Method and device for tracking image target based on parallel particle filtering
A technology of target tracking and particle filtering, applied in image analysis, image data processing, image data processing, etc., can solve problems such as large parallelization and acceleration space, achieve parallel processing and execution acceleration, and good robustness Effect
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Example Embodiment
[0117] Example
[0118] Select 512 particle points to track the target in the CIF format (352x288) video sequence, and set the window size to 16x16. The RISC processor is used as the central processor to undertake control tasks and certain calculation tasks, and FPGAs are used to implement logic operations and control circuits. SDRAM is used as an image memory, and SRAM is used as a color histogram memory, a particle point coordinate ping-pong register group, and a particle point weight ping-pong register group.
[0119] In the image block color histogram generator, due to the large hardware resources required for line buffering, we use 3 line buffers to implement 4-line parallel processing. In the field direction, we set a 16-level single-pixel color histogram accumulator, So the observation window is divided into 4 4x16 image blocks. Combine their color histograms to form the color histogram of the target and the particle to be measured.
[0120] In the color histogram similarit...
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.
© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap