Incongruence Detection in Audio-Visual Processing
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F12%3A00200332" target="_blank" >RIV/68407700:21230/12:00200332 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-642-24034-8_5" target="_blank" >http://dx.doi.org/10.1007/978-3-642-24034-8_5</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-642-24034-8_5" target="_blank" >10.1007/978-3-642-24034-8_5</a>
Alternative languages
Result language
angličtina
Original language name
Incongruence Detection in Audio-Visual Processing
Original language description
The recently introduced theory of incongruence allows for detection of unexpected events in observations via disagreement of classifiers on specific and general levels of a classifier hierarchy which encodes the understanding a machine currently has of the world. We present an application of this theory, a hierarchy of classifiers describing an audio-visual speaker detector, and show successful incongruence detection on sequences acquired by a static as well as by a moving AWEAR 2.0 device using the presented classifier hierarchy.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
JD - Use of computers, robotics and its application
OECD FORD branch
—
Result continuities
Project
—
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Detection and Identification of Rare Audiovisual Cues
ISBN
978-3-642-24033-1
ISSN
1860-949X
e-ISSN
—
Number of pages
9
Pages from-to
67-75
Publisher name
Springer
Place of publication
Berlin
Event location
Barcelona
Event date
Sep 24, 2010
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000302002500006