Zobrazeno 1 - 10 of 61 pro vyhledávání: '"Remco Duits"'
1
Akademický článek
Fourier Transform on the Homogeneous Space of 3D Positions and Orientations for Exact Solutions to Linear PDEs
Autor: Remco Duits, Erik J. Bekkers, Alexey Mashtakov
Publikováno v: Entropy, Vol 21, Iss 1, p 38 (2019)
Fokker–Planck PDEs (including diffusions) for stable Lévy processes (including Wiener processes) on the joint space of positions and orientations play a major role in mechanics, robotics, image analysis, directional statistics and probability theo
Externí odkaz: https://doaj.org/article/f480df44cace4f908683899c351cef93
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2
Akademický článek
Evaluating contextual processing in diffusion MRI: application to optic radiation reconstruction for epilepsy surgery.
Autor: Chantal M W Tax, Remco Duits, Anna Vilanova, Bart M ter Haar Romeny, Paul Hofman, Louis Wagner, Alexander Leemans, Pauly Ossenblok
Publikováno v: PLoS ONE, Vol 9, Iss 7, p e101524 (2014)
Diffusion MRI and tractography allow for investigation of the architectural configuration of white matter in vivo, offering new avenues for applications like presurgical planning. Despite the promising outlook, there are many pitfalls that complicate
Externí odkaz: https://doaj.org/article/298a348124a34223b626e966c9b579f8
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5
Lesion Segmentation in Ultrasound Using Semi-pixel-wise Cycle Generative Adversarial Nets
Autor: Remco Duits, Biyuan Wang, Aiwen Zheng, Tao Tan, Farhad Ghazvinian Zanjani, Yuji Qi, Bingbin Yu, Zheren Li, Jie Xing
Publikováno v: IEEE/ACM Transactions on Computational Biology and Bioinformatics, 18(6), 2555-2565. Institute of Electrical and Electronics Engineers
Breast cancer is the most common invasive cancer with the highest cancer occurrence in females. Handheld ultrasound is one of the most efficient ways to identify and diagnose the breast cancer. The area and the shape information of a lesion is very h
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::03a96cbbfcf0d78b63f995edcb79b196
https://research.tue.nl/en/publications/cbd9783a-dc08-476f-9d58-592d38cea38b
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6
Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis
Autor: Josien P. W. Pluim, Remco Duits, Maxime W. Lafarge, Mitko Veta, Erik J. Bekkers
Publikováno v: Medical Image Analysis, 68:101849. Elsevier
Rotation-invariance is a desired property of machine-learning models for medical image analysis and in particular for computational pathology applications. We propose a framework to encode the geometric structure of the special Euclidean motion group
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b6901d5f07b5d1e5ea0779894587ce07
http://arxiv.org/abs/2002.08725
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7
PDE-based Group Equivariant Convolutional Neural Networks
Autor: Bart M. N. Smets, Jim Portegies, Erik J. Bekkers, Remco Duits
Publikováno v: arXiv.org, e-Print Archive, Mathematics, 2020:2001.09046
Journal of Mathematical Imaging and Vision, 65(1), 209-239. Springer
Pure TUe
We present a PDE-based framework that generalizes Group equivariant Convolutional Neural Networks (G-CNNs). In this framework, a network layer is seen as a set of PDE-solvers where geometrically meaningful PDE-coefficients become the layer's trainabl
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4ec51bc34e043b7f61ffa4802ec13ecb
http://arxiv.org/abs/2001.09046
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8
Optimal Paths for Variants of the 2D and 3D Reeds–Shepp Car with Applications in Image Analysis
Autor: Stephan Meesters, Jean-Marie Mirebeau, Remco Duits, Jorg M. Portegies
Publikováno v: Journal of Mathematical Imaging and Vision
Journal of Mathematical Imaging and Vision, Springer Verlag, 2018
Journal of Mathematical Imaging and Vision, 60(6), 816-848. Springer
We present a PDE-based approach for finding optimal paths for the Reeds–Shepp car. In our model we minimize a (data-driven) functional involving both curvature and length penalization, with several generalizations. Our approach encompasses the two-
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3af950e6d11dca3e6c1424884764efc9
https://doi.org/10.1007/s10851-018-0795-z
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9
Template matching via densities on the roto-translation group
Autor: Marco Loog, Remco Duits, Bart M. ter Haar Romeny, Erik J. Bekkers
Publikováno v: IEEE Transactions on Pattern Analysis and Machine Intelligence, 40(2):7864477, 452-466. IEEE Computer Society
We propose a template matching method for the detection of 2D image objects that are characterized by orientation patterns. Our method is based on data representations via orientation scores, which are functions on the space of positions and orientat
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::eeb13f1149e96f6c0e039e934bbdd5e7
https://doi.org/10.1109/tpami.2017.2652452
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10
Stability metrics for optic radiation tractography: Towards damage prediction after resective surgery
Autor: Anna Vilanova, Stephan Meesters, Pauly Ossenblok, Paul Boon, L. Wagner, Olaf E. M. G. Schijns, Remco Duits, Luc Florack
Publikováno v: Journal of Neuroscience Methods, 288, 34-44. Elsevier
Journal of Neuroscience Methods, 288
JOURNAL OF NEUROSCIENCE METHODS
ISMRM 25th Annual Meeting & Exhibition, 22-27 April 2017, Honolulu, Hawaii
Journal of Neuroscience Methods
Journal of Neuroscience Methods, 288, 34-44. Elsevier Science
Highlights • The alignment of streamlines is quantified by fiber-to-bundle coherence measures. • Reliable ML-TP distance measurement by removal of spurious (deviating) streamlines. • Parameter estimation to remove spurious streamlines and to re
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9233c798be3abb6a92405f7913106430
https://doi.org/10.1016/j.jneumeth.2017.05.029
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