Type

Conference Proceedings

Authors

Alan F. Smeaton
Gareth J. F. Jones
Noel E. O'Connor
Daragh Byrne
Cathal Gurrin

Subjects

Computer Science

Topics
information technology human digital memory context analysis semantic enrichment information retrieval lifelogging human digital memories information storage and retrieval systems image processing

Architecture and challenges of maintaining a large-scale, context-aware human digital memory (2008)

Abstract Recent advances in digital multimedia capture, transmission and storage has led us close to realising the MEMEX vision, in which much of an individual's personal information can be stored for retrieval at a later stage. These personal archives (Human Digital Memories (HDMs)) are constructed from a wide range of data sources across various media types. In this paper we examine the challenges of building, organising, browsing, searching and recommending from large (multi-million item per annum) visual HDMs. We present our findings based on an extensive period of HDM generation (2 years and 2 million images), illustrating the challenges of and architectural requirements for managing such archives.
Collections Ireland -> Dublin City University -> DCU Faculties and Centres = Research Initiatives and Centres: Centre for Digital Video Processing (CDVP)
Ireland -> Dublin City University -> Subject = Computer Science: Information storage and retrieval systems
Ireland -> Dublin City University -> Status = Published
Ireland -> Dublin City University -> DCU Faculties and Centres = Research Initiatives and Centres
Ireland -> Dublin City University -> Publication Type = Conference or Workshop Item
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools: Faculty of Engineering and Computing: School of Computing
Ireland -> Dublin City University -> Subject = Computer Science: Image processing
Ireland -> Dublin City University -> Subject = Computer Science
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools
Ireland -> Dublin City University -> DCU Faculties and Centres = Research Initiatives and Centres: CLARITY: The Centre for Sensor Web Technologies
Ireland -> Dublin City University -> Subject = Computer Science: Information retrieval
Ireland -> Dublin City University -> Subject = Computer Science: Information technology
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools: Faculty of Engineering and Computing

Full list of authors on original publication

Alan F. Smeaton, Gareth J. F. Jones, Noel E. O'Connor, Daragh Byrne, Cathal Gurrin

Experts in our system

1
Alan F. Smeaton
Dublin City University
Total Publications: 450
 
2
Gareth J. F. Jones
Dublin City University
Total Publications: 265
 
3
Noel E. O'Connor
Dublin City University
Total Publications: 420
 
4
Daragh Byrne
Dublin City University
Total Publications: 51
 
5
Cathal Gurrin
Dublin City University
Total Publications: 182