TY  - JOUR
ID  - SisLab3819
UR  - https://eprints.uet.vnu.edu.vn/eprints/id/eprint/3819/
A1  - Nguyen, Diep Thi Ngoc
A1  - Kiyoki, Yasushi
Y1  - 2013///
N2  - Our imagination-based query creation method is a new approach to image-recall functions reflecting color-based imaginations in human brains. This method dynamically represents user's imaginations and creates queries for image retrieval. The important aim of this method is to express user's abstract intentions in a computable objects and to recall those imaginations from image databases with color-analytical image retrieval. The main features of this method are: (1) a hierarchical model for color indexing to express image contexts, (2) color zooming for context-dependent color histogram generation by utilizing color names as contextual words, (3) integrating several histograms by using five histogram-combining operations and dynamic semantic weighting, and (4) threshold controlling for semantic correlation. This method exploits color information to retrieve intended images expressing a user's imagination. This paper also represents a ?Database for Imagination Expression? (DBIE), which stores, shares and reuses created queries. Additionally, several qualitative experiments are also represented to examine the effectiveness and the feasibility of our method.
JF  - Frontiers in Artificial Intelligence and Applications
VL  - 251
TI  - An imagination-based query creation method for image retrieval
SP  - 201
AV  - none
EP  - 220
ER  -