Digital image processing and computer vision: an introduction to theory and implementations
Digital image processing and computer vision: an introduction to theory and implementations
Curves and surfaces for computer aided geometric design
Curves and surfaces for computer aided geometric design
MPEG: a video compression standard for multimedia applications
Communications of the ACM - Special issue on digital multimedia systems
Data Engineering - Special issue on multimedia information systems
Image sequence description using spatiotemporal flow curves: toward motion-based recognition
Image sequence description using spatiotemporal flow curves: toward motion-based recognition
Salient video stills: content and context preserved
MULTIMEDIA '93 Proceedings of the first ACM international conference on Multimedia
Performance of a software MPEG video decoder
MULTIMEDIA '93 Proceedings of the first ACM international conference on Multimedia
Projection detecting filter for video cut detection
MULTIMEDIA '93 Proceedings of the first ACM international conference on Multimedia
Panoramic overviews for navigating real-world scenes
MULTIMEDIA '93 Proceedings of the first ACM international conference on Multimedia
A digital on-demand video service supporting content-based queries
MULTIMEDIA '93 Proceedings of the first ACM international conference on Multimedia
Tcl and the Tk toolkit
Towards model-based recognition of human movements in image sequences
CVGIP: Image Understanding
Content-based browsing of video sequences
MULTIMEDIA '94 Proceedings of the second ACM international conference on Multimedia
Rx for semantic video database retrieval
MULTIMEDIA '94 Proceedings of the second ACM international conference on Multimedia
MULTIMEDIA '94 Proceedings of the second ACM international conference on Multimedia
Vision processor system for moving-object analysis
Machine Vision and Applications
Content classification and retrieval of digital video on motion recovery
Content classification and retrieval of digital video on motion recovery
Multimedia Systems and Techniques
Multimedia Systems and Techniques
Practical Digital Video with Programming Examples in C
Practical Digital Video with Programming Examples in C
Multimedia Information Systems
IEEE MultiMedia
Semantic Queries with Pictures: The VIMSYS Model
VLDB '91 Proceedings of the 17th International Conference on Very Large Data Bases
Proceedings of the Third International Workshop on Network and Operating System Support for Digital Audio and Video
Semantic Queries in Image Databases
Proceedings of the IFIP TC2/WG 2.6 Second Working Conference on Visual Database Systems II
Automatic Video Indexing and Full-Video Search for Object Appearances
Proceedings of the IFIP TC2/WG 2.6 Second Working Conference on Visual Database Systems II
Robust Multiple Car Tracking with Occlusion Reasoning
Robust Multiple Car Tracking with Occlusion Reasoning
The myth of semantic video retrieval
ACM Computing Surveys (CSUR)
CVEPS - a compressed video editing and parsing system
MULTIMEDIA '96 Proceedings of the fourth ACM international conference on Multimedia
Communications of the ACM
Retrieving video data via motion tracks of content symbols
CIKM '97 Proceedings of the sixth international conference on Information and knowledge management
Video keyframe extraction and filtering: a keyframe is not a keyframe to everyone
CIKM '97 Proceedings of the sixth international conference on Information and knowledge management
Rule-based video classification system for basketball video indexing
MULTIMEDIA '00 Proceedings of the 2000 ACM workshops on Multimedia
Database research at Arizona State University
ACM SIGMOD Record
A Language for Content-Based Video Retrieval
Multimedia Tools and Applications
Modeling and Retrieval of Moving Objects
Multimedia Tools and Applications
Efficient Near Neighbor Searching Using Multi-Indexes for Content-Based Multimedia Data Retrieval
Multimedia Tools and Applications
Tracking Scale-Space Blobs for Video Description
IEEE MultiMedia
3D-List: A Data Structure for Efficient Video Query Processing
IEEE Transactions on Knowledge and Data Engineering
Computing Content-Plots for Video
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Efficient Algorithms for Motion Based Video Retireval
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
An Overview of MPEG-7 Motion Descriptors and Their Applications
CAIP '01 Proceedings of the 9th International Conference on Computer Analysis of Images and Patterns
Modeling MPEG VBR video traffic using type-2 fuzzy logic systems
Granular computing
Video retrieval using spatio-temporal descriptors
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
An algorithm to estimate mean vehicle speed from MPEG Skycam video
Multimedia Tools and Applications
State-of-the-art on spatio-temporal information-based video retrieval
Pattern Recognition
Trajectory representation using Gabor features for motion-based video retrieval
Pattern Recognition Letters
Detecting establishment shots using camera motion
International Journal of Computers and Applications
Content-based retrieval for human motion data
Journal of Visual Communication and Image Representation
Spatio-temporal descriptor using 3D curvature scale space
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
Classification of MPEG VBR video data using gradient-based FCM with divergence measure
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
Classification of MPEG video content using divergence measure with data covariance
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part I
Video model for dynamic objects
Information Sciences: an International Journal
International Journal of Computer Vision
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Like other types of digital information, video sequences must be classified based on the semantics of their contents. A more-precise and completer extraction of semantic information will result in a more-effective classification. The most-discernible difference between still images and moving pictures stems from movements and variations. Thus, to go from the realm of still-image repositories to video databases, we must be able to deal with motion. Particularly, we need the ability to classify objects appearing in a video sequence based on their characteristics and features such as shape or color, as well as their movements. By describing the movements that we derive from the process of motion analysis, we introduce a dual hierarchy consisting of spatial and temporal parts for video sequence representation. This gives us the flexibility to examine arbitrary sequences of frames at various levels of abstraction and to retrieve the associated temporal information (say, object trajectories) in addition to the spatial representation. Our algorithm for motion detection uses the motion compensation component of the MPEG video-encoding scheme and then computes trajectories for objects of interest. The specification of a language for retrieval of video based on the spatial as well as motion characteristics is presented.