venkatesh-improvedfade-2000.pdf (408 kB)
Improved fade and dissolve detection for reliable video segmentation
conference contribution
posted on 2000-01-01, 00:00 authored by B Truong, C Dorai, Svetha VenkateshSvetha VenkateshWe present improved algorithms for automatic fade and dissolve detection in digital video analysis. We devise new two-step algorithms for fade and dissolve detection and introduce a method for eliminating false positives from a list of detected candidate transitions. In our detailed study of these gradual shot transitions, our objective has been to accurately classify the type of transitions (fade-in, fade-out, and dissolve) and to precisely locate the boundary of the transitions. This distinguishes our work from early work in scene change detection which focuses on identifying the existence of a transition rather than its precise temporal extent. We evaluate our algorithms against two other commonly used methods on a comprehensive data set, and demonstrate the improved performance due to our enhancements.
History
Event
International Conference on Image Processing (2000 : Vancouver, B. C.)Pagination
961 - 964Publisher
IEEELocation
Vancouver, B. C.Place of publication
Washington, D. C.Publisher DOI
Start date
2000-09-10End date
2000-09-13ISBN-10
0780362977Language
engNotes
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E1.1 Full written paper - refereedCopyright notice
2000, IEEETitle of proceedings
ICIP 2000 : Proceedings of the IEEE International Conference on Image ProcessingUsage metrics
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algorithm design and analysischange detection algorithmsgunshot detection systemsimage segmentationlayoutmoodperformance analysisproductionrobustnessvideo compressionScience & TechnologyTechnologyLife Sciences & BiomedicineComputer Science, Artificial IntelligenceEngineering, Electrical & ElectronicImaging Science & Photographic TechnologyRadiology, Nuclear Medicine & Medical ImagingComputer ScienceEngineering
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