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Publikationen (17)

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Deep Neural Network Concept for a Blind Enhancement of Document-Images in the Presence of Multiple Distortions.

Mohsenzadegan K., Tavakkoli V., Kyamakya K.: In: Applied Sciences Basel: MDPI Publishing, 2022,
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Beitrag in Zeitschrift
A Comprehensive “Real-World Constraints”-Aware Requirements Engineering Related Assessment and a Critical State-of-the-Art Review of the Monitoring of Humans in Bed.

Kyamakya K., Tavakkoli V., McClatchie S., Arbeiter M., Scholte van Mast B. G.: In: Sensors Basel: MDPI Publishing, 2022,
DOI
Beitrag in Zeitschrift
A Smart Visual Sensing Concept Involving Deep Learning for a Robust Optical Character Recognition under Hard Real-World Conditions.

Mohsenzadegan K., Tavakkoli V., Kyamakya K.: In: Sensors Basel: MDPI Publishing, 2022,
DOI
Beitrag in Zeitschrift
A Deep-Learning Based Visual Sensing Concept for a Robust Classification of Document Images under Real-World Hard Conditions.

Mohsenzadegan K., Tavakkoli V., Kyamakya K.: In: Sensors Basel: MDPI Publishing, 2021,
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Contribution to Speeding-Up the Solving of Nonlinear Ordinary Differential Equations on Parallel/Multi-Core Platforms for Sensing Systems.

Tavakkoli V., Mohsenzadegan K., Chedjou J. C., Kyamakya K.: In: Sensors Basel: MDPI Publishing, 2020, pp. 6130
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A convolutional neural network architecture with multi-channel feature extraction for robustly classifying house types.

Mohsenzadegan K., Tavakkoli V., De Silva P. M. N., Kolli A., Al Sayed M., Kyamakya K., Pichler R., Bouwmeester O., Zupan R.: In: Developments of Artificial Intelligence Technologies in Computation and Robotics : Proceedings of the 14th International FLINS Conference (FLINS 2020) (World Scientific Proceedings Series on Computer Engineering and Information Science, Band 12 ), Singapore: World Scientific Publishing, 2020, pp. 1013 - 1022.
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Beitrag in Proceedings
A convolutional neural network model for robust classification of document-images under real-world hard conditions.

Mohsenzadegan K., Tavakkoli V., De Silva P. M. N., Kolli A., Kyamakya K., Pichler R., Bouwmeester O., Zupan R.: In: Developments of Artificial Intelligence Technologies in Computation and Robotics : Proceedings of the 14th International FLINS Conference (FLINS 2020) (World Scientific Proceedings Series on Computer Engineering and Information Science, Band 12 ), Singapore: World Scientific Publishing, 2020, pp. 1023 - 1030.
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A patch-based convolutional neural network model for blind blur enhancement of document-images.

Mohsenzadegan K., Tavakkoli V., De Silva P. M. N., Kolli A., Kyamakya K., Pichler R., Bouwmeester O., Zupan R.: In: Developments of Artificial Intelligence Technologies in Computation and Robotics : Proceedings of the 14th International FLINS Conference (FLINS 2020) (World Scientific Proceedings Series on Computer Engineering and Information Science, Band 12 ), Singapore: World Scientific Publishing, 2020, pp. 1031 - 1040.
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A transfer learning approach to improve object detection (on document-images) performance in presence of poor quality datasets.

De Silva P. M. N., Kolli A., Al Sayed M., Tavakkoli V., Mohsenzadegan K., Kyamakya K., Pichler R., Bouwmeester O., Zupan R.: In: Developments of Artificial Intelligence Technologies in Computation and Robotics : Proceedings of the 14th International FLINS Conference (FLINS 2020) (World Scientific Proceedings Series on Computer Engineering and Information Science, Band 12 ), Singapore: World Scientific Publishing, 2020, pp. 1049 - 1958.
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Beitrag in Proceedings
A Visual Sensing Concept for Robustly Classifying House Types through a Convolutional Neural Network Architecture Involving a Multi-Channel Features Extraction.

