Waterball - IterativeWatershed Algorithm with Reduced Oversegmentation
Michal Swiercz , Marcin Iwanowski
AbstractIn this paper we present a new approach to watershed algorithm for segmentation of digital grey-scale images. The approach is derived from rainfall-type watershed methods, but utilises a different method of path tracing and iterative gradient image preparation to reduce oversegmentation and yield better results in object extraction. Sample results are discussed, with emphasis on their global correctness and practical applications.
|Book||Burduk Robert, Kurzyński Marek, Woźniak Michał, Żołnierek Andrzej (eds.): Computer Recognition Systems 4, Advances in Intelligent and Soft Computing, no. 95, 2011, Springer Berlin Heidelberg, ISBN 978-3-642-20319-0, 978-3-642-20320-6|
|Keywords in English||Artificial Intelligence (incl. Robotics), Computational Intelligence|
|Publication indicators||= 1|
|Citation count*||1 (2020-02-20)|
* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.