2023

THOR-Net: End-to-End Graformer-Based Realistic Two Hands and Object Reconstruction With Self-Supervision
Ahmed Tawfik Aboukhadra, Muhammad Jameel Nawaz Malik, Ahmed Elhayek, Nadia Robertini, Didier Stricker,
In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV-2023), January 3-7, Waikoloa, Hawaii, USA, Pages 1001-1010, IEEE, 2023.
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Ontology-based Semantic Labeling for RGB-D and Point Cloud Datasets
Fabian Kaufmann, Mahdi Chamseddine, Suresh Guttikonda, Christian Glock, Didier Stricker, Jason Raphael Rambach,
In: Computing in Construction. European Conference on Computing in Construction (EC3-2023), 2023 European Conference on Computing in Construction, July 10-12, Heraklion, Crete, Greece, ISBN 978-0-701702-73-1, EC3, 2023.
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DeepEdgeSoC: End-to-end deep learning framework for edge IoT devices
Mhd Rashed Al Koutayni, Gerd Reis, Didier Stricker,
In: Internet of Things, Vol. 21, Pages 1-18, Elsevier, 4/2023.
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EvLiDAR-Flow: Attention-Guided Fusion between Point Clouds and Events for Scene Flow Estimation
Ankit Sonthalia, Ramy Battrawy, René Schuster, Didier Stricker,
In: International Conference on Pattern Recognition Applications and Methods. International Conference on Pattern Recognition Applications and Methods (ICPRAM-2023), February 22-24, Lissabon, Portugal, Scitepress, 2023.
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Principles of Object Tracking and Mapping
Jason Raphael Rambach, Alain Pagani, Didier Stricker,
In: Andrew Yeh Ching Nee; Soh Khim Ong. Springer Handbook of Augmented Reality. Pages 53-84, Springer Handbooks, ISBN 978-3-030-67821-0, Springer, Switzerland, 1/2023.
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Structure PLP-SLAM: Efficient Sparse Mapping and Localization using Point, Line and Plane for Monocular, RGB-D and Stereo Cameras
Fangwen Shu, Jiaxuan Wang, Alain Pagani, Didier Stricker,
In: IEEE. IEEE International Conference on Robotics and Automation (ICRA-2023), May 29 - June 2, London, United Kingdom, IEEE, 2023.
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Accelerating the Run-Time of Convolutional Neural Networks through Weight Pruning and Quantization
Rajai Alhimdiat, Wesam Ashour, Ramy Battrawy, Didier Stricker,
In: International Engineering Conference on Renewable Energy & Sustainability. International Engineering Conference on Renewable Energy & Sustainability (ieCRES-2023), International Engineering Conference on Renewable Energy & Sustainability, located at The 8th International Engineering Conference on Renewable Energy & Sustainability, March 6-7, Gaza, Palestinian Territory, Occupied, IEEE, 2023.
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OPA-3D: Occlusion-Aware Pixel-Wise Aggregation for Monocular 3D Object Detection
Yongzhi Su, Yan Di, Fabian Manhardt, Guangyao Zhai, Jason Raphael Rambach, Benjamin Busam, Didier Stricker, Federico Tombari,
In: IEEE Robotics and Automation Letters (RA-L), Vol. 8, Pages 1327-1334, IEEE, 3/2023.
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Driving Activity Recognition Using UWB Radar and Deep Neural Networks
Iuliia Brishtel, Stephan Krauß, Mahdi Chamseddine, Jason Raphael Rambach, Didier Stricker,
In: Sensors - Open Access Journal (Sensors), Vol. 23, No. 2, Pages 1-15, MDPI, 1/2023.
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Severity of Catastrophic Forgetting in Object Detection for Autonomous Driving
Christian Witte, René Schuster, Syed Saqib Bukhari, Patrick Trampert, Didier Stricker, Georg Schneider,
In: Proceedings of the International Conference on Pattern Recognition Applications and Methods. International Conference on Pattern Recognition Applications and Methods (ICPRAM-2023), February 22-24, Lissabon, Portugal, Scitepress, 2023.
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Multi-task Fusion for Efficient Panoptic-Part Segmentation
Sravan Kumar Jagadeesh, René Schuster, Didier Stricker,
In: Proceedings of the International Conference on Pattern Recognition Applications and Methods. International Conference on Pattern Recognition Applications and Methods (ICPRAM-2023), February 22-24, Lissabon, Portugal, Scitepress, 2023.
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On the Future of Training Spiking Neural Networks
Katharina Bendig, René Schuster, Didier Stricker,
In: International Conference on Pattern Recognition Applications and Methods. International Conference on Pattern Recognition Applications and Methods (ICPRAM-2023), February 22-24, Lissabon, Portugal, SCITEPRESS, 2023.
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