- Tytuł:
- PCA based modification of SIFT-like methods for object class recognition
- Autorzy:
- Owczarek, A.
- Powiązania:
- https://bibliotekanauki.pl/articles/115449.pdf
- Data publikacji:
- 2011
- Wydawca:
- Fundacja na Rzecz Młodych Naukowców
- Tematy:
-
object recognition
principle component analysis
SIFT - Opis:
- This paper discusses a novel PCA based modification of standard SIFT and PCA-SIFT algorithms for the purpose of object class recognition. New descriptors intended to be simultaneously distinctive enough to describe the difference between features belonging to separate categories and general enough to capture the variations among features from the same class are proposed. The experimental results, gained for a test database, showing the reliability of introduced approach are presented.
- Źródło:
-
Challenges of Modern Technology; 2011, 2, 1; 23-26
2082-2863
2353-4419 - Pojawia się w:
- Challenges of Modern Technology
- Dostawca treści:
- Biblioteka Nauki
Artykuł