Abstract
This paper presents a combined-image query creation method for expressing user's intentions by combining multiple digital images for image retrieval. This method uses image databases provided for query-creation and performs several set-operators to express user's imagination by combining user's imaginary images and real scenes. The user's intentions are expressed by the operation of subspace projection in the image feature space. This method makes it possible to create an imaginary image as the combined-image query for expressing user's intentions by combining several images and operators in the query creation process. The important feature of this method is to use shape and color features for expressing imaginations by extending our previously proposed method. This paper shows several experimental results to clarify the feasibility and effectiveness of our method.
| Original language | English |
|---|---|
| Title of host publication | Frontiers in Artificial Intelligence and Applications |
| Pages | 258-277 |
| Number of pages | 20 |
| Volume | 225 |
| DOIs | |
| Publication status | Published - 2011 |
Publication series
| Name | Frontiers in Artificial Intelligence and Applications |
|---|---|
| Volume | 225 |
| ISSN (Print) | 09226389 |
Fingerprint
Keywords
- Content-based Image Retrieval
- Image-Query Creation
- Multimedia Database
- Query-By-An Image
- User's Intentions
ASJC Scopus subject areas
- Artificial Intelligence
Cite this
A combined image-query creation method for expressing user's intentions with shape and color features in multiple digital images. / Hayashi, Yasuhiro; Kiyoki, Yasushi; Chen, Xing.
Frontiers in Artificial Intelligence and Applications. Vol. 225 2011. p. 258-277 (Frontiers in Artificial Intelligence and Applications; Vol. 225).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - A combined image-query creation method for expressing user's intentions with shape and color features in multiple digital images
AU - Hayashi, Yasuhiro
AU - Kiyoki, Yasushi
AU - Chen, Xing
PY - 2011
Y1 - 2011
N2 - This paper presents a combined-image query creation method for expressing user's intentions by combining multiple digital images for image retrieval. This method uses image databases provided for query-creation and performs several set-operators to express user's imagination by combining user's imaginary images and real scenes. The user's intentions are expressed by the operation of subspace projection in the image feature space. This method makes it possible to create an imaginary image as the combined-image query for expressing user's intentions by combining several images and operators in the query creation process. The important feature of this method is to use shape and color features for expressing imaginations by extending our previously proposed method. This paper shows several experimental results to clarify the feasibility and effectiveness of our method.
AB - This paper presents a combined-image query creation method for expressing user's intentions by combining multiple digital images for image retrieval. This method uses image databases provided for query-creation and performs several set-operators to express user's imagination by combining user's imaginary images and real scenes. The user's intentions are expressed by the operation of subspace projection in the image feature space. This method makes it possible to create an imaginary image as the combined-image query for expressing user's intentions by combining several images and operators in the query creation process. The important feature of this method is to use shape and color features for expressing imaginations by extending our previously proposed method. This paper shows several experimental results to clarify the feasibility and effectiveness of our method.
KW - Content-based Image Retrieval
KW - Image-Query Creation
KW - Multimedia Database
KW - Query-By-An Image
KW - User's Intentions
UR - http://www.scopus.com/inward/record.url?scp=79951669231&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=79951669231&partnerID=8YFLogxK
U2 - 10.3233/978-1-60750-690-4-258
DO - 10.3233/978-1-60750-690-4-258
M3 - Conference contribution
AN - SCOPUS:79951669231
SN - 9781607506898
VL - 225
T3 - Frontiers in Artificial Intelligence and Applications
SP - 258
EP - 277
BT - Frontiers in Artificial Intelligence and Applications
ER -