Publications

Page 1 of 2.

Jean-Francois Nies; Syed Tahseen Raza Rizvi; Mohsin Munir; Ludger van Elst; Andreas Dengel
Knowledge-aware Object Detection in Traffic Scenes
In: INSTICC (Hrsg.). Proceedings of the 16th International Conference on Agents and Artificial Intelligence. International Conference on Agents and Artificial Intelligence (ICAART-2024), February 24-26, Rome (ONLINE), Italy, ISBN 978-989-758-680-4, SciTePress, 2/2024.
Dominique Mercier; Adriano Lucieri; Mohsin Munir; Andreas Dengel; Sheraz Ahmed
PPML-TSA: A modular privacy-preserving time series classification framework
In: Software Impacts (SIMPA), Vol. 1, Pages 1-10, Elsevier, 4/2022.
Abdul Hannan Khan; Mohsin Munir; Ludger van Elst; Andreas Dengel
F2DNet: Fast Focal Detection Network for Pedestrian Detection
In: 26th International Conference on Pattern Recognition 2022. International Conference on Pattern Recognition (ICPR-2022), August 21-25, Montréal, Québec, Canada, IEEE, 2022.
Nabeel Khalid; Fabian Schmeisser; Mohammadmahdi Koochali; Mohsin Munir; Christoffer Edlund; Rickard Sjögren; Andreas Dengel; Sheraz Ahmed
Point2Mask: A Weakly Supervised Approach for Cell Segmentation using Point Annotation
In: 2022 Annual Conference on Medical Image Understanding and Analysis. Medical Image Understanding and Analysis (MIUA-2022), July 25-29, Cambridge, United Kingdom, MIUA, 2022.
Nabeel Khalid; Mohammadmahdi Koochali; Vikas Rajashekar; Mohsin Munir; Christoffer Edlund; Rickard Sjögren; Andreas Dengel; Sheraz Ahmed
DeepMuCS: A Framework for Co-culture Microscopic Image Analysis: From Generation to Segmentation
In: 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI). IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI-2022), September 27-30, Ioannina, Greece, IEEE BHI-BSN 2022, 2022.
Julian Wörmann; Daniel Bogdoll; Etienne Bührle; Han Chen; Evaristus Fuh Chuo; Kostadin Cvejoski; Ludger van Elst; Philip Gottschall; Stefan Griesche; Christian Hellert; Christian Hesels; Sebastian Houben; Tim Joseph; Niklas Keil; Johann Kelsch; Hendrik Königshof; Erwin Kraft; Leonie Kreuser; Kevin Krone; Tobias Latka; Denny Mattern; Stefan Matthes; Mohsin Munir; Moritz Nekolla; Adrian Paschke; Maximilian Alexander Pintz; Tianming Qiu; Faraz Qureishi; Syed Tahseen Raza Rizvi; Jörg Reichardt; Laura von Rueden; Stefan Rudolph; Alexander Sagel; Tobias Scholl; Gerhard Schunk; Hao Shen; Hendrik Stapelbroek; Vera Stehr; Gurucharan Srinivas; Anh Tuan Tran; Abhishek Vivekanandan; Ya Wang; Florian Wasserrab; Tino Werner; Christian Wirth; Stefan Zwicklbauer
Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey
arXiv, 2022.
Dominique Mercier; Adriano Lucieri; Mohsin Munir; Andreas Dengel; Sheraz Ahmed
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification
In: IEEE Transactions on Industrial Informatics, Vol. 18, No. 11, Pages 7834-7842, IEEE, 11/2021.
Sebastian Palacio; Adriano Lucieri; Mohsin Munir; Sheraz Ahmed; Jörn Hees; Andreas Dengel
XAI Handbook: Towards a Unified Framework for Explainable AI
In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops. International Conference on Computer Vision (ICCV-2021), Online, Computer Vision Foundation, 10/2021.
Nabeel Khalid; Mohsin Munir; Christoffer Edlund; Timothy R Jackson; Johan Tryggy; Rickard Sjögren; Andreas Dengel; Sheraz Ahmed
DeepCIS: An end-to-end Pipeline for Cell-type aware Instance Segmentation in Microscopic Images
In: IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI’21) JOINTLY ORGANISED WITH THE 17TH IEEE-EMBS INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN’21). IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI-2021), July 27-30, Athens, Europe, Greece, ISBN 978-1-6654-4770-6, IEEE, 8/2021.
Nabeel Khalid; Mohsin Munir; Christoffer Edlund; Timothy R Jackson; Johan Tryggy; Rickard Sjögren; Andreas Dengel; Sheraz Ahmed
DeepCeNS: An end-to-end Pipeline for Cell and Nucleus Segmentation in Microscopic Images
In: 2021 International Joint Conference on Neural Networks (IJCNN). International Joint Conference on Neural Networks (IJCNN-2021), July 18-20, Glasgow, United Kingdom, IJCNN, 2021.