Project detail
Value of colour in deep convolutional neural networks
Duration: 1.8.2021 — 29.9.2024
Funding resources
Evropská unie - European Cooperation in Science and Technology (COST)
On the project
The current approach to the design and implementation of computer vision systems based on deep convolutional networks leads to a loss of information included in colour. Our goal is to minimize the loss, and consequently, to improve performance of the systems. The improvement will allow application of colour computer vision in tasks, where its application has not been possible so far.
Keywords
Digital images, electromagnetic radiation, spectral band, color digital images
Mark
CA19145
Default language
English
People responsible
Škrabánek Pavel, doc. Ing., Ph.D. - principal person responsible
Units
Institute of Automation and Computer Science
- responsible department (1.7.2021 - not assigned)
Institute of Automation and Computer Science
- beneficiary (1.7.2021 - not assigned)
Responsibility: Škrabánek Pavel, doc. Ing., Ph.D.