Research output per year
Research output per year
- 40 results
Search results
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2025
Applying Layer-Wise Relevance Propagation on U-Net Architectures
Weinberger, P., Fröhler, B., Heim, A., Gall, A., Bodenhofer, U. & Senck, S., 2025, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Springer, p. 106-121 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15312 LNCS).Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review
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2024
Fibre and failure characterization in long glass fibre reinforced polypropylene by X-ray computed tomography
Maurer, J., Salaberger, D., Jerabek, M., Fröhler, B., Kastner, J. & Major, Z., Jan 2024, In: Polymer Testing. 130, 108313.Research output: Contribution to journal › Article › peer-review
Open Access6 Citations (Scopus) -
Immersive Analysis: Enhancing Material Inspection of X-Ray Computed Tomography Datasets in Augmented Reality
Gall, A., Heim, A., Weinberger, P., Fröhler, B., Kastner, J. & Heinzl, C., 19 Apr 2024, (Submitted) In: Journal of Nondestructive Evaluation.Research output: Contribution to journal › Article › peer-review
File12 Downloads (Pure) -
Unsupervised Segmentation of Industrial X-ray Computed Tomography Data with the Segment Anything Model
Weinberger, P., Schwarz, L., Fröhler, B., Gall, A., Heim, A., Yosifov, M., Bodenhofer, U., Kastner, J. & Senck, S., 1 Jan 2024, (Submitted) In: Journal of Nondestructive Evaluation. 1 p.Research output: Contribution to journal › Article › peer-review
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2023
Application of a modified 3D U-Net convolutional neural network architecture for the inspection of aerospace components
Yosifov, M., Weinberger, P., Fröhler, B., Plank, B., Kastner, J. & Heinzl, C., 2023, In: e-Journal of Nondestructive Testing . 28, 3, 6 p.Research output: Contribution to journal › Conference article
Open Access -
cuPARE: parametric reconstruction of curved fibres from glass fibre-reinforced composites
Elberfeld, T., Fröhler, B., Heinzl, C., Sijbers, J. & De Beenhouwer, J., 2023, In: Nondestructive Testing and Evaluation. 38, 4, p. 648-667 20 p.Research output: Contribution to journal › Article › peer-review
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Defect detectability analysis via probability of defect detection between traditional and deep learning methods in numerical simulations
Yosifov, M., Weinberger, P., Reiter, M., Fröhler, B., De Beenhouwer, J., Sijbers, J., Kastner, J. & Heinzl, C., 2023, In: e-Journal of Nondestructive Testing . 28, 3, 10 p.Research output: Contribution to journal › Conference article
Open Access -
NDTFlix: Collaborative remote analysis of X-ray computed tomography datasets
Fröhler, B., Weinberger, P., Gall, A., Heim, A., List, D., Schwajda, D. J., Anthes, C., Kumar, A., Kastner, J. & Heinzl, C., 2023, In: e-Journal of Nondestructive Testing . 28, 3, 7 p.Research output: Contribution to journal › Conference article
Open Access -
Segmentation of Pores in Carbon Fiber Reinforced Polymers Using the U-Net Convolutional Neural Network
Yosifov, M., Weinberger, P., Plank, B., Fröhler, B., Höglinger, M., Kastner, J. & Heinzl, C., 11 Oct 2023, In: Acta Polytechnica CTU Proceedings. 2023, 42, p. 87-93 7 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Uncertainty Unveiled: Revealing the Uncertainty of Distribution Visualization Through Cross Reality
Gall, A., Heim, A., Fröhler, B. & Heinzl, C., 16 Oct 2023, Proceedings - 2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2023. Bruder, G., Olivier, A.-H., Cunningham, A., Peng, E. Y., Grubert, J. & Williams, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 20-24 5 p. (Proceedings - 2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2023).Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review
1 Citation (Scopus) -
Usage of 3D U-net Convolutional Neural Network for the inspection of aerospace components
Yosifov, M., Weinberger, P., Fröhler, B., Plank, B., Kastner, J. & Heinzl, C., Mar 2023, In: e-Journal of Nondestructive Testing. 28, 3Research output: Contribution to journal › Article
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2022
A Survey on Cross-Virtuality Analytics
Fröhler, B., Anthes, C., Pointecker, F., Friedl, J., Schwajda, D. J., Riegler, A. E., Tripathi, S., Holzmann, C., Brunner, M., Jodlbauer, H., Jetter, H.-C. & Heinzl, C., Feb 2022, In: Computer Graphics Forum. 41, 1, p. 465-494 30 p.Research output: Contribution to journal › Article › peer-review
Open Access57 Citations (Scopus) -
Cross-virtuality analysis of rich X-ray computed tomography data for materials science applications
