Home > Search Results: Hutárek, Jiří
Search:
Search Tips :: Advanced Search
Search collections:
Sort by: Display results: Output format:
National Repository of Grey Literature 3 records found  Search took 0.01 seconds. 
Texture-Based Object Recognition
 Hutárek, Jiří ; Šilhavá, Jana (referee) ; Španěl, Michal (advisor)
This thesis focuses on texture detection through the use of Local binary patterns (LBP). The LBP histogram extracted from the image is used as the texture feature and the image is classified by an artificial neural network. By using these methods, an universal texture detector is implemented, which is then specialized for the aerial image object recognition.
Detailed record
Texture-Based Object Recognition
 Hutárek, Jiří ; Šilhavá, Jana (referee) ; Španěl, Michal (advisor)
This thesis focuses on texture detection through the use of Local binary patterns (LBP). The LBP histogram extracted from the image is used as the texture feature and the image is classified by an artificial neural network. By using these methods, an universal texture detector is implemented, which is then specialized for the aerial image object recognition.
Detailed record
Texture-Based Object Recognition
 Hutárek, Jiří ; Švub, Miroslav (referee) ; Španěl, Michal (advisor)
Main subjects of this thesis are texture classification and texture-based object recognition. Various texture features are being explored, including several variants of local binary patterns (LBP). A novel modification of LBP (weighted spatial LBP) is proposed, with intention to improve on the spatial coverage of the traditional LBP. Rarely used color texture features are being discussed as well. Artificial neural networks and support vector machines are used to classify all the aforementioned features. Using these methods, framework for the texture classification and image segmentation is implemented. Comprehensive texture database is employed to test its performance under different conditions. In the end, the system is applied to solve a real-world problem - the segmentation of aerial photos.
Detailed record

Interested in being notified about new results for this query?
Subscribe to the RSS feed.
Digital Repository :: Search :: Submit :: Personalize :: Help
Powered by Invenio v1.1.2
Maintained by admin.invenio@techlib.cz
This site is also available in the following languages:
Česky  English