Output details
11 - Computer Science and Informatics
University of Leeds
Output title
Event Model Learning from Complex Videos using ILP
Type
E - Conference contribution
Name of conference/published proceedings
Frontiers in Artificial Intelligence and Applications
Volume number
215
Issue number
-
First page of article
93
ISSN of proceedings
0922-6389
Year of publication
2010
URL
-
Number of additional authors
2
Additional information
<23>This is the first application of inductive logic programming (ILP) to activity analysis in computer vision. Using a qualitative spatio-temporal representation for object interaction, ILP is demonstrated effective, with rapidly growing impact: (i) it led directly to the major EU project RACE (2011-2014, €3M) that is extending the approach to learn about robotic interaction with the environment; (ii) it was central to the definition of project Vigil (2010-2013, $570k to Leeds), part of DARPA’s Minds Eye programme, led by SRI; and (iii) it has already led to a further publication reporting on an extension (DOI:10.1007/978-3-642-31951-8_14).
Interdisciplinary
-
Cross-referral requested
-
Research group
None
Citation count
7
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
