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Ontology for Semantic Integration in a Cognitive Surveillance System [chapter]

Carles Fernández, Jordi Gonzàlez
Semantic Multimedia  
This paper proposes a novel ontology as a suitable mechanism to restrict and integrate high-level semantics for Human Sequence Evaluation (HSE), which incorporates multilingual capabilities and multipurpose  ...  for the integration of multiple domains of semantic knowledge.  ...  As a result, the obtained ontology builds on a neutral framework which integrates semantic representations from vision and linguistics in a cognitive environment.  ... 
doi:10.1007/978-3-540-77051-0_29 dblp:conf/samt/FernandezG07 fatcat:zrqd7nmszrgmfcxjkdcxwtpmie

Towards Ontological Cognitive System [chapter]

Carles Fernandez, Jordi Gonzàlez, João Manuel R. S. Tavares, F. Xavier Roca
2013 Lecture Notes in Computational Vision and Biomechanics  
As a result, current trends on cognitive vision promise to recognize complex events and self-adapt to different environments, while managing and integrating several types of knowledge.  ...  The increasing ubiquitousness of digital information in our daily lives has positioned video as a favored information vehicle, and given rise to an astonishing generation of social media and surveillance  ...  Given the varied nature of types of knowledge involved in our intended system, an ontological framework becomes a sensible choice of design: such a framework integrates different sources of in-formation  ... 
doi:10.1007/978-94-007-0726-9_5 fatcat:kugu32atk5ahpcuppraqhhrsxi

Cognitive and Computational Neuroscience: Principles, Algorithms, and Applications in Surveillance Context [chapter]

Torres Edwin Fabricio Lozada, Campaña Carlos Eduardo Martínez, Arriagada Hector Francisco Gomez
2018 Cognitive and Computational Neuroscience - Principles, Algorithms and Applications  
Whether a surveillance system provides a warning of an activity or situation makes it as important as the selection of the technological elements that allowed it to be captured.  ...  The reuse of methodologies, procedures, and ontologies is described in this chapter of the book.  ...  This analysis focuses on the SV systems based on cameras and sensors for surveillance.  ... 
doi:10.5772/intechopen.73035 fatcat:fwiti6cxybbb3awqbrby7ofmne

Adverse Childhood Experiences (ACEs) Ontology: A Resource for Mental Health Surveillance, Research, and Evaluation (Preprint)

Jon Hael Brenas, Eun Kyong Shin, Arash Shaban-Nejad
2019 JMIR Mental Health  
The ACEs Ontology provides a uniform and reusable semantic network and an integrated knowledge structure for mental health practitioners and researchers to improve ACEs' surveillance and evaluation.  ...  Therefore, we implemented a formal ontology as a resource to allow the mental health community to facilitate data integration and knowledge modeling and to improve ACEs' surveillance and research.  ...  Jonathan A. McCullers, and Dr. Sandra R. Arnold and the entire team at the Family Resilience initiative at Le Bonheur Children's Hospital for their support and insights.  ... 
doi:10.2196/13498 pmid:31115344 pmcid:PMC6707574 fatcat:tnt2nlbfhrd4terly4j6sxqslu

Interpretation of complex situations in a semantic-based surveillance framework

Carles Fernández, Pau Baiget, Xavier Roca, Jordi Gonzàlez
2008 Signal processing. Image communication  
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  ...  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  ...  Jordi Gonzà lez also acknowledges the support of a Juan de la Cierva Postdoctoral fellowship from the Spanish MEC.  ... 
doi:10.1016/j.image.2008.04.015 fatcat:7hun6y3evndodcfcqvic2zszvy

Identifying and Addressing Challenges for Search and Analysis of Disparate Surveillance Video Archives

S. Little, A. Rodriguez, A. Mereu, K. Clawson
2013 5th International Conference on Imaging for Crime Detection and Prevention (ICDP 2013)  
This paper discusses the challenges faced when bringing together multiple disparate surveillance video archives to support semantic analysis and search and describes the SAVASA framework for enabling better  ...  integration of CCTV archives.  ...  Challenges There are many ongoing challenges in automated and integrated surveillance systems [4] .  ... 
doi:10.1049/ic.2013.0260 dblp:conf/icdp/LittleCMR13 fatcat:xyd7wzwtgrcczc44my7w376apu

Prototyping of a Situation Awareness System in the Maritime Surveillance

D O D Handayani, W Sediono, A Shah
2013 IOP Conference Series: Materials Science and Engineering  
In this work, we describe the application of Semantic Web Rule Language to represent corresponding knowledge in the maritime surveillance domain.  ...  The architecture of the system is ontology based. The vessel crews and control room operators may face a loss of SA.  ...  Rule based system To represent and integrate rules into our ontology, we will utilize the Semantic Web Rule Language (SWRL), a combination of OWL-DL and RuleML (8) , that will enrich the semantics of  ... 
doi:10.1088/1757-899x/53/1/012007 fatcat:2t4wxhgjn5ccniahivwhkhfezm

Formal representation of events in a surveillance domain ontology

F. Sobhani, K. Chandramouli, Q. Zhang, E. Izquierdo
2016 2016 IEEE International Conference on Image Processing (ICIP)  
In this paper, we present an extensive ontology framework for representing complex semantic events.  ...  Following the exponential deployment of surveillance systems across a wide-spread region of geographic locations, detection and representation of events has become a critical element in automated surveillance  ...  INTRODUCTION In a world of heightened vandalism and terrorist activities, video surveillance forms an integral part of any incident investigation.  ... 
doi:10.1109/icip.2016.7532490 dblp:conf/icip/SobhaniCZI16 fatcat:rqlmcdv4f5gjlc3qbd7tkrgb6m

