Scale-Based Description and Recognition of Planar Curves and Two-Dimensional Shapes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Iconic indexing by 2-D strings
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic optically-based recognition of speech
Pattern Recognition Letters
An improved automatic lipreading system to enhance speech recognition
CHI '88 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
2D C-string: a new spatial knowledge representation for image database systems
Pattern Recognition
Retrieval of similar pictures on pictorial databases
Pattern Recognition
Temporal reasoning based on semi-intervals
Artificial Intelligence
The perception of articulated motion: recognizing moving light displays
The perception of articulated motion: recognizing moving light displays
Shape and motion from image streams under orthography: a factorization method
International Journal of Computer Vision
Qualitative recognition of motion using temporal texture
CVGIP: Image Understanding - Special issue on purposive, qualitative, active vision
Rx for semantic video database retrieval
MULTIMEDIA '94 Proceedings of the second ACM international conference on Multimedia
Design and evaluation of algorithms for image retrieval by spatial similarity
ACM Transactions on Information Systems (TOIS)
CORE: a content-based retrieval engine for multimedia information systems
Multimedia Systems - Special issue on content-based retrieval
Motion recovery for video content classification
ACM Transactions on Information Systems (TOIS) - Special issue on video information retrieval
Similarity searching in large image database
Similarity searching in large image database
An integrated color-spatial approach to content-based image retrieval
Proceedings of the third ACM international conference on Multimedia
Topological relations in the world of minimum bounding rectangles: a study with R-trees
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
Detection and Recognition of Periodic, Nonrigid Motion
International Journal of Computer Vision
Retrieving video data via motion tracks of content symbols
CIKM '97 Proceedings of the sixth international conference on Information and knowledge management
View-Invariant Analysis of Cyclic Motion
International Journal of Computer Vision
Human motion analysis: a review
Computer Vision and Image Understanding
NeTra: a toolbox for navigating large image databases
Multimedia Systems - Special issue on video content based retrieval
A spatial knowledge structure for image information systems using symbolic projections
ACM '86 Proceedings of 1986 ACM Fall joint computer conference
A distance measure for video sequences
Computer Vision and Image Understanding - Special issue on content-based access for image and video libraries
Image classification and querying using composite region templates
Computer Vision and Image Understanding - Special issue on content-based access for image and video libraries
Theory and Practice of Object Systems
Real-Time Tracking of Moving Persons by Exploiting Spatio-Temporal Image Slices
IEEE Transactions on Pattern Analysis and Machine Intelligence
Maintaining knowledge about temporal intervals
Communications of the ACM
Spatio-Temporal Image Processing: Theory and Scientific Applications
Spatio-Temporal Image Processing: Theory and Scientific Applications
Multimedia Database Systems: Design and Implementation Strategies
Multimedia Database Systems: Design and Implementation Strategies
Automatic Video Database Indexing and Retrieval
Multimedia Tools and Applications
View-Invariant Representation and Recognition of Actions
International Journal of Computer Vision
Composition and Search with a Video Algebra
IEEE MultiMedia
A Unifying Approach to Iconic Indexing for 2-D and 3-D Scenes
IEEE Transactions on Knowledge and Data Engineering
Symbolic Description and Visual Querying of Image Sequences Using Spatio-Temporal Logic
IEEE Transactions on Knowledge and Data Engineering
A Knowledge-Based Approach for Retrieving Images by Content
IEEE Transactions on Knowledge and Data Engineering
Picture Similarity Retrieval Using the 2D Projection Interval Representation
IEEE Transactions on Knowledge and Data Engineering
Spatio-Temporal Composition of Video Objects: Representation and Querying in Video Database Systems
IEEE Transactions on Knowledge and Data Engineering
3D-List: A Data Structure for Efficient Video Query Processing
IEEE Transactions on Knowledge and Data Engineering
ImageMap: An Image Indexing Method Based on Spatial Similarity
IEEE Transactions on Knowledge and Data Engineering
An Intelligent Image Database System
IEEE Transactions on Software Engineering
A Three-Dimensional Iconic Environment for Image Database Querying
IEEE Transactions on Software Engineering
Interval-Based Conceptual Models for Time-Dependent Multimedia Data
IEEE Transactions on Knowledge and Data Engineering
OVID: Design and Implementation of a Video-Object Database System
IEEE Transactions on Knowledge and Data Engineering
Design, Implementation and Evaluation of SCORE (a System for COntent based REtrieval of Pictures)
ICDE '95 Proceedings of the Eleventh International Conference on Data Engineering
Similarity based Retrieval of Pictures Using Indices on Spatial Relationships
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
SSDBM '96 Proceedings of the Eighth International Conference on Scientific and Statistical Database Management
A TV News Retrieval System with Interactive Query Function
COOPIS '97 Proceedings of the Second IFCIS International Conference on Cooperative Information Systems
A Temporal Foundation of Video Databases
Proceedings of the International Workshop on Temporal Databases: Recent Advances in Temporal Databases
Qualitative Spatial Representation and Reasoning Techniques
KI '97 Proceedings of the 21st Annual German Conference on Artificial Intelligence: Advances in Artificial Intelligence
Reasoning about Gradual Changes of Topological Relationships
Proceedings of the International Conference GIS - From Space to Territory: Theories and Methods of Spatio-Temporal Reasoning on Theories and Methods of Spatio-Temporal Reasoning in Geographic Space
Extended Symbolic Projections as a Knowledge Structure for Spatial Reasoning
Proceedings of the 4th International Conference on Pattern Recognition
Integrated spatial and feature image query
Multimedia Systems
Visual Specification of Spatio-Temporal Developments
VL '99 Proceedings of the IEEE Symposium on Visual Languages
A comparison of wavelet transform features for texture image annotation
ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol.2)-Volume 2 - Volume 2
Trail-Based Approach for Video Data Indexing and Retrieval
ICMCS '99 Proceedings of the IEEE International Conference on Multimedia Computing and Systems - Volume 2
Quasi-Invariants for Human Action Representation and Recognition
