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Semantic Video Retrieval Using Audio Analysis | SpringerLink
https://link.springer.com/chapter/10.1007%2F3-540-45479-9_29
Semantic understanding of video is an important frontier in content based retrieval. In the research literature, significant attention has been given to the visual aspect of video, however, relatively little work directly uses audio content for video retrieval.
An Introduction to Semantic Video Analysis
https://www.repustate.com/blog/guide-semantic-video-analysis/
Step 1: Converting the video to a textual format by using speech-to-text models. Since these models are unique for each language, they give a transcript of the speech along with the timestamps for each word. Step 2: Indexing the text into a semantic search for the video section by section.
Exploring audio semantic concepts for event-based video ...
https://www.researchgate.net/publication/271468626_Exploring_audio_semantic_concepts_for_event-based_video_retrieval
Audio data, however, also contains rich information that can be effectively used for video retrieval, and MED could benefit from the attention of researchers in audio analysis.
[PDF] PERFORMANCE ANALYSIS OF VIDEO RETRIEVAL …
https://www.semanticscholar.org/paper/PERFORMANCE-ANALYSIS-OF-VIDEO-RETRIEVAL-THROUGH-AND/55b25cbb0cae398fd43795d3d61f292f61c2ec98
@inproceedings{2017PERFORMANCEAO, title={PERFORMANCE ANALYSIS OF VIDEO RETRIEVAL THROUGH IMAGE AND AUDIO FEATURE}, author={}, year={2017} } Published 2017 As growth of computer technology and multimedia information, not only texts but also various form of image information can be obtained and stored.
On Semantic Similarity in Video Retrieval
https://mwray.github.io/SSVR/SSVR.pdf
We review image retrieval works that use semantic knowl-edge then discuss current approaches to video retrieval. 2.1. Semantic Image Retrieval While most works focus on instance-based retrieval, a few works have explored semantic-based image retrieval. Early works attempted to manually annotate small-scale datasets with semantic knowledge.
A Text Based Video Retrieval Using Semantic and …
https://www.irjet.net/archives/V2/i7/IRJET-V2I737.pdf
4.1 Semantic Based Video Retrieval The semantic approach is split into four parts: Fig 1: 1) Query by extraction of words and qualified phrases, 2) Calculate the semantic concept relatedness scores or weight factor between extracted query terms and concepts, 3) Build the synonym dictionary and representative words dictionary
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