Some Epistemological Problems with the Knowledge Level in Cognitive Architectures [article]

Antonio Lieto
2015 arXiv   pre-print
In this perspective, one of the re- quirements that should be considered for the design, the realization and the evaluation of intelligent cognitively inspired systems should be represented by their ability  ...  In this paper I will argue that this is not only a technological problem but also an epistemological one and I will briefly sketch a proposal for a possible solution.  ...  In particular the use of ontologies and of semantic formalisms has been seen as a possible solution for providing effective content to the structural knowledge modules of the cognitive architectures.  ... 
arXiv:1511.08512v1 fatcat:qkzxhyl7gbdptbbkxutayp2lvm

Software-engineering challenges of building and deploying reusable problem solvers

Martin J. O'Connor, Csongor Nyulas, Samson Tu, David L. Buckeridge, Anna Okhmatovskaia, Mark A. Musen
2009 Artificial intelligence for engineering design, analysis and manufacturing  
The complexity of integrating control knowledge modeled by developers using PSMs with the domain knowledge that they model using ontologies creates a barrier to widespread use of PSM-based systems.  ...  In particular, the task–method decomposition process, which provides a means for structuring knowledge-based tasks, is a powerful abstraction for building systems of analytic methods.  ...  David Buckeridge is supported by a Canada Research Chair in Public Health Informatics.  ... 
doi:10.1017/s0890060409990047 pmid:23565031 pmcid:PMC3615443 fatcat:aakurtwbxbaklaq5vqwa2c4ife

Spatial ontologies for detecting abnormal maritime behaviour

Arnaud Vandecasteele, Aldo Napoli
2012 2012 Oceans - Yeosu  
We therefore propose a new prototype for the analysis of abnormal ship behaviour. The system is based on a spatial ontology associated with a geographical inference engine.  ...  The upsurge in piracy and the impact of recent environmental disasters have highlighted the need to improve maritime surveillance.  ...  A SYSTEM FOR THE ANALYSIS OF ABNORMAL SHIP BEHAVIOUR DRIVEN BY AN ONTOLOGY Once the ontology has been built, it is integrated into a system for the analysis of ship behaviour, in order to automatically  ... 
doi:10.1109/oceans-yeosu.2012.6263532 fatcat:h4m643svajhchbk53625f4pwee

A Self-Referential Perceptual Inference Framework for Video Interpretation [chapter]

Christopher Town, David Sinclair
2003 Lecture Notes in Computer Science  
This representation allows one to pose the problem of video analysis in terms of queries expressed in a visual language incorporating prior hierarchical knowledge of the syntactic and semantic structure  ...  This paper presents an extensible architectural model for general content-based analysis and indexing of video data which can be customised for a given problem domain.  ...  The principal author received financial support from the Royal Commission for the Exhibition of 1851.  ... 
doi:10.1007/3-540-36592-3_6 fatcat:4bgk6fhapfdwfcmjaj2s66c7uu

An Approach to Intelligent Information Fusion in Sensor Saturated Urban Environments

Charalampos Doulaverakis, Nikolaos Konstantinou, Thomas Knape, Ioannis Kompatsiaris, John Soldatos
2011 2011 European Intelligence and Security Informatics Conference  
A distinguishing characteristic of the system is that it support seamless integration with semantic web middleware (including ontologies and inference mechanisms), which enable intelligent high-level accurate  ...  This is a key functionality for efficient surveillance in large scale environment, where manual inspection of individual tracking systems becomes extremely resourceful and overall impractical.  ...  ACKNOWLEDGMENT Part of this work has been carried out in the scope of the MEDUSA project (Multi sEensor Data fusion grid for Urban Situational Awareness, co-funded by the European Defense Agency (MDS-MoM-A026RTGC-C  ... 
doi:10.1109/eisic.2011.24 dblp:conf/eisic/DoulaverakisKKKS11 fatcat:bbhdlo5uwvcllbaovffupphtt4

Border surveillance using computer vision enabled robotic swarms for semantically enriched situational awareness

George Orfanidis, Savvas Apostolidis, George Prountzos, Marina Riga, Athanasios Kapoutsis, Konstantinos Ioannidis, Elias Kosmatopoulos, Stefanos Vrochidis, Ioannis Kompatsiaris
2019 Zenodo  
The described architecture and services can provide a complete solution for optimal border surveillance and increased situation awareness.  ...  Innovative sensory systems and specialized equipment are examples that were used for tracking of human and of various illicit materials.  ...  More specically, an ontology was developed for the representation and semantic integration of heterogeneous data generated and exchanged across the cooperative surveillance systems.  ... 
doi:10.5281/zenodo.3961452 fatcat:33qkyuhqbjav7gqi7kojtwddc4

A lock-based cache coherence protocol for scope consistency

Weiwu Hu, Weisong Shi, Zhimin Tang, Ming Li
1998 Journal of Computer Science and Technology  
This work is aimed at creating a computational model for situation awareness of indigenous knowledge in health that will help in information sharing using ontological modeling approach for semantic web  ...  It will also be helpful to the citizenry who may not be able to afford orthodox medicine as well as providing a means of livelihood for the traditional medical doctors (herbalists).  ...  ILInet CDC's influenza surveillance systems g. Global Influenza Surveillance Network (GISN) Influenza surveillance system 2. News and Web Trawling a.  ... 
doi:10.1007/bf02946599 fatcat:inxdogfok5harhf5gugklpp2ny
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