumdar, Mathias Perslev, Christian Igel, Akshay Pai, Sibaji Gaj, Mingrui Yang, Kunio Nakamura, Xiaojuan Li, Hasan Maqbool, Ismail Irmakci, Sang-Eun Song, Ulas Bagci, Brian A. Hargreaves, Garry E. Gold, Akshay Chaudhari

  • Sensors 2022

    Anomaly Detection for Agricultural Vehicles Using Autoencoders

    Esma Mujkic, Mark P. Philipsen, Thomas B. Moeslund, Martin P. Christiansen, Ole Ravn

  • Water 2022

    Autoencoders for Semi-Supervised Water Level Modeling in Sewer Pipes with Sparse Labeled Data

    Ferran P. Rius, Mark P. Philipsen, Josep M. M. Tur, Thomas B. Moeslund, Cecilio A. Bahón, Marc Casas

  • IEEE Robotics and Automation Letters

    Navigation-Oriented Scene Understanding for Robotic Autonomy: Learning to Segment Driveability in Egocentric Images

    Galadrielle Humblot-Renaux, Letizia Marchegiani, Thomas B. Moeslund, Rikke Gade

  • International Journal of Computer Integrated Manufacturing

    Utilization of acoustic signals with generative Gaussian and autoencoder modeling for condition-based maintenance of injection moulds

    Georg Ø. Rønsch, Iván López-Espejo, Daniel Michelsanti, Yuying Xie, Petar Popovski, Zheng-Hua Tan

  • Proceedings of the ACM on Human-Computer Interaction

    PACMHCI V6, ETRA, May 2022 Editorial

    Hans Gellersen, Enkelejda Kasneci, Krzysztof Krejtz, Daniel Weiskopf

  • Sensors 2022

    Imitating Emergencies: Generating Thermal Surveillance Fall Data Using Low-Cost Human-like Dolls

    Ivan Nikolov, Jinsong Liu, Thomas B. Moeslund

  • Remote Sensing

    Above-Ground Biomass Prediction for Croplands at a Sub-Meter Resolution Using UAV–LiDAR and Machine Learning Methods

    Jaime C. Revenga, Katerina Trepekli, Stefan Oechmcke, Rasmus Jensen, Lei Li, Christian Igel, Fabian C. Gieseke, Thomas Friborg

  • Sensors 2022

    Clothing Insulation Rate and Metabolic Rate Estimation for Individual Thermal Comfort Assessment in Real Life

    Jinsong Liu, Isak W. Foged, Thomas B. Moeslund

  • IEEE Transactions on Pattern Analysis and Machine Intelligence

    Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization

    Jiyang Xie, Zhanyu Ma, Jianjun Lei, Guoqiang Zhang, Jing-Hao Xue, Zheng-Hua Tan, Jun Guo

  • ISPRS Journal of Photogrammetry and Remote Sensing

    TimeMatch: Unsupervised cross-region adaptation by temporal shift estimation

    Joachim Nyborg, Charlotte Pelletier, Sébastien Lefèvre, Ira Assent

  • Automation in Construction

    Multi-scale hybrid vision transformer and Sinkhorn tokenizer for sewer defect classification

    Joakim B. Haurum, Meysam Madadi, Sergio Escalera, Thomas B. Moeslund

  • Journal of Computational Social Science

    Group-specific behavior change following terror attacks

    Jonas L. Juul, Laura M. Alessandretti, Jesper Dammeyer, Ingo Zettler, Sune Lehmann J., Joachim Mathiesen

  • Nature Scientific reports

    Noise-assisted variational quantum thermalization

    Jonathan Foldager, Arthur Pesah, Lars K. Hansen

  • FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency

    From Demo to Design in Teaching Machine Learning

    Karl-Emil K. Bilstrup, Magnus H. Kaspersen, Ira Assent, Simon Enni, Marianne G. Petersen

  • The journal of Machine Learning for Biomedical Imaging

    Quantifying Topology In Pancreatic Tubular Networks From Live Imaging 3D Microscopy

    Kasra Arnavaz, Oswin Krause, Kilian Zepf, Jakob A. Bærentzen, Jelena M. Krivokapic, Silja Heilmann, Pia Nyeng, Aasa Freagen

  • One earth

    Rising temperatures erode human sleep globally

    Kelton Minor, Andreas Bjerre-Nielsen, Sigga S. Jonasdottir, Sune Lehmann J., Nick Obradovich

  • Frontiers in Neuroscience

    Uncovering Cortical Units of Processing From Multi-Layered Connectomes

    Kristoffer J. Albers, Matthew G. Liptrot, Karen S. Ambrosen, Rasmus Røge, Tue Herlau, Kasper W. Andersen, Hartwig R. Siebner, Lars K. Hansen, Tim B. Dyrby, Kristoffer H. Madsen, Mikkel N. Schmidt, Morten Mørup

  • Frontiers in Handwriting Recognition (ICFHR 2022)

    Date Recognition in Historical Parish Records

    Laura C. Piqueras, Constanza Fierro, Jonas F. Lotz, Phillip Rust, Joen Rommedahl, Jeppe K. Due, Christian Igel, Desmond Elliott, Carsten B. Pedersen, Israfel Salazar, Anders Søgaard

  • IEEE Access

    Training Data-Driven Speech Intelligibility Predictors on Heterogeneous Listening Test Data

    Mathias B. Pedersen, Asger H. Andersen, Søren H. Jensen, Zheng-Hua Tan, Jesper Jensen

  • Proceedings of the ACM on Human-Computer Interaction

    Exploring Gaze for Assisting Freehand Selection-based Text Entry in AR

    Mathias N. Lystbæk, Ken Pfeuffer, Jens E. S. Grønbæk, Hans Gellersen

  • Proceedings of the ACM on Human-Computer Interaction

    Gaze-Hand Alignment: Combining Eye Gaze and Mid-Air Pointing for Interacting with Menus in Augmented Reality

    Mathias N. Lystbæk, Peter Rosenberg, Ken Pfeuffer, Jens E. Grønbæk, Hans Gellersen

  • Journal of Sleep Research

    Automatic detection of abnormal sleeping patterns in stroke patients using high-frequency sleep staging

    Mathias Perslev, Anders S. West, Sofie A. Simonsen, Laura B. Ponsaing, Helle K. Iversen, Christian Igel, Poul J. Jennum