Emergent Semantics through Interaction in Image Databases

Authors:
Simone Santini;Amarnath Gupta;Ramesh Jain
Affiliations:
-;-;-
Venue:
IEEE Transactions on Knowledge and Data Engineering
Year:
2001

Citing 12
Cited 56

Numerical recipes: the art of scientific computing

Numerical recipes: the art of scientific computing
Fast multiresolution image querying

SIGGRAPH '95 Proceedings of the 22nd annual conference on Computer graphics and interactive techniques
Text databases and information retrieval

ACM Computing Surveys (CSUR)
Texture Features for Browsing and Retrieval of Image Data

IEEE Transactions on Pattern Analysis and Machine Intelligence
In search of information in visual media

Communications of the ACM
Dimensionality reduction for similarity searching in dynamic databases

SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Similarity Measures

IEEE Transactions on Pattern Analysis and Machine Intelligence
A User Interface for Emergent Sementics in Image Databases

DS-8 Proceedings of the IFIP TC2/WG2.6 Eighth Working Conference on Database Semantics- Semantic Issues in Multimedia Systems
Computer Analysis of Tv Spots: The Semiotics Perspective

ICMCS '98 Proceedings of the IEEE International Conference on Multimedia Computing and Systems
Explorations in image databases

Explorations in image databases
The "El Niño" Image Database System

ICMCS '99 Proceedings of the IEEE International Conference on Multimedia Computing and Systems - Volume 2
A parametric class of discrete Gabor expansions

IEEE Transactions on Signal Processing

Emergent Semantics

IEEE Intelligent Systems
Emergent semantics and the multimedia semantic web

ACM SIGMOD Record
Genetic algorithm-based relevance feedback for image retrieval using local similarity patterns

Information Processing and Management: an International Journal
Visual structures for image browsing

CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Visualization and User-Modeling for Browsing Personal Photo Libraries

International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval
Query definition using interactive saliency

MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Mining emergent structures from mixed media For content retrieval

Proceedings of the 12th annual ACM international conference on Multimedia
Designing experiential environments for management of personal multimedia

Proceedings of the 12th annual ACM international conference on Multimedia
Event-based modeling and processing of digital media

Proceedings of the 1st international workshop on Computer vision meets databases
A comparison of active classification methods for content-based image retrieval

Proceedings of the 1st international workshop on Computer vision meets databases
From function to context to form: precedents and focus shifts in the form creation process

Proceedings of the 5th conference on Creativity & cognition
Parallel CBIR implementations with load balancing algorithms

Journal of Parallel and Distributed Computing - Special issue on parallel bioinspired algorithms
Similarity learning via dissimilarity space in CBIR

MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Mixed-initiative multimedia for mobile devices: a voting-based user interface for news videos

MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Feature-based approach to semi-supervised similarity learning

Pattern Recognition
Ontology learning: state of the art and open issues

Information Technology and Management
Towards an ecosystem for semantics

Workshop on multimedia information retrieval on The many faces of multimedia semantics
Analysis of usage patterns in experiential multiple perspective web search

Proceedings of the 15th international conference on Multimedia
Weighted Local Similarity Pattern as image similarity model incorporated in GA-based relevance feedback mechanism

Intelligent Data Analysis
Optimization of interactive visual-similarity-based search

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Interactive access to large image collections using similarity-based visualization

Journal of Visual Languages and Computing
The multimedia semantic web

International Journal of Computational Science and Engineering
Combining visual dictionary, kernel-based similarity and learning strategy for image category retrieval

Computer Vision and Image Understanding
Semantics and CBIR: a medical imaging perspective

CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Context-sensitive queries for image retrieval in digital libraries

Journal of Intelligent Information Systems
A knowledge based approach for a fast image retrieval system

Image and Vision Computing
A survey of browsing models for content based image retrieval

Multimedia Tools and Applications
Ontology: Use and Abuse

Adaptive Multimedial Retrieval: Retrieval, User, and Semantics
Multimedia information retrieval: watershed events

MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Context as a Non-ontological Determinant of Semantics

SAMT '08 Proceedings of the 3rd International Conference on Semantic and Digital Media Technologies: Semantic Multimedia
Information-theoretic identification of content pages for analyzing user information needs and actions on the multimedia web

Proceedings of the 2009 ACM symposium on Applied Computing
JustClick: personalized image recommendation via exploratory search from large-scale Flickr images

IEEE Transactions on Circuits and Systems for Video Technology
Semantics support for personalized multimedia content

EuroIMSA '08 Proceedings of the IASTED International Conference on Internet and Multimedia Systems and Applications
PhotoSense: emergent semantics based approach to image annotation

CHI '10 Extended Abstracts on Human Factors in Computing Systems
Image retrieval with segmentation-based query

AMR'06 Proceedings of the 4th international conference on Adaptive multimedia retrieval: user, context, and feedback
Relevance feedback for content-based image retrieval: what can three mouse clicks achieve?

ECIR'03 Proceedings of the 25th European conference on IR research
Emergent semantics from users' browsing paths

ISI'03 Proceedings of the 1st NSF/NIJ conference on Intelligence and security informatics
Dynamic content-page identification for media-rich websites

Multimedia Tools and Applications
Automatic image semantic interpretation using social action and tagging data

Multimedia Tools and Applications
Semantic analysis and retrieval in personal and social photo collections

Multimedia Tools and Applications
Human-computer interaction for the generation of image processing applications

International Journal of Human-Computer Studies
Similarity-based image organization and browsing using multi-resolution self-organizing map

Image and Vision Computing
Semantically relevant image retrieval by combining image and linguistic analysis

ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part II
Image browsing: semantic analysis of NNk

CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Using linguistic models for image retrieval

ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
Augmenting navigation for collaborative tagging with emergent semantics

ISWC'06 Proceedings of the 5th international conference on The Semantic Web
The multimedia semantic web

DNIS'05 Proceedings of the 4th international conference on Databases in Networked Information Systems
Hierarchical partitions for content image retrieval from large-scale database

MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Notes for the conceptual design of interfaces

ER'06 Proceedings of the 25th international conference on Conceptual Modeling
Interoperability through emergent semantics a semiotic dynamics approach

Journal on Data Semantics VI
Putting the user in the loop: visual resource discovery

AMR'05 Proceedings of the Third international conference on Adaptive Multimedia Retrieval: user, context, and feedback
GoFish: fishing thousand words worth a picture

IHCI'10 Proceedings of the 2010 international conference on Interaction Design & International Development
Saliency filtering of SIFT detectors: application to CBIR

ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
Multiple perspective interactive search: a paradigm for exploratory search and information retrieval on the web

Multimedia Tools and Applications
Exploiting time in automatic image tagging

ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Cross-modal social image clustering and tag cleansing

Journal of Visual Communication and Image Representation

Quantified Score

Hi-index	0.00

Visualization

Abstract

In this paper, we briefly discuss some aspects of image semantics and the role that it plays for the design of image databases. We argue that images don't have an intrinsic meaning, but that they are endowed with a meaning by placing them in the context of other images and by the user interaction. From this observation, we conclude that, in an image, database users should be allowed to manipulate not only the individual images, but also the relation between them. We present an interface model based on the manipulation of configurations of images.