Dynamic Video Segment Selection via Object Recognition
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Solution Overview
Problem
Conventional video playback methods often present entire videos, leading to viewer disinterest due to uninteresting or irrelevant content at the beginning, which reduces the overall user experience.
Innovation Solution
A computer-implemented method and system that identifies a set of video segments, selects a subset based on object recognition and audience information, and generates a playback sequence to provide selected video segments without creating a new video file or performing additional video coding, allowing for dynamic and audience-specific playback.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If the entire video is played back, then the complete content is presented, but viewer interest is lost due to uninteresting or irrelevant content
Solution Approach 1:
The video is divided into multiple segments, and only the most relevant segments are selected for playback based on object recognition analysis. This segmentation allows the system to present complete important content while excluding uninteresting portions, resolving the contradiction between content completeness and viewer engagement.
Solution Approach 2:
Different segments of the video are treated differently based on their content quality. The system identifies and prioritizes high-quality segments containing important objects or events, while low-quality segments are excluded. This local quality differentiation maintains essential information while improving overall viewer engagement.
2Ease of operation
If video segments are selected and played back in a customized sequence, then viewer engagement is improved, but additional processing and resource usage increase
Solution Approach 1:
The system performs object recognition and segment selection in advance, before playback. By pre-analyzing the video content and identifying important segments upfront, the system avoids real-time processing during playback, thereby reducing resource usage during the actual viewing experience while still achieving improved viewer engagement.
3Loss of time
If a subset of video segments is played back, then playback length is reduced, but some video content is omitted
Solution Approach 1:
The system extracts and removes uninteresting or irrelevant segments from the video, keeping only the essential content. By taking out the non-essential portions, the system reduces playback time significantly while preserving the core video content that viewers actually care about, thus resolving the contradiction between playback length and content completeness.
Data Source
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AI summary
Systems, methods, and non-transitory computer-readable media can identify a set of video segments that represents a video. A subset of video segments can be selected out of the set of video segments. A list that indicates a playback sequence for the subset of video segments can be generated. Playback of the subset of video segments can be provided based on the playback sequence indicated via the list.