A behavior recognition method based on self-attention mechanism
A recognition method and attention mechanism technology, applied in character and pattern recognition, computer parts, details involving image stitching, etc., can solve problems affecting the applicability of action recognition algorithms, poor support for 3D convolution, and increased kernel parameters , to achieve the effect of improving the parallel computing ability
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment 1
[0062] This embodiment discloses a behavior recognition method based on a self-attention mechanism, such as figure 1 shown, including the following steps:
[0063] S01), continuous frame image reading
[0064] With the key frame as the first frame image, 16 frames of image data input are continuously read in a continuous time sequence, and the key frame target label information target is read at the same time, and the position encoding initial matrix mask is constructed.
[0065] The dimensions of the continuous frame image data input are [16,3,H,W], where H,W represent the height and width of the network input image, and 3 indicates that the read frame image is a 3-channel RGB image.
[0066] The target label information target contains the target position information and action category information of the key frame of the image.
[0067] For 16 consecutive frames of images, the same data preprocessing operation is used, so for 16 consecutive frames of pictures, a two-dimen...
PUM
Abstract
Description
Claims
Application Information
- R&D Engineer
- R&D Manager
- IP Professional
- Industry Leading Data Capabilities
- Powerful AI technology
- Patent DNA Extraction
Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.
© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com