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检索条件"机构=Institute of Image Analysis and Computer Vision"
55 条 记 录,以下是1-10 订阅
排序:
Unsupervised Latent Stain Adaptation for Computational Pathology
arXiv
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arXiv 2024年
作者: Reisenbüchler, Daniel Luttner, Lucas Schaadt, Nadine S. Feuerhake, Friedrich Merhof, Dorit Institute of Image Analysis and Computer Vision University of Regensburg Regensburg Germany Institute of Pathology Hannover Medical School Hannover Germany Fraunhofer Institute for Digital Medicine MEVIS Bremen Germany
In computational pathology, deep learning (DL) models for tasks such as segmentation or tissue classification are known to suffer from domain shifts due to different staining techniques. Stain adaptation aims to reduc... 详细信息
来源: 评论
A Deep Learning-based in silico Framework for Optimization on Retinal Prosthetic Stimulation
arXiv
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arXiv 2023年
作者: Wu, Yuli Karetić, Ivan Stegmaier, Johannes Walter, Peter Merhof, Dorit Institute of Imaging and Computer Vision RWTH Aachen University Germany NeuroTX Aachen e.V. Germany Department of Ophthalmology RWTH Aachen University Germany Institute of Image Analysis and Computer Vision University of Regensburg Germany
We propose a neural network-based framework to optimize the perceptions simulated by the in silico retinal implant model pulse2percept. The overall pipeline consists of a trainable encoder, a pre-trained retinal impla... 详细信息
来源: 评论
A Deep Learning-based in silico Framework for Optimization on Retinal Prosthetic Stimulation
A Deep Learning-based in silico Framework for Optimization o...
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Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
作者: Yuli Wu Ivan Karetić Johannes Stegmaier Peter Walter Dorit Merhof Institute of Imaging and Computer Vision RWTH Aachen University Germany NeuroTX Aachen e.V Germany Department of Ophthalmology RWTH Aachen University Germany Institute of Image Analysis and Computer Vision University of Regensburg Germany
We propose a neural network-based framework to optimize the perceptions simulated by the in silico retinal implant model pulse2percept. The overall pipeline consists of a trainable encoder, a pre-trained retinal impla...
来源: 评论
Towards Monocular Shape from Refraction
arXiv
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arXiv 2023年
作者: Sulc, Antonin Sato, Imari Goldluecke, Bastian Treibitz, Tali Computer Vision and Image Analysis University of Konstanz Konstanz Germany National Institute of Informatics Tokyo Japan Charney School of Marine Sciences University of Haifa Haifa Israel
Refraction is a common physical phenomenon and has long been researched in computer vision. Objects imaged through a refractive object appear distorted in the image as a function of the shape of the interface between ... 详细信息
来源: 评论
Tissue concepts: Supervised foundation models in computational pathology
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computers in Biology and Medicine 2025年 186卷 109621-109621页
作者: Nicke, Till Schäfer, Jan Raphael Höfener, Henning Feuerhake, Friedrich Merhof, Dorit Kießling, Fabian Lotz, Johannes Fraunhofer Institute for Digital Medicine MEVIS Bremen/Lübeck/Aachen Germany Institute of Image Analysis and Computer Vision University of Regensburg Regensburg Germany Institute for Pathology Hannover Medical School Hannover Germany Institute for Experimental Molecular Imaging RWTH Aachen University Aachen Germany Institute of Neuropathology Medical Center – University of Freiburg Freiburg Germany
Due to the increasing workload of pathologists, the need for automation to support diagnostic tasks and quantitative biomarker evaluation is becoming more and more apparent. Foundation models have the potential to imp... 详细信息
来源: 评论
Towards Monocular Shape from Refraction  32
Towards Monocular Shape from Refraction
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32nd British Machine vision Conference, BMVC 2021
