On clustering and retrieval of video shots
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Dialogue Scenes Detection in MPEG Movies: A Multi-expert Approach
MDIC '01 Proceedings of the Second International Workshop on Multimedia Databases and Image Communication
Clustering of Imperfect Transcripts Using a Novel Similarity Measure
Information Retrieval Techniques for Speech Applications [this book is based on the workshop “Information Retrieval Techniques for Speech Applications”, held as part of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in New Orleans, USA, in September 2001].
A Multi-expert System for Movie Segmentation
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Motion-Based Semantic Event Detection for Video Content Description in MPEG-7
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Qualitative Camera Motion Classification for Content-Based Video Indexing
PCM '02 Proceedings of the Third IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Shot Classification of Sports Video Based on Features in Motion Vector Field
PCM '02 Proceedings of the Third IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
A Robust, Efficient, and Fast Global Motion Estimation Method from MPEG Compressed Video
PCM '02 Proceedings of the Third 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
A mid-level representation framework for semantic sports video analysis
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Automatic replay generation for soccer video broadcasting
Proceedings of the 12th annual ACM international conference on Multimedia
Nonparametric motion model with applications to camera motion pattern classification
Proceedings of the 12th annual ACM international conference on Multimedia
Automatic measurement of quality metrics for colonoscopy videos
Proceedings of the 13th annual ACM international conference on Multimedia
A vision-based postproduction tool for footage logging, analysis, and annotation
Graphical Models - Special issue: Vision and computer graphics
Fusion of AV features and external information sources for event detection in team sports video
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
A fusion scheme of visual and auditory modalities for event detection in sports video
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Robust panorama from MPEG video
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Live sports event detection based on broadcast video and web-casting text
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Interactive key frame selection model
Journal of Visual Communication and Image Representation
A fusion architecture based on TBM for camera motion classification
Image and Vision Computing
Multimodal semantic analysis and annotation for basketball video
EURASIP Journal on Applied Signal Processing
Multiple moving object detection for fast video content description in compressed domain
EURASIP Journal on Advances in Signal Processing
Video frame rate up conversion under inconsistent camera motion
Multimedia Tools and Applications
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Evaluation of video news classification techniques for automatic content personalisation
International Journal of Advanced Media and Communication
Consumer video retargeting: context assisted spatial-temporal grid optimization
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Video news classification for automatic content personalization: a genetic algorithm based approach
Proceedings of the 14th Brazilian Symposium on Multimedia and the Web
Robust Estimation of Camera Motion Using Optical Flow Models
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Statistical motion information extraction and representation for semantic video analysis
IEEE Transactions on Circuits and Systems for Video Technology
A generic approach to classify sports video shots and its application in event detection
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Robust video sequence retrieval using a novel object-based T2D-histogram descriptor
Journal of Visual Communication and Image Representation
Content-based image and video indexing and retrieval
Proceedings of the 2005 joint Chinese-German conference on Cognitive systems
A versatile model for packet loss visibility and its application to packet prioritization
IEEE Transactions on Image Processing
Camera motion analysis towards semantic-based video retrieval in compressed domain
SAMT'07 Proceedings of the semantic and digital media technologies 2nd international conference on Semantic Multimedia
A semi-automatic feature selecting method for sports video highlight annotation
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
A semantic framework for video genre classification and event analysis
Image Communication
Detecting duplicate video based on camera transitional behavior
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Shot boundary detection algorithm in compressed domain based on adaboost and fuzzy theory
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Robust GME in encoded MPEG video
Proceedings of the 9th International Conference on Advances in Mobile Computing and Multimedia
A global-motion analysis method via rough-set-based video pre-classification
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
HMM-Based audio keyword generation
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part III
Robust video retrieval using temporal MVMB moments
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Movie-in-a-Minute: automatically generated video previews
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
Robust video similarity retrieval using temporal MIMB moments
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
Spatio-temporal pattern mining in sports video
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
Motion-information-based video retrieval system using rough pre-classification
Transactions on Rough Sets V
A Generic Approach for Systematic Analysis of Sports Videos
ACM Transactions on Intelligent Systems and Technology (TIST)
Camera motion estimation and moving object detection based on local feature tracking
IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
Learning to segment a video to clips based on scene and camera motion
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
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As digital video becomes more pervasive, efficient ways of searching and annotating video according to content will be increasingly important. Such tasks arise, for example, in the management of digital video libraries for content-based retrieval and browsing. We develop tools based on camera motion for analyzing and annotating a class of structured video using the low-level information available directly from MPEG-compressed video. In particular, we show that in certain structured settings, it is possible to obtain reliable estimates of camera motion by directly processing data easily obtained from the MPEG format. Working directly with the compressed video greatly reduces the processing time and enhances storage efficiency. As an illustration of this idea, we have developed a simple basketball annotation system which combines the low-level information extracted from an MPEG stream with the prior knowledge of basketball structure to provide high-level content analysis, annotation, and browsing for events such as wide-angle and close-up views, fast breaks, probable shots at the basket, etc. The methods used in this example should also be useful in the analysis of high-level content of structured video in other domains