Title :
Subjective explanations of pictures considering consistency between pictures
Author :
Kato, Shigeru ; Onisawa, Takehisa
Author_Institution :
Grad. Sch. of Syst. & Inf., Univ. of Tsukuba, Japan
Abstract :
This paper describes the system that outputs linguistic expressions of pictures considering consistency of their contents and connections, where pictures are given in any order. Picture information obtained from given pictures is inputted into the system. The system gets descriptions of basic contents of each picture using neural network models, fuzzy reasoning and case-based reasoning. The connective relationships between pictures are also explained using case-based reasoning. If the contradictory relationships between pictures are obtained, they are eliminated from linguistic expressions. The system outputs linguistic expressions including basic contents of pictures and relationships between pictures. Finally, simulation experiments show that the presented system is useful
Keywords :
case-based reasoning; explanation; fuzzy logic; fuzzy neural nets; case-based reasoning; consistency; fuzzy reasoning; linguistic expressions; neural network models; simulation experiments; subjective explanations; Emotion recognition; Eyebrows; Face recognition; Fuzzy reasoning; Humans; Information processing; Mouth; Neural networks; Shape; Systems engineering and theory;
Conference_Titel :
IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-7078-3
DOI :
10.1109/NAFIPS.2001.943686