作者: Sulc, Antonin Sato, Imari Goldluecke, Bastian Treibitz, Tali Computer Vision and Image Analysis University of Konstanz Konstanz Germany National Institute of Informatics Tokyo Japan Charney School of Marine Sciences University of Haifa Haifa Israel
Refraction is a common physical phenomenon and has long been researched in computer vision. Objects imaged through a refractive object appear distorted in the image as a function of the shape of the interface between ... 详细信息
来源: 评论
Self-supervised Few-shot Learning for Semantic Segmentation: An Annotation-free Approach
arXiv
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arXiv 2023年
作者: Karimijafarbigloo, Sanaz Azad, Reza Merhof, Dorit Institute of Image Analysis and Computer Vision Faculty of Informatics and Data Science University of Regensburg Germany Faculty of Electrical Engineering and Information Technology RWTH Aachen University Aachen Germany Fraunhofer Institute for Digital Medicine MEVIS Bremen Germany
Few-shot semantic segmentation (FSS) offers immense potential in the field of medical image analysis, enabling accurate object segmentation with limited training data. However, existing FSS techniques heavily rely on ... 详细信息
来源: 评论
GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching for Chest Radiograph
arXiv
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arXiv 2024年
作者: Liu, Shaonan Chen, Wenting Liu, Jie Luo, Xiaoling Shen, Linlin Computer Vision Institute College of Computer Science and Software Engineering Shenzhen University China Department of Electrical Engineering City University of Hong Kong Hong Kong AI Research Center for Medical Image Analysis and Diagnosis Shenzhen University China Guangdong Provincial Key Laboratory of Intelligent Information Processing China
Gaze estimation is pivotal in human scene comprehension tasks, particularly in medical diagnostic analysis. Eye-tracking technology facilitates the recording of physicians’ ocular movements during image interpretatio... 详细信息
来源: 评论
Utnetpara: A Hybrid CNN-Transformer Architecture with Multi-Scale Fusion for Whole-Slide image Segmentation
Utnetpara: A Hybrid CNN-Transformer Architecture with Multi-...
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IEEE International Symposium on Biomedical Imaging
作者: Boqiang Huang Jiayu Ying Ruizhi Lyu Nadine S. Schaadt Barbara M. Klinkhammer Peter Boor Johannes Lotz Friedrich Feuerhake Dorit Merhof Institute of Image Analysis and Computer Vision University of Regensburg Regensburg Germany Institute of Imaging and Computer Vision RWTH Aachen University Aachen Germany Institute for Pathology Hannover Medical School Hannover Germany Institute of Pathology RWTH Aachen University Hospital Aachen Germany Department of Nephrology and Immunology RWTH Aachen University Hospital Aachen Germany Fraunhofer Institute for Digital Medicine MEVIS Lübeck Germany Institute of Neuropathology Medical Center – University of Freiburg Freiburg Germany Fraunhofer Institute for Digital Medicine MEVIS Bremen Germany
In medical image segmentation tasks, Convolutional Neural Networks (CNNs) have become an efficient and successful solution, although they have limitations in explicitly modeling long-term dependencies. The Transformer... 详细信息
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TISSUE CONCEPTS: SUPERVISED FOUNDATION MODELS IN COMPUTATIONAL PATHOLOGY
arXiv
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arXiv 2024年
作者: Nicke, Till Schäfer, Jan Raphael Höfener, Henning Feuerhake, Friedrich Merhof, Dorit Kießling, Fabian Lotz, Johannes Fraunhofer Institute for Digital Medicine MEVIS Bremen Germany Fraunhofer Institute for Digital Medicine MEVIS Lübeck Germany Fraunhofer Institute for Digital Medicine MEVIS Aachen Germany Institute for Pathology Hannover Medical School Hannover Germany Institute of Image Analysis and Computer Vision University of Regensburg Regensburg Germany Institute for Experimental Molecular Imaging RWTH Aachen University Aachen Germany
Due to the increasing workload of pathologists, the need for automation to support diagnostic tasks and quantitative biomarker evaluation is becoming more and more apparent. Foundation models have the potential to imp... 详细信息
来源: 评论