Gall, A., Fröhler, B., Maurer, J., Kastner, J. & Heinzl, C., 2022, In: Nondestructive Testing and Evaluation. 37, 5, p. 566-581 16 p.Research output: Contribution to journal › Article › peer-review
8 Citations (Scopus) -
Multi-modal inspection of Aeronautic parts
Weinberger, P., Höglinger, M., Fröhler, B., Kastner, J. & Heinzl, C., 2022, (Submitted).Research output: Contribution to conference › Poster
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Probability of Detection applied to X-ray inspection using numerical simulations
Yosifov, M., Reiter, M., Heupl, S., Gusenbauer, C., Fröhler, B., Fernández-Gutiérrez, R., De Beenhouwer, J., Sijbers, J., Kastner, J. & Heinzl, C., 2022, In: Nondestructive Testing and Evaluation. 37, 5, p. 536-551 16 p.Research output: Contribution to journal › Article › peer-review
Open Access17 Citations (Scopus) -
Segmentation of multiple features in Carbon Fiber Reinforced Polymers using a Convolutional Neural Network
Weinberger, P., Plank, B., Fröhler, B., Kastner, J. & Heinzl, C., 4 Apr 2022.Research output: Contribution to conference › Paper
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Sensitive vPSA -- Exploring Sensitivity in Visual Parameter Space Analysis
Fröhler, B., Elberfeld, T., Möller, T., Hege, H.-C., Maurer, J. & Heinzl, C., 4 Apr 2022, arXiv, (Graphics (cs.GR)).Research output: Working paper › Preprint
File31 Downloads (Pure) -
The long journey to the training of a deep neural network for segmenting pores and fibers
Yosifov, M., Weinberger, P., Fröhler, B., Kastner, J. & Heinzl, C., 2022, (Accepted/In press) Proceedings of the Industrial Computed Tomography Conference (iCT) 2022.Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review
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Towards Remote Analytics in Nondestructive Testing
Gall, A., Fröhler, B., Schwajda, D., Anthes, C. & Heinzl, C., 6 Jun 2022, p. 1-6. 6 p.Research output: Contribution to conference › Paper › peer-review
Open Access -
Visual Coherence for Cross-Virtuality Analytics
Pointecker, F., Dalpiaz, M., Kainberger, P., Gall, A., Frohler, B., Heinzl, C. & Anthes, C., 2022, Proceedings - 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2022. Institute of Electrical and Electronics Engineers Inc., p. 161-166 6 p. (Proceedings - 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2022).Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review
4 Citations (Scopus) -
2021
Cross Virtuality Analytics in Materials Sciences
Gall, A., Fröhler, B. & Heinzl, C., Nov 2021, ISS'21 Workshop Proceedings: "Transitional Interfaces in Mixed and Cross-Reality: A new frontier?".Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review
Open Access -
2020
Analysis and comparison of algorithms for the tomographic reconstruction of curved fibres
Fröhler, B., Elberfeld, T., Möller, T., Hege, H. C., De Beenhouwer, J., Sijbers, J., Kastner, J. & Heinzl, C., 2 Jul 2020, In: Nondestructive Testing and Evaluation. 35, 3, p. 328-341 14 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Citations (Scopus) -
Cross-virtuality visualization, interaction and collaboration
Riegler, A., Heinzl, C., Brunner, M., Fröhler, B., Anthes, C., Holzmann, C., Auer, S., Leitner, C., Jetter, H. C., Jodlbauer, H., Friedl, J., Pointecker, F., Schwajda, D. & Tripathi, S., 2020, In: CEUR Workshop Proceedings. 2779Research output: Contribution to journal › Conference article › peer-review
18 Citations (Scopus) -
Faster Training of Deep Convolutional Neural Networks for Material Science through Transfer Learning
Weinberger, P., Maurer, J., Fröhler, B., Kastner, J. & Heinzl, C., 2020.Research output: Contribution to conference › Paper
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2019
Analysis of Fiber-Reinforced Polymers with the open_iA Framework
Translated title of the contribution :Analysis of Fiber-Reinforced Polymers with the open_iA Framework Research output: Contribution to conference › Paper
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An Interactive Visual Comparison Tool for 3D Volume Datasets represented by Nonlinearly Scaled 1D Line Plots through Space-filling Curves
Weissenböck, J., Fröhler, B., Gröller, E., Sanctorum, J., De Beenhouwer, J., Sijbers, J., Ayalur Karunakaran, S., Höller, H., Kastner, J. & Heinzl, C., 2019, 9th International Conference on Industrial Computed Tomography (iCT) 2019. 9 p.Research output: Chapter in Book/Report/Conference proceedings › Conference contribution
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A visual tool for the analysis of algorithms for tomographic fiber reconstruction in materials science
