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Output details

11 - Computer Science and Informatics

University of Leeds

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Output 45 of 95 in the submission
Output title

From Video to RCC8: Exploiting a Distance Based Semantics to Stabilise the Interpretation of Mereotopological Relations

Type
E - Conference contribution
Name of conference/published proceedings
Spatial Information Theory
Volume number
6899
Issue number
-
First page of article
110
ISSN of proceedings
0302-9743
Year of publication
2011
URL
-
Number of additional authors
2
Additional information

<22> Funded by a DARPA project (Mind's Eye, SRI subcontractor, $570k), this COSIT-11 Best Paper makes two major contributions: (1) a completely novel distance-based semantics for the ubiquitous qualitative spatial RCC-8 calculus (Cohn’s seminal KR-92 paper is GScholar >1700), rather than point-set intersection, allowing representation of, e.g., “nearly touching”; (2) a demonstration that more stable sequences of Qualitative Spatial Relations from noisy video data via a HMM based on the semantics thus improving activity recognition. The RedVine software (http://www.engineering.leeds.ac.uk/computing/research/vision/redvine/Redvine.htm) incorporates this technique which is now being exploited in two new EU projects on activity recognition (RACE, STRANDS: €1.5M).

Interdisciplinary
-
Cross-referral requested
-
Research group
None
Citation count
2
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-