Viewpoint: Technological access control interferes with noninfringing scholarship
Communications of the ACM
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
Identify Regions of Interest(ROI) for video watermark embedment with principle component analysis
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
On clustering and retrieval of video shots
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Feature extraction and content analysis for sports videos annotation
MULTIMEDIA '01 Proceedings of the 2001 ACM workshops on Multimedia: multimedia information retrieval
Motion-Based Video Representation for Scene Change Detection
International Journal of Computer Vision
Color image segmentation using fuzzy C-means and eigenspace projections
Signal Processing
Semantic Characterization of Visual Content for Sports Videos Annotation
MDIC '01 Proceedings of the Second International Workshop on Multimedia Databases and Image Communication
Semantic Annotation and Indexing of News and Sports Videos
SOFSEM '02 Proceedings of the 29th Conference on Current Trends in Theory and Practice of Informatics: Theory and Practice of Informatics
Where Does Computational Media Aesthetics Fit?
IEEE MultiMedia
Multimodal Video Indexing: A Review of the State-of-the-art
Multimedia Tools and Applications
Object Level Frame Comparison for Video Shot Detection
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
A new motion histogram to index motion content in video segments
Pattern Recognition Letters
A motion-based scene tree for browsing and retrieval of compressed videos
Information Systems
A robust scene recognition system for baseball broadcast using data-driven approach
Proceedings of the 6th ACM international conference on Image and video retrieval
An overview of video shot clustering and summarization techniques for mobile applications
MobiMedia '06 Proceedings of the 2nd international conference on Mobile multimedia communications
Spatio-chromatic decorrelation for color image compression
Image Communication
Dimensionality reduction for heterogeneous dataset in rushes editing
Pattern Recognition
A Linear Cost Function Model and its Application
CAR '09 Proceedings of the 2009 International Asia Conference on Informatics in Control, Automation and Robotics
Spatiotemporal saliency for video classification
Image Communication
Automatic score scene detection for baseball video
LKR'08 Proceedings of the 3rd international conference on Large-scale knowledge resources: construction and application
Video indexing and retrieval in compressed domain using fuzzy-categorization
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part II
Video key frame extraction through dynamic Delaunay clustering with a structural constraint
Journal of Visual Communication and Image Representation
Infinite Dirichlet mixture models learning via expectation propagation
Advances in Data Analysis and Classification
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We use principal component analysis (PCA) to reduce the dimensionality of features of video frames for the purpose of content description. This low-dimensional description makes practical the direct use of all the frames of a video sequence in later analysis. The PCA representation circumvents or eliminates several of the stumbling blocks in current analysis methods and makes new analyses feasible. We demonstrate this with two applications. The first accomplishes high-level scene description without shot detection and key-frame selection. The second uses the time sequences of motion data from every frame to classify sports sequences