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Author
A. Diplaros; N. Vlassis; Theo Gevers
Title
A Spatially Constrained Generative Model and an EM Algorithm for Image Segmentation
Type
Journal
Year
2007
Publication
IEEE Transactions on Neural Networks
Abbreviated Journal
Volume
18
Issue
3
Pages
798-808
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ISE
Approved
no
Call Number
Admin @ si @ DVG2007
Serial
947
Permanent link to this record
Author
H.M.G. Stokman; Theo Gevers
Title
Selection and Fusion of Color Models for Image Feature Detection
Type
Journal
Year
2007
Publication
IEEE Trans. on Pattern Analysis and Machine Intelligence, vol.29(3):371–381
Abbreviated Journal
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ALTRES;ISE
Approved
no
Call Number
Admin @ si @ StG2007
Serial
948
Permanent link to this record
Author
Joost Van de Weijer; Theo Gevers; A. Gijsenij
Title
Edge-Based Color Constancy
Type
Journal
Year
2007
Publication
IEEE Trans. on Image Processing, vol. 16(9):2207–2214
Abbreviated Journal
Volume
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ISE
Approved
no
Call Number
CAT @ cat @ WGG2007
Serial
949
Permanent link to this record
Author
Carles Fernandez; Pau Baiget; Xavier Roca; Jordi Gonzalez
Title
Interpretation of Complex Situations in a Semantic-based Surveillance Framework
Type
Journal
Year
2008
Publication
Signal Processing: Image Communication, Special Issue on Semantic Analysis for Interactive Multimedia Services
Abbreviated Journal
Volume
23
Issue
7
Pages
554-569
Keywords
Cognitive vision system; Situation analysis; Applied ontologies
Abstract
The integration of cognitive capabilities in computer vision systems requires both to enable high semantic expressiveness and to deal with high computational costs as large amounts of data are involved in the analysis. This contribution describes a cognitive vision system conceived to automatically provide high-level interpretations of complex real-time situations in outdoor and indoor scenarios, and to eventually maintain communication with casual end users in multiple languages. The main contributions are: (i) the design of an integrative multilevel architecture for cognitive surveillance purposes; (ii) the proposal of a coherent taxonomy of knowledge to guide the process of interpretation, which leads to the conception of a situation-based ontology; (iii) the use of situational analysis for content detection and a progressive interpretation of semantically rich scenes, by managing incomplete or uncertain knowledge, and (iv) the use of such an ontological background to enable multilingual capabilities and advanced end-user interfaces. Experimental results are provided to show the feasibility of the proposed approach.
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ISE
Approved
no
Call Number
ISE @ ise @ FBR2008
Serial
954
Permanent link to this record
Author
Mikhail Mozerov; Ariel Amato; Xavier Roca; Jordi Gonzalez
Title
Trajectory Occlusion Handling with Multiple View Distance Minimisation Clustering
Type
Journal
Year
2008
Publication
Optical Engineering, vol. 47(04)04702, DOI:10.11781.2909665
Abbreviated Journal
Volume
Issue
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ISBN
Medium
Area
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Conference
Notes
ISE
Approved
no
Call Number
ISE @ ise @ MAR2008c
Serial
970
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