Multi-target tracking method based on multi-agent deep enhancement learning
A multi-target tracking and enhanced learning technology, applied in the field of multi-target tracking based on multi-agent deep enhanced learning, can solve frequent occlusion and other problems, achieve the effect of ensuring accuracy, realizing real-time tracking, and overcoming the incompleteness of artificial design features
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0018] The present invention will be further described below in conjunction with the accompanying drawings and specific embodiments.
[0019] A multi-target tracking method based on multi-agent deep reinforcement learning, comprising the following steps:
[0020] (1) if figure 1 As shown, the YOLO V