Title :
A Model of Structural Semantics of Image
Author :
Weiyu, Yu ; Yuanjiao, Jiang ; Yinglin, Yu
Author_Institution :
Sch. of Electron. & Inf. Eng., South China Univ. of Technol., Guangzhou
Abstract :
In this paper, a model of structure semantics of image is proposed. We describe the detailed process of mathematical inference for the whole system. The model applies the knowledge of topology, neural networks, and psychology. The system first builds a structure space T using the structure parameters extracted from an image or video segment, then T is mapped to a structure information space IT by a transformation function set phi which is based on psychometric functions. The model introduces a new regulation based on psychology and neural networks for semantic analysis of image or video databases, and we call it psychological response neural network
Keywords :
backpropagation; content-based retrieval; feature extraction; image classification; image retrieval; neural nets; psychology; video databases; image databases; image structural semantics model; mathematical inference; psychological response neural network; psychometric function; semantic analysis; structure information space; structure parameter extraction; transformation function set; video databases; video segment; Data mining; Humans; Image analysis; Image segmentation; Lighting; Mathematical model; Network topology; Neural networks; Psychology; Space technology; Information Space; Structure Parameters; Structure Semantics;
Conference_Titel :
Service Operations and Logistics, and Informatics, 2006. SOLI '06. IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
1-4244-0317-0
Electronic_ISBN :
1-4244-0318-9
DOI :
10.1109/SOLI.2006.329035
