Interactive Product Search Based on Global and Local Visual-Semantic Features
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F18%3A10389221" target="_blank" >RIV/00216208:11320/18:10389221 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-030-02224-2_7" target="_blank" >http://dx.doi.org/10.1007/978-3-030-02224-2_7</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-030-02224-2_7" target="_blank" >10.1007/978-3-030-02224-2_7</a>
Alternative languages
Result language
angličtina
Original language name
Interactive Product Search Based on Global and Local Visual-Semantic Features
Original language description
In this paper, we present a prototype web application of a product search engine of a fashion e-shop. Today, e-shop product metadata consist of text description, simple attributes (price, size, color, fabric, etc.) and visual information (product photo). Search engines used in e-shops mostly provide text and attribute/category interface for product filtering. In our model, we focus on the visual information applied in an interactive query-by-example scenario. The global visual descriptors may be often ambiguous and may not correspond well with the intended mental query of the user. Therefore, we proposed and evaluated model and GUI allowing user to guide the query process by selecting image regions (patches) of interest within the query. In the demo evaluation, we show that allowing user to specify relevant image patches led to a significant improvement of the results' relevance in the vast majority of tested queries.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
—
OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/GA17-22224S" target="_blank" >GA17-22224S: User preference analytics in multimedia exploration models</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
11th International Conference on Similarity Search and Applications
ISBN
978-3-030-02223-5
ISSN
0302-9743
e-ISSN
neuvedeno
Number of pages
9
Pages from-to
87-95
Publisher name
Springer
Place of publication
Berlin
Event location
Lima, Peru
Event date
Oct 7, 2017
Type of event by nationality
CST - Celostátní akce
UT code for WoS article
—