Multi-agent deep reinforcement learning: a survey S Gronauer, K Diepold Artificial Intelligence Review 55 (2), 895-943, 2022 | 495 | 2022 |
Best practices for QoE crowdtesting: QoE assessment with crowdsourcing T Hossfeld, C Keimel, M Hirth, B Gardlo, J Habigt, K Diepold, P Tran-Gia IEEE transactions on multimedia 16 (2), 541-558, 2013 | 338 | 2013 |
Intelligent laser welding through representation, prediction, and control learning: An architecture with deep neural networks and reinforcement learning J Günther, PM Pilarski, G Helfrich, H Shen, K Diepold Mechatronics 34, 1-11, 2016 | 187 | 2016 |
Analysis operator learning and its application to image reconstruction S Hawe, M Kleinsteuber, K Diepold IEEE Transactions on Image Processing 22 (6), 2138-2150, 2013 | 183 | 2013 |
Artificial cognition in production systems A Bannat, T Bautze, M Beetz, J Blume, K Diepold, C Ertelt, F Geiger, ... IEEE Transactions on automation science and engineering 8 (1), 148-174, 2010 | 160 | 2010 |
Dense disparity maps from sparse disparity measurements S Hawe, M Kleinsteuber, K Diepold 2011 International Conference on Computer Vision, 2126-2133, 2011 | 123 | 2011 |
Qualitycrowd—a framework for crowd-based quality evaluation C Keimel, J Habigt, C Horch, K Diepold 2012 Picture coding symposium, 245-248, 2012 | 121 | 2012 |
First steps towards an intelligent laser welding architecture using deep neural networks and reinforcement learning J Günther, PM Pilarski, G Helfrich, H Shen, K Diepold Procedia Technology 15, 474-483, 2014 | 111 | 2014 |
Surveillance video camera enhancement system S Edelson, K Diepold US Patent App. 09/985,544, 2002 | 97 | 2002 |
A new method for binaural 3-D localization based on HRTFs F Keyrouz, Y Naous, K Diepold 2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006 | 87 | 2006 |
Step detection and parameterization for gait assessment using a single waist-worn accelerometer C Soaz, K Diepold IEEE Transactions on Biomedical Engineering 63 (5), 933-942, 2015 | 59 | 2015 |
An enhanced binaural 3D sound localization algorithm F Keyrouz, K Diepold 2006 IEEE International Symposium on Signal Processing and Information …, 2006 | 56 | 2006 |
Depth map compression via compressed sensing M Sarkis, K Diepold 2009 16th IEEE International Conference on Image Processing (ICIP), 737-740, 2009 | 53 | 2009 |
The TUM high definition video datasets C Keimel, A Redl, K Diepold 2012 Fourth international workshop on quality of multimedia experience, 97-102, 2012 | 50 | 2012 |
No-reference video quality metric for HDTV based on H. 264/AVC bitstream features C Keimel, M Klimpke, J Habigt, K Diepold 2011 18th IEEE International Conference on Image Processing, 3325-3328, 2011 | 49 | 2011 |
No-reference video quality evaluation for high-definition video C Keimel, T Oelbaum, K Diepold 2009 IEEE International Conference on Acoustics, Speech and Signal …, 2009 | 49 | 2009 |
Comparison of motion de-blur algorithms and real world deployment S Schuon, K Diepold Acta Astronautica 64 (11-12), 1050-1065, 2009 | 46 | 2009 |
Binaural source localization and spatial audio reproduction for telepresence applications F Keyrouz, K Diepold PRESENCE: Teleoperators and Virtual Environments 16 (5), 509-522, 2007 | 44 | 2007 |
Rule-based no-reference video quality evaluation using additionally coded videos T Oelbaum, C Keimel, K Diepold IEEE Journal of selected topics in signal processing 3 (2), 294-303, 2009 | 43 | 2009 |
A new HRTF interpolation approach for fast synthesis of dynamic environmental interaction F Keyrouz, K Diepold Journal of the Audio Engineering Society 56 (1/2), 28-35, 2008 | 43 | 2008 |