Početna » Sinteza 2019 - International Scientific Conference on Information Technology and Data Related Research » Advanced Computing and Cloud Computing
- Optimisation and Modeling
- Information Technology in Education and Digital Transformation, Culture and Creative Industries
- Advanced Computing and Cloud Computing
- Information Security and Digital Forensics and E-Commerce Systems
- Electrical Energy Markets and Engineering Education and Advanced Engineering Systems
- Software and Information Engineering and Internet and Development Perspectives
- Data Science and Digital Broadcasting Systems
- Intelligent Signal Processing
- Block-chain and Distributed Systems
- Modern Technologies in Language Teaching
- Information Technology in Sport and Recreation
Information Fusion by Extended Power-Based Aggregation in Image Segmentation
Keywords:
extended aggregation function, distance function, image segmentation, pixel descriptor, fuzzy c-Means algorithm.
Abstract:
In this paper we construct two extended aggregation functions, extended pow- ers product and extended weighted arithmetic mean of powers. Their basic properties are examined, as well as certain properties of distance functions constructed by them. In addition, one pixel descriptor, which is motivated by Local Binary Pattern family of descriptors (LBPs), is introduced. We give an application of the introduced extended aggregation functions and descriptor, by a construction of a new distance function, used in Fuzzy c-Means Clustering Algorithm (FCM) for image segmentation.
CITATION:
IEEE format
E. Pap, M. Delić, L. Nedović, “Information Fusion by Extended Power-Based Aggregation in Image Segmentation,” in Sinteza 2019 - International Scientific Conference on Information Technology and Data Related Research, Belgrade, Singidunum University, Serbia, 2019, pp. 162-167. doi:10.15308/Sinteza-2019-162-167
APA format
Pap, E., Delić, M., Nedović, L. (2019). Information Fusion by Extended Power-Based Aggregation in Image Segmentation. Paper presented at Sinteza 2019 - International Scientific Conference on Information Technology and Data Related Research. doi:10.15308/Sinteza-2019-162-167
BibTeX format
Download
RefWorks Tagged format
Download
