Papers Query focused video summarization
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Prompts to Summaries: Zero-Shot Language-Guided Video Summarization
The explosive growth of video data intensified the need for flexible user-controllable summarization tools that can operate without domain-specific training data. Existing methods either rely on datasets, limiting genera…
GPUQuery focused video summarizationVideo SummarizationYour Interest, Your Summaries: Query-Focused Long Video Summarization
Generating a concise and informative video summary from a long video is important, yet subjective due to varying scene importance. Users' ability to specify scene importance through text queries enhances the relevance of…
Query focused video summarizationVideo SummarizationCLIP-It! Language-Guided Video Summarization
A generic video summary is an abridged version of a video that conveys the whole story and features the most important scenes. Yet the importance of scenes in a video is often subjective, and users should have the option…
Query-focused SummarizationQuery focused video summarizationSupervised Video SummarizationVideo SummarizationConvolutional Hierarchical Attention Network for Query-Focused Video Summarization
Previous approaches for video summarization mainly concentrate on finding the most diverse and representative visual contents as video summary without considering the user's preference. This paper addresses the task of q…
Query focused video summarizationVideo SummarizationQuery-Focused Video Summarization: Dataset, Evaluation, and A Memory Network Based Approach
Recent years have witnessed a resurgence of interest in video summarization. However, one of the main obstacles to the research on video summarization is the user subjectivity - users have various preferences over the su…
Query focused video summarizationVideo SummarizationQuery-Focused Extractive Video Summarization
Video data is explosively growing. As a result of the "big video data", intelligent algorithms for automatic video summarization have re-emerged as a pressing need. We develop a probabilistic model, Sequential and Hierar…
Query focused video summarizationVideo Summarization