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检索条件"机构=Graz Univeristy of Technology Institute of Computer Graphics and Vision"
680 条 记 录,以下是21-30 订阅
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ATS: Adaptive Temperature Scaling for Enhancing Out-of-Distribution Detection Methods
ATS: Adaptive Temperature Scaling for Enhancing Out-of-Distr...
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IEEE Workshop on Applications of computer vision (WACV)
作者: Gerhard Krumpl Henning Avenhaus Horst Possegger Horst Bischof Institute of Computer Graphics and Vision Graz University of Technology Austria KESTRELEYE GmbH Austria
Out-of-distribution (OOD) detection is essential to ensure the reliability and robustness of machine learning models in real-world applications. Post-hoc OOD detection methods have gained significant attention due to ...
来源: 评论
Robots Saving Lives: A Literature Review About Search and Rescue (SAR) in Harsh Environments
Robots Saving Lives: A Literature Review About Search and Re...
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IEEE Symposium on Intelligent Vehicle
作者: Kailin Tong Yuxi Hu Berin Dikic Selim Solmaz Friedrich Fraundorfer Daniel Watzenig Virtual Vehicle Research GmbH Graz Austria Institute of Computer Graphics and Vision at Graz University of Technology Graz Austria
In recent years, the rise in both natural and man-made disasters, along with armed conflicts and terrorist threats, has elevated the demand for Search and Rescue (SAR) missions worldwide. This paper underscores the cr... 详细信息
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Identifying and Extracting Pedestrian Behavior in Critical Traffic Situations
arXiv
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arXiv 2024年
作者: Schachner, Martin Schneider, Bernd Weissenbacher, Fabian Kirillova, Nadezda Possegger, Horst Bischof, Horst Klug, Corina Vehicle Safety Institute Graz University of Technology Graz8010 Austria Institute of Computer Graphics and Vision Graz University of Technology Graz8010 Austria
A better understanding of interactive pedestrian behavior in critical traffic situations is essential for the development of enhanced pedestrian safety systems. Real-world traffic observations play a decisive role in ... 详细信息
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Test-Time Adversarial Detection and Robustness for Localizing Humans Using Ultra Wide Band Channel Impulse Responses
Test-Time Adversarial Detection and Robustness for Localizin...
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European Signal Processing Conference (EUSIPCO)
作者: Abhiram Kolli Muhammad Jehanzeb Mirza Horst Possegger Horst Bischof Institute of Computer Graphics and Vision Graz University of Technology Austria
Keyless entry systems in cars are adopting neural networks for localizing its operators. Using test-time adversarial defences equip such systems with the ability to defend against adversarial attacks without prior tra...
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FLOWSDF: FLOW MATCHING FOR MEDICAL IMAGE SEGMENTATION USING DISTANCE TRANSFORMS
arXiv
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arXiv 2024年
作者: Bogensperger, Lea Narnhofer, Dominik Falk, Alexander Schindler, Konrad Pock, Thomas Institute of Computer Graphics and Vision Graz University of Technology Graz Austria Photogrammetry and Remote Sensing ETH Zurich Zurich Switzerland Institute of Computer Graphics and Vision Graz University of Technology Austria Photogrammetry and Remote Sensing ETH Zurich Switzerland
Medical image segmentation plays an important role in accurately identifying and isolating regions of interest within medical images. Generative approaches are particularly effective in modeling the statistical proper... 详细信息
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InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization  43rd
InfoSeg: Unsupervised Semantic Image Segmentation with Mutua...
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43rd DAGM German Conference on Pattern Recognition, DAGM GCPR 2021
作者: Harb, Robert Knöbelreiter, Patrick Institute of Computer Graphics and Vision Graz University of Technology Graz Austria
We propose a novel method for unsupervised semantic image segmentation based on mutual information maximization between local and global high-level image features. The core idea of our work is to leverage recent progr... 详细信息
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Gaussian Process Emulators for Few-Shot Segmentation in Cardiac MRI  15th
Gaussian Process Emulators for Few-Shot Segmentation in Ca...
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15th International Workshop on Statistical Atlases and Computational Models of the Heart, STACOM 2024, Held in Conjunction with MICCAI 2024
作者: Viti, Bruno Thaler, Franz Kapper, Kathrin Lisa Urschler, Martin Holler, Martin Karabelas, Elias Department of Mathematics and Scientific Computing University of Graz Graz Austria Institute for Medical Informatics Statistics and Documentation Medical University of Graz Graz Austria Institute of Computer Graphics and Vision Graz University of Technology Graz Austria Gottfried Schatz Research Center: Medical Physics and Biophysics Medical University of Graz Graz Austria BioTechMed-Graz Graz Austria
Segmentation of cardiac magnetic resonance images (MRI) is crucial for the analysis and assessment of cardiac function, helping to diagnose and treat various cardiovascular diseases. Most recent techniques rely on dee... 详细信息
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Diffusion-based generation of Histopathological Whole Slide Images at a Gigapixel scale
Diffusion-based generation of Histopathological Whole Slide ...
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IEEE Workshop on Applications of computer vision (WACV)
作者: Robert Harb Thomas Pock Heimo Müller Institute of Computer Graphics and Vision Graz University of Technology Austria Diagnostic and Research Institute of Pathology Medical University of Graz Austria
We present a novel diffusion-based approach to generate synthetic histopathological Whole Slide Images (WSIs) at an unprecedented gigapixel scale. Synthetic WSIs have many potential applications: They can augment trai...
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Synthetic Augmentation for Anatomical Landmark Localization using DDPMs
arXiv
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arXiv 2024年
作者: Hadzic, Arnela Bogensperger, Lea Joham, Simon Johannes Urschler, Martin Institute for Medical Informatics Statistics and Documentation Medical University of Graz Graz Austria Institute of Computer Graphics and Vision Graz University of Technology Graz Austria
Deep learning techniques for anatomical landmark localization (ALL) have shown great success, but their reliance on large annotated datasets remains a problem due to the tedious and costly nature of medical data acqui... 详细信息
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Towards Large-Scale Video-Based Highway Traffic Monitoring
Towards Large-Scale Video-Based Highway Traffic Monitoring
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International Conference on Intelligent Transportation
作者: Johannes Spoecklberger Jakub Micorek Horst Possegger Horst Bischof Faculty of Computer Science Institute of Computer Graphics and Vision (ICG) Graz University of Technology Graz Austria
Traffic safety on highways is supported by a variety of technical measures, including countless camera systems that are often only monitored by human operators. However, due to the sheer amount of data, safety monitor...
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