Elements of information theory
Elements of information theory
Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing
Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing
Digital Image Processing
Introduction to Algorithms
Computational Media Aesthetics: Finding Meaning Beautiful
IEEE MultiMedia
A user attention model for video summarization
Proceedings of the tenth ACM international conference on Multimedia
Video de-Abstraction or How to save money on your wedding video
WACV '02 Proceedings of the Sixth IEEE Workshop on Applications of Computer Vision
Temporal event clustering for digital photo collections
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
The Family Video Archive: an annotation and browsing environment for home movies
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Skin Segmentation Using Color Pixel Classification: Analysis and Comparison
IEEE Transactions on Pattern Analysis and Machine Intelligence
Modeling Intent for Home Video Repurposing
IEEE MultiMedia
Pattern Recognition and Machine Learning (Information Science and Statistics)
Pattern Recognition and Machine Learning (Information Science and Statistics)
Video summarization using personal photo libraries
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Instructional Video Content Analysis Using Audio Information
IEEE Transactions on Audio, Speech, and Language Processing
A speech/music discriminator based on RMS and zero-crossings
IEEE Transactions on Multimedia
Detection and representation of scenes in videos
IEEE Transactions on Multimedia
Modeling and Mining of Users' Capture Intention for Home Videos
IEEE Transactions on Multimedia
Finding structure in home videos by probabilistic hierarchical clustering
IEEE Transactions on Circuits and Systems for Video Technology
Optimization-based automated home video editing system
IEEE Transactions on Circuits and Systems for Video Technology
Video Adaptation for Small Display Based on Content Recomposition
IEEE Transactions on Circuits and Systems for Video Technology
Detecting Significant Events in Lecture Video using Supervised Machine Learning
Proceedings of the 2009 conference on Artificial Intelligence in Education: Building Learning Systems that Care: From Knowledge Representation to Affective Modelling
Automatic event-based indexing of multimedia content using a joint content-event model
Proceedings of the 2nd ACM international workshop on Events in multimedia
Scene segmentation of wedding party videos by scenario-based matching with example videos
MM '11 Proceedings of the 19th ACM international conference on Multimedia
"Real, but Glossy": technology and the practical pursuit of magic in modern weddings
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
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Wedding is one of the most important ceremonies in our lives. It symbolizes the birth and creation of a new family. In this paper, we present a system for automatically segmenting a wedding ceremony video into a sequence of recognized wedding events, e.g., the couple's wedding kiss. Our goal is to develop an automatic tool for users to efficiently organize, search, and retrieve his/her treasured wedding memories. Furthermore, the event descriptions could benefit and complement the current research in semantic video understanding. Technically, three kinds of event features, i.e., the speech/music discriminator, flashlight detector, and bride indicator, are exploited to build statistical models for each wedding event. Events are then recognized by a hidden Markov model, which takes into account both the fitness of observed features and the temporal rationality of event ordering to improve the segmentation accuracy. We conducted experiments on a rich set of wedding videos, and the results demonstrate the effectiveness of our approach.