Fröhler, B., Elberfeld, T., Möller, T., Hege, H.-C., Weissenböck, J., De Beenhouwer, J., Sijbers, J., Kastner, J. & Heinzl, C., 2019, In: Computer Graphics Forum. 38, 3, p. 273-283 11 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
Dynamic Volume Lines: Visual Comparison of 3D Volumes through Space-filling Curves
Weissenböck, J., Fröhler, B., Gröller, E., Kastner, J. & Heinzl, C., Jan 2019, In: IEEE Transactions on Visualization and Computer Graphics (TVCG). 25, 1, p. 1040-1049 10 p., 8440038.Research output: Contribution to journal › Article › peer-review
25 Citations (Scopus) -
Exploration of Talbot-Lau Grating Interferometry Computed Tomography Data by Interactive Transfer Function Combination
da Cunha Melo, L., Fröhler, B., Glinz, J., Kastner, J. & Heinzl, C., 2019. 2 p.Research output: Contribution to conference › Abstract
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Multimodal Transfer Functions for Talbot-Lau Grating Interferometry Data
da Cunha Melo, L., Fröhler, B., Weissenböck, J., Kastner, J. & Heinzl, C., 2019, Proceedings of Symposium on Digital Industrial Radiology and Computed Tomography (DIR2019), Fürth. 9 p.Research output: Chapter in Book/Report/Conference proceedings › Conference contribution
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open_iA: A tool for processing and visual analysis of industrial computed tomography datasets
Fröhler, B., Weissenböck, J., Schiwarth, M., Kastner, J. & Heinzl, C., Mar 2019, In: Journal of Open Source Software. 4, 35, 3 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Tools for the Analysis of Datasets from X-Ray Computed Tomography based on Talbot-Lau Grating Interferometry
Fröhler, B., da Cunha Melo, L., Weissenböck, J., Kastner, J., Möller, T., Hege, H.-C., Gröller, E., Sanctorum, J., De Beenhouwer, J., Sijbers, J. & Heinzl, C., 2019. 8 p.Research output: Contribution to conference › Paper
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2018
Exploring Uncertainty in Image Segmentation Ensembles
Translated title of the contribution :Exploring Uncertainty in Image Segmentation Ensembles Research output: Chapter in Book/Report/Conference proceedings › Conference contribution
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open_iA: A Framework for Analyzing Industrial Computed Tomography Data
Fröhler, B., Heinzl, C., Weissenböck, J., Amirkhanov, A., Arikan, M. & Kastner, J., 2018, Proceedings of the 12th European Conference on Non-destructive Testing.Research output: Chapter in Book/Report/Conference proceedings › Conference contribution
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Visual analysis of void and reinforcement characteristics in X-ray computed tomography dataset series of fiber-reinforced polymers
Schiwarth, M., Weissenböck, J., Plank, B., Fröhler, B., Heinzl, C. & Kastner, J., 21 Sept 2018, In: IOP Conference Series: Materials Science and Engineering. 406, 1, 12 p., 012014.Research output: Contribution to journal › Conference article › peer-review
Open Access3 Citations (Scopus) -
2017
Parameter-Space Exploration for Computed Tomography Image Analysis Algorithms
Fröhler, B., Heinzl, C., Kastner, J. & Möller, T., 2017, Proceedings of the 7th Conference on Industrial Computed Tomography, Leuven, Belgium (iCT 2017). p. 1-6Research output: Chapter in Book/Report/Conference proceedings › Conference contribution
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2016
GEMSe: Visualization-Guided Exploration of Multi-channel Segmentation Algorithms
Fröhler, B., Möller, T. & Heinzl, C., 1 Jun 2016, In: Computer Graphics Forum. 35, 3, p. 191-200 10 p.Research output: Contribution to journal › Article › peer-review
Open Access19 Citations (Scopus) -
Imaging of the microstructure of wheat dough by the complementary rendering of data from x-ray computed tomography and confocal laser scanning microscopy
Mathmann, K., Bürger, V., Fröhler, B., Heinzl, C. & Kastner, J., 2016. 1 p.Research output: Contribution to conference › Paper
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2015
Multimodal Visualization and Analysis of Spectral and Scalar Data
Fröhler, B., Amirkhanov, A., Kastner, J., Gröller, E. & Heinzl, C., 2015, 9. Forschungsforums der österreichischen Fachhochschulen: Tagungsband . Eigenverlag, 7 p. (Forschungsforum der österreichischen Fachhochschulen).Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review
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2014
InSpectr: Multi-Modal Exploration, Visualization, and Analysis of Spectral Data
Amirkhanov, A., Fröhler, B., Kastner, J., Gröller, E. & Heinzl, C., Jun 2014, In: Computer Graphics Forum. 33, 3, p. 91-100 10 p.Research output: Contribution to journal › Article › peer-review
14 Citations (Scopus)