Title :
Spatial relationship of image semantics objects
Author :
Xiang, Youjun ; Yu, Weiyu ; Tian, Jing ; Xie, Shengli
Author_Institution :
Sch. of Electron. & Inf. Eng., South China Univ. of Technol., Guangzhou
Abstract :
In this paper, a spatial co-occurrence matrix (SCM) is proposed for representing the spatial relationship of semantic objects in images. The proposed SCM is established on both vertical and horizontal directions of interesting objects from the prototype spatial arrangement in images. The spatial relationships among objects can be retained directly in the prototype spatial arrangements, and then implicitly embedded in the proposed SCM. Furthermore, the calculation of spatial similarity among images can be implemented by calculating the distance between the SCMs.
Keywords :
image processing; matrix algebra; image semantics objects; spatial co-occurrence matrix; vertical-horizontal directions; Automation; Cathode ray tubes; Decoding; Image databases; Image retrieval; Image storage; Knowledge representation; Layout; Prototypes; Two dimensional displays; co-occurrence matrix; image semantics; spatial arrangement; spatial relationship;
Conference_Titel :
Information and Automation, 2008. ICIA 2008. International Conference on
Conference_Location :
Changsha
Print_ISBN :
978-1-4244-2183-1
Electronic_ISBN :
978-1-4244-2184-8
DOI :
10.1109/ICINFA.2008.4607986