MIDL 2021

 
International Conference on
Medical Imaging with Deep Learning
5. bis 7. Juli 2021

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2020
Buzug T.M., Handels H., Klein S., Mertins A. (eds.)
Student Conference Proceedings 2020: 9th Conference on Medical Engineering Science and 5th Conference on Medical Informatics and 3rd Conference on Biomedical Engineering and 2nd Conference on Auditory Technology
Infinite Science Publishing, Lübeck, 2020
Henselmeyer S., Grzegorzek M.
Short-term Load Forecasting with Discrete State Hidden Markov Models
Journal of Intelligent & Fuzzy Systems, 38, 2, 2273-2284, 2020
Irshad M.T., Nisar M.A., Gouverneur P., Rapp M., Grzegorzek M.
AI Approaches towards Prechtl’s Assessment of General Movements: A Systematic Literature Review
Sensors, 20, 18, 5321, 2020
Khan M.H., Zöller M., Farid M.S., Grzegorzek M.
Marker-Based Movement Analysis of Human Body Parts in Therapeutic Procedure
Sensors, 20, 11, 3312, 2020
Khan M.H., Farid M.S., Grzegorzek M.
A Non-linear View Transformations Model for Cross-view Gait Recognition
Neurocomputing, 402, 100-111, 2020
Li F., Shirahama K., Nisar M.A., Huang X., Grzegorzek M.
Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification
Sensors, 20, 15, 4271, 2020
Liebenow L., Twesten C., Grzegorzek M.
Transforming Nutrition Databases Towards Semantically Consistent Content Classification
In: Buzug T.M., Handels H., Klein S., Mertins A. (eds.), Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 147-150, 2020
Nisar M.A., Shirahama K., Li F., Huang X., Grzegorzek M.
Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition
Sensors, 20, 12, 3463, 2020
Yang C., Indurkhya B., See J., Grzegorzek M.
Towards Automatic Skeleton Extraction with Skeleton Grafting
IEEE Transactions on Visualization and Computer Graphics, 1, 2020
2019
Delforouzi A., Holighaus D., Grzegorzek M.
Deep Learning for Object Tracking in 360 Degree Videos
In: 11th International Conference on Computer Recognition Systems (CORES 2019), Polanica-Zdrój, Poland, Progress in Computer Recognition Systems, Springer, 205-213, 2019
Delforouzi A., Tabatabaei S.A.H., Shirahama K., Grzegorzek M.
A Polar Model for Fast Object Tracking in 360-Degree Camera Images
Multimedia Tools and Applications, 78, 7, 9275-9297, 2019
Hozhabr Pour H., Wegmeth L., Kordes A., Grzegorzek M., Wismüller R. (eds.)
Feature Extraction and Classification of Sensor Signals in Cars Based on a Modified Codebook Approach
11th International Conference on Computer Recognition Systems (CORES 2019), Springer, Polanica-Zdrój, Poland, 2019
Khan M.H., Farid M.S., Grzegorzek M.
Spatiotemporal Features of Human Motion for Gait Recognition
Signal, Image and Video Processing, 13, 2, 369-377, 2019
Kosov S., Shirahama K., Grzegorzek M.
Labeling of Partially Occluded Regions via the Multi-Layer CRF
Multimedia Tools and Applications, 78, 2, 2551-2569, 2019
Kowalewska N., Łagodziński P., Grzegorzek M. (eds.)
Electromyography-based Translator of the Polish Sign Language
7th International Conference on Information Technologies in Biomedicine (ITIB 2019), Springer, Kamień Śląski, Poland, 2019
Tabatabaei S.A.H., Delforouzi A., Khan M.H., Wesener T., Grzegorzek M.
Automatic Detection of the Cracks on the Concrete Railway Sleepers
International Journal of Pattern Recognition and Artificial Intelligence, 33, 9, 2019
Trzepacz M., Łagodziński P., Grzegorzek M. (eds.)
Electrooculography Application in Vision Therapy Using Smart Glasses
7th International Conference on Information Technologies in Biomedicine (ITIB 2019), Springer, Kamień Śląski, Poland, 2019