Tavakkoli V., Mohsenzadegan K., Kyamakya K.: In: Sensors Basel: MDPI Publishing, 2020, pp. 5672
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Edge-aware and edge-enhancing single digital image super-resolution using deep learning.

Kolli A., De Silva P. M. N., Mohsenzadegan K., Tavakkoli V., Al Sayed M., Kyamakya K., Pichler R., Bouwmeester O., Zupan R.: In: Developments of Artificial Intelligence Technologies in Computation and Robotics : Proceedings of the 14th International FLINS Conference (FLINS 2020) (World Scientific Proceedings Series on Computer Engineering and Information Science, Band 12 ), Singapore: World Scientific Publishing, 2020, pp. 1069 - 1077.
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Beitrag in Proceedings
A Comprehensive Analysis of Document-Image Distortions and their Respective Impact on Distorted Text/Character-Image Recognition Quality.

De Silva P. M. N., Kolli A., Tavakkoli V., Mohsenzadegan K., Kyamakya K., Chedjou J. C., Pichler R., Bouwmeester O., Zupan R.: In: H. Unger (Hrsg.): Autonomous Systems 2019: An Almanac (Fortschritt-Berichte VDI Reihe 10, Band 864). Düsseldorf: VDI Verlag GmbH, 10.2019, pp. 176 - 198.
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Beitrag in Sammelwerk
A Novel Recurrent Neural Network-Based Ultra-Fast, Robust, and Scalable Solver for Inverting a “Time-Varying Matrix”.

Tavakkoli V., Chedjou J. C., Kyamakya K.: In: Sensors Basel: MDPI Publishing, 2019, pp. 20
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Neurocomputing-Based Matrix Inversion: A Critical Review of the Related State of the Art.

Tavakkoli V., Chedjou J. C., Kyamakya K.: In: K. Kyamakya, W. Mathis, R. Stoop, J. Chedjou, Z. Li (Hrsg.): Recent Advances in Nonlinear Dynamics and Synchronization . With Selected Applications in Electrical Engineering, Neurocomputing, and Transportation Cham: Springer International Publishing AG, 08.2017, pp. 345 - 367.
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A Recurrent Neural-network-based Ultra-Fast, Robust and Scalable Solver of Linear Equation Systems with Potential Integration in a Speeding-up of FEM Solver Architectures.

Tavakkoli V., Chedjou J. C., Kyamakya K.: In: H. Unger, W. Halang (Hrsg.): Autonomous Systems 2015 . Proceedings of the 8th GI Conference (Fortschritt-Berichte VDI Reihe 10, Band 842). Düsseldorf: VDI Verlag GmbH, 10.2015, pp. 133 - 144.
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Beitrag in Sammelwerk
On Speeding-up the Solving of ODE’s Using OpenCL.

Tavakkoli V., Kyamakya K.: In: K. Kyamakya, W. Halang, H. Unger, W. Mathis, H. Zangl, J. Chedjou (Hrsg.): Proceedings of the INDS'15 . FOURTH INTERNATIONAL WORKSHOP ON NONLINEAR DYNAMICS AND SYNCHRONIZATION (Reports of the Institute for Smart System Technologies, University of Klagenfurt). Aachen: Shaker Verlag GmbH, 07.2015, pp. 78 - 83.
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Beitrag in Sammelwerk
Ultrafast Solving of the Linear Algebraic Equation AX=Y with Cellular Neural Networks.

Tavakkoli V., Kyamakya K.: In: K. Kyamakya, W. Halang, H. Unger, W. Mathis, H. Zangl, J. Chedjou (Hrsg.): Proceedings of the INDS'15 . FOURTH INTERNATIONAL WORKSHOP ON NONLINEAR DYNAMICS AND SYNCHRONIZATION (Reports of the Institute for Smart System Technologies, University of Klagenfurt). Aachen: Shaker Verlag GmbH, 07.2015, pp. 51 - 56.
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Beitrag in Sammelwerk