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pro vyhledávání: '"Prokopenko, Denis"'
This paper introduces a new data-driven, non-parametric method for image quality and aesthetics assessment, surpassing existing approaches and requiring no prompt engineering or fine-tuning. We eliminate the need for expressive textual embeddings by
Externí odkaz:
http://arxiv.org/abs/2403.06866
Autor:
Prokopenko, Denis, Hammernik, Kerstin, Roberts, Thomas, Lloyd, David F A, Rueckert, Daniel, Hajnal, Joseph V
Dynamic free-breathing fetal cardiac MRI is one of the most challenging modalities, which requires high temporal and spatial resolution to depict rapid changes in a small fetal heart. The ability of deep learning methods to recover undersampled data
Externí odkaz:
http://arxiv.org/abs/2308.07885
Image Quality Assessment (IQA) metrics are widely used to quantitatively estimate the extent of image degradation following some forming, restoring, transforming, or enhancing algorithms. We present PyTorch Image Quality (PIQ), a usability-centric li
Externí odkaz:
http://arxiv.org/abs/2208.14818
Autor:
Prokopenko, Denis, Stadelmann, Joël Valentin, Schulz, Heinrich, Renisch, Steffen, Dylov, Dmitry V.
Synthetic CT image generation from MRI scan is necessary to create radiotherapy plans without the need of co-registered MRI and CT scans. The chosen baseline adversarial model with cycle consistency permits unpaired image-to-image translation. Percep
Externí odkaz:
http://arxiv.org/abs/1909.08942
Development of a typical structural diagram of the hydraulic system of short-haul passenger aircraft
Publikováno v:
In Transportation Research Procedia 2022 63:1639-1659
Publikováno v:
In Transportation Research Procedia 2022 63:1534-1543
Autor:
Prokopenko Denis, Kaigorodova Vera
Publikováno v:
SHS Web of Conferences, Vol 137, p 01019 (2022)
While studying at a higher educational institution, a student is immersed in a unique world with its own rules and laws. Training in various forms of specialization lasts from 4 to 5.5 years. During this time, the student manages to replenish his kno
Externí odkaz:
https://doaj.org/article/97fef08345344cbf80ab8e8f16fa5aa1