Publication

Interactive detection of incrementally learned concepts in images with ranking and semantic query interpretation

Schutte, K., Bouma, H., Schavemaker, J., Daniele, L., Sappelli, M., Koot, G., Eendebak, P., Azzopardi, G., Spitters, M., De Boer, M., Kruithof, M. & Brandt, P., 9-Jul-2015, 2015 13th International Workshop on Content-Based Multimedia Indexing, CBMI 2015. IEEE Computer Society, 7153623. (Proceedings - International Workshop on Content-Based Multimedia Indexing; vol. 2015-July).

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  • Interactive detection of incrementally learned concepts in images with ranking and semantic query interpretation

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DOI

  • Klamer Schutte
  • Henri Bouma
  • John Schavemaker
  • Laura Daniele
  • Maya Sappelli
  • Gijs Koot
  • Pieter Eendebak
  • George Azzopardi
  • Martijn Spitters
  • Maaike De Boer
  • Maarten Kruithof
  • Paul Brandt

The number of networked cameras is growing exponentially. Multiple applications in different domains result in an increasing need to search semantically over video sensor data. In this paper, we present the GOOSE demonstrator, which is a real-time general-purpose search engine that allows users to pose natural language queries to retrieve corresponding images. Top-down, this demonstrator interprets queries, which are presented as an intuitive graph to collect user feedback. Bottom-up, the system automatically recognizes and localizes concepts in images and it can incrementally learn novel concepts. A smart ranking combines both and allows effective retrieval of relevant images.

Original languageEnglish
Title of host publication2015 13th International Workshop on Content-Based Multimedia Indexing, CBMI 2015
PublisherIEEE Computer Society
ISBN (Electronic)978-1-4673-6870-4
Publication statusPublished - 9-Jul-2015
Event13th International Workshop on Content-Based Multimedia Indexing, CBMI 2015 - Prague, Czech Republic
Duration: 10-Jun-201512-Jun-2015

Publication series

NameProceedings - International Workshop on Content-Based Multimedia Indexing
Volume2015-July
ISSN (Print)1949-3991

Conference

Conference13th International Workshop on Content-Based Multimedia Indexing, CBMI 2015
CountryCzech Republic
CityPrague
Period10/06/201512/06/2015

Event

13th International Workshop on Content-Based Multimedia Indexing, CBMI 2015

10/06/201512/06/2015

Prague, Czech Republic

Event: Conference

    Keywords

  • concept detection, incremental learning, Semantic reasoning

ID: 117895826