IntroductionIntroduction to Movie and Teleplay CataloguingRelated Research State and ProgressMain Research WorkVisual Features ExtractionIntroductionScale-Invariant Feature Transform Gabor Feature Histogram of Oriented Gradients (HOG)Maximally Stable Extremal RegionsLocal Binary Pattern (LBP) Feature Learning SummaryAccelerating Shot Boundary Detection IntroductionRelated WorkFrame Difference CalculationTemporal Redundant Frame Reduction Corner Distribution-Based MCFB RemovalExperimental Results SummaryKey Frame Extraction IntroductionSize of the Key Frame Set Categories of Key Frame Extraction MethodsKey Frame Extraction Using a Panoramic Frame SummaryMultimodality Movie Scene DetectionIntroductionRelated WorkKCCA and Feature Fusion-Based MethodExperiment and ResultsSummaryVideo Text Detection and Recognition IntroductionImplementation of Video Text RecognitionSummary``Where" Entity: Video Scene Recognition IntroductionRelated WorkOverviewVideo Segmentation Representative Feature Patch ExtractionScene Classification Using Latent Dirichlet Analysis Enhanced Recognition Based on VSC Correlation Experimental ResultsSummary``Who" Entity: Character Identification IntroductionRelated WorkOverview of Adaptive Learning Adaptive Learning with Related SamplesExperimentsSummaryAudiovisual Information-Based Highlight Extraction IntroductionFramework Overview Unrelated Scene RemovalExperimental Results SummaryDemo System of Automatic Movie or Teleplay CataloguingIntroductionGeneral Design of the DemoReferencesIndex