2018
Bullmann M., Fetzer T., Ebner F., Deinzer F., Grzegorzek M.
Fast Kernel Density Estimation Using Gaussian Filter Approximation
In: International Conference on Information Fusion (FUSION) 2018, Cambridge, United Kingdom, IEEE, 1233-1240, 2018
Delforouzi A., Pamarthi B., Grzegorzek M.
Training-Based Methods for Comparison of Object Detection Methods for Visual Object Tracking
Sensors, 18, 11, 3994, 2018
Fetzer T., Ebner F., Bullmann M., Deinzer F., Grzegorzek M.
Smartphone-Based Indoor Localization within a 13th Century Historic Building
Sensors, 18, 12, 2018
Grünewald A., Li F., Kampling H., Krönert D., Pöhler J., Littau J., Schnieber K., Piet A., Niehaves B., Grzegorzek M. et al.
Biomedical Data Acquisition and Processing to Recognize Emotions for Affective Learning
In: 18th IEEE International Conference on BioInformatics and BioEngineering (BIBE 2018), Taichung, Taiwan, IEEE, 2018
Grzegorzek M., Gertych A., Aumayr G., Piętka E.
Special Issue on Active and Assisted Living
Computers in Biology and Medicine (Elsevier, IF: 2.115), Elsevier, 95, 234-306, 2018
Grzegorzek M., Gertych A., Aumayr G., Piętka E.
Trends in Active and Assisted Living - Open hardware architecture, Human Data Interpretation, intervention and assistance.
Computers in biology and medicine, 95, 234-235, 2018
Khan M.H., Helsper J., Farid M.S., Grzegorzek M.
A computer vision-based system for monitoring Vojta therapy.
International journal of medical informatics, 113, 85-95, 2018
Abstract
Khan M.H., Farid M.S., Zahoor M., Grzegorzek M.
Cross- View Gait Recognition Using Non-Linear View Transformations of Spatiotemporal Features
In: 25th IEEE International Conference on Image Processing (ICIP) 2018, Athens, Greece, IEEE, 773-777, 2018
Khan M.H., Schneider M., Farid M.S., Grzegorzek M.
Detection of Infantile Movement Disorders in Video Data Using Deformable Part-Based Model.
Sensors (Basel, Switzerland), 18, 10, 2018
Abstract
Khan M.H., Farid M.S., Grzegorzek M.
Spatiotemporal features of human motion for gait recognition
Signal, Image and Video Processing, 2018
Khan M.H., Farid M.S., Grzegorzek M.
Using a generic model for codebook-based gait recognition algorithms
In: International Workshop on Biometrics and Forensics (IWBF) 2018, Sassari, Italy, IEEE, 1-7, 2018
Köping L., Shirahama K., Grzegorzek M.
A general framework for sensor-based human activity recognition.
Computers in biology and medicine, 95, 248-260, 2018
Abstract
Kosov S., Shirahama K., Li C., Grzegorzek M.
Environmental microorganism classification using conditional random fields and deep convolutional neural networks
Pattern Recognition, 77, 248-261, 2018
Krönert D., Grünewald A., Li F., Grzegorzek M., Brück R.
Sensor Headband for Emotion Recognition in a Virtual Reality Environment
In: 6th International Conference on Information Technologies in Biomedicine (ITIB 2018), Kamień Śląski, Poland, Springer, 539-548, 2018
Lagodzinski P., Shirahama K., Grzegorzek M.
Codebook-based electrooculography data analysis towards cognitive activity recognition.
Computers in biology and medicine, 95, 277-287, 2018
Abstract
Li F., Shirahama K., Nisar M.A., Köping L., Grzegorzek M.
Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors.
Sensors (Basel, Switzerland), 18, 2, 2018
Abstract
Yang C., Flak O., Grzegorzek M.
Representation and Matching of Team Managers: An Experimental Research
IEEE Transactions on Computational Social Systems, 5, 2, 311-323, 2018

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