Title :
Why and howto design a generic and efficient image processing framework: The case of the Milena library
Author :
Levillain, Roland ; Géraud, Thierry ; Najman, Laurent
Author_Institution :
EPITA R&D Lab. (LRDE), Le Kremlin-Bicêtre, France
Abstract :
Most image processing frameworks are not generic enough to provide true reusability of data structures and algorithms. In fact, genericity allows users to write and experiment virtually any method on any compatible input(s). In this paper, we advocate the use of generic programming in the design of image processing software, while preserving performances close to dedicated code. The implementation of our proposal, Milena, a generic and efficient library, illustrates the benefits of our approach.
Keywords :
data structures; image processing; Milena library; data structure; generic programming; image processing; Algorithm design and analysis; Heuristic algorithms; IP networks; Image processing; Libraries; Programming; Software; Efficiency; Genericity; Image Processing; Reusability; Software Design;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5649620