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 1 - Volume 1
An Algorithm for Content-based Retrieval in Multimedia Databases
ICMCS '96 Proceedings of the 1996 International Conference on Multimedia Computing and Systems
Modeling of Moving Objects in a Video Database
ICMCS '97 Proceedings of the 1997 International Conference on Multimedia Computing and Systems
A visual search system for video and image databases
ICMCS '97 Proceedings of the 1997 International Conference on Multimedia Computing and Systems
Spatial similarity-based retrievals and image indexing by hierarchical decomposition
IDEAS '97 Proceedings of the 1997 International Symposium on Database Engineering & Applications
Modeling of video spatial relationships in an object database management system
IW-MMDBMS '96 Proceedings of the 1996 International Workshop on Multi-Media Database Management Systems (IW-MMDBMS '96)
Multiple View Geometry in Computer Vision
Multiple View Geometry in Computer Vision
Spatio-temporal modeling of video data for on-line object-oriented query processing
ICMCS '95 Proceedings of the International Conference on Multimedia Computing and Systems
Integrated Multimedia Object and Application Modeling Based on Events and Scenarios
IW-MMDBMS '95 Proceedings of the International Workshop on Multi-Media Database Management Systems
Spatio-Temporal Composition in Multimedia Applications
MMSD '96 Proceedings of the 1996 International Workshop on Multimedia Software Development (MMSD '96)
Context and configuration-based scene classification
Context and configuration-based scene classification
Parameterized Modeling and Recognition of Activities
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
View-invariant Alignment and Matching of Video Sequences
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Recognizing Action at a Distance
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
A Survey of Content Based 3D Shape Retrieval Methods
SMI '04 Proceedings of the Shape Modeling International 2004
Video Sequence Matching with Spatio-Temporal Constraints
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 3 - Volume 03
Actions Sketch: A Novel Action Representation
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
International Journal of Computer Vision
TemporalBoost for Event Recognition
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 - Volume 01
Spatio temporal helixes for event modeling
dg.o '02 Proceedings of the 2002 annual national conference on Digital government research
Modeling and comparing spatiotemporal events
dg.o '04 Proceedings of the 2004 annual national conference on Digital government research
IEEE Transactions on Pattern Analysis and Machine Intelligence
Spatio-Temporal Context for Robust Multitarget Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image Processing, Analysis, and Machine Vision
Image Processing, Analysis, and Machine Vision
Matching actions in presence of camera motion
Computer Vision and Image Understanding - Special issue on modeling people: Vision-based understanding of a person's shape, appearance, movement, and behaviour
Negative Samples Analysis in Relevance Feedback
IEEE Transactions on Knowledge and Data Engineering
Space-Time Completion of Video
IEEE Transactions on Pattern Analysis and Machine Intelligence
Extraction and Analysis of Multiple Periodic Motions in Video Sequences
IEEE Transactions on Pattern Analysis and Machine Intelligence
Generic temporal segmentation of cyclic human motion
Pattern Recognition
Polygonal Approximations by Newton's Method
IEEE Transactions on Computers
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Three-View Multibody Structure from Motion
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multicamera People Tracking with a Probabilistic Occupancy Map
IEEE Transactions on Pattern Analysis and Machine Intelligence
Constraint Integration for Efficient Multiview Pose Estimation with Self-Occlusions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Robust Real-Time Unusual Event Detection using Multiple Fixed-Location Monitors
IEEE Transactions on Pattern Analysis and Machine Intelligence
Activity based surveillance video content modelling
Pattern Recognition
Instantly indexed multimedia databases of real world events
IEEE Transactions on Multimedia
IEEE Transactions on Multimedia
Video-Based Human Movement Analysis and Its Application to Surveillance Systems
IEEE Transactions on Multimedia
A genetic algorithm for searching spatial configurations
IEEE Transactions on Evolutionary Computation
Multitraining Support Vector Machine for Image Retrieval
IEEE Transactions on Image Processing
Invariant matching and identification of curves using B-splines curve representation
IEEE Transactions on Image Processing
A fully automated content-based video search engine supporting spatiotemporal queries
IEEE Transactions on Circuits and Systems for Video Technology
Factor graph framework for semantic video indexing
IEEE Transactions on Circuits and Systems for Video Technology
3-D Time-Varying Scene Capture Technologies—A Survey
IEEE Transactions on Circuits and Systems for Video Technology
Which Components are Important for Interactive Image Searching?
IEEE Transactions on Circuits and Systems for Video Technology
Towards surveillance video search by natural language query
Proceedings of the ACM International Conference on Image and Video Retrieval
Grounding spatial prepositions for video search
Proceedings of the 2009 international conference on Multimodal interfaces
Visual event detection using orientation histograms with feature point trajectory information
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
A fast cube-based video shot retrieval using 3D moment-preserving technique
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Grounding spatial language for video search
International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction
Video event detection as matching of spatiotemporal projection
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
Efficient spatio-temporal edge descriptor
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Hi-index | 0.01 |
Video retrieval is increasingly based on image content. A number of studies on video retrieval have used low-level pixel content related to statistical moments, shape, colour and texture. However, it is well recognised that such information is not enough for uniquely discriminating across different multimedia content. The use of semantic information, especially which derived from spatio-temporal analysis is of great value in multimedia annotation, archiving and retrieval. In this review paper, we detail how the use of spatiotemporal semantic knowledge is changing the way in which modern research the conducted. In this paper we review a number of studies and concepts related to such analysis, and draw important conclusions on where future research is headed.