20240046644. VIDEO CLASSIFICATION METHOD, DEVICE AND SYSTEM simplified abstract (XIAMEN WANGSU CO., LTD.)
Contents
VIDEO CLASSIFICATION METHOD, DEVICE AND SYSTEM
Organization Name
Inventor(s)
Zhuolong Liu of Xiamen, Fujian (CN)
VIDEO CLASSIFICATION METHOD, DEVICE AND SYSTEM - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240046644 titled 'VIDEO CLASSIFICATION METHOD, DEVICE AND SYSTEM
Simplified Explanation
The present disclosure describes a method, device, and system for classifying videos. The method involves dividing a video to be classified into multiple video clips. For each video clip, the method extracts frame features from each video frame and audio features from the corresponding audio data. These extracted features are then integrated into a video feature and combined with the audio feature to create audio and video features for each video clip. The method predicts the video category of the to-be-classified video based on the audio and video features of each video clip.
- The method divides a video into smaller video clips.
- It extracts frame features from each video frame in the video clips.
- It also extracts audio features from the corresponding audio data.
- The extracted frame features are integrated into a video feature for each video clip.
- The video feature and the audio feature are combined to create audio and video features for each video clip.
- The method predicts the video category of the to-be-classified video based on the audio and video features of each video clip.
Potential applications of this technology:
- Video classification and categorization for content recommendation systems.
- Video analysis for surveillance and security purposes.
- Video indexing and search for efficient content retrieval.
- Video content filtering and moderation for online platforms.
Problems solved by this technology:
- Efficient and accurate video classification.
- Handling large video datasets by dividing them into smaller clips.
- Extracting relevant features from video frames and audio data.
- Integrating and combining audio and video features for classification.
Benefits of this technology:
- Improved accuracy in video classification.
- Enhanced content recommendation systems based on video categorization.
- Efficient video analysis and indexing for various applications.
- Effective content filtering and moderation for online platforms.
Original Abstract Submitted
the present disclosure discloses a video classification method, device and system. the method includes: dividing a to-be-classified video into a plurality of video clips, and for each of the plurality of video clips, extracting a frame feature of each video frame in the video clip, and extracting an audio feature of audio data corresponding to each of the video frames; integrating the extracted frame features into a video feature of the video clip, and stitching the video feature and the audio feature into audio and video features of the video clip; and predicting a video category of the to-be-classified video according to the audio and video features of each of the plurality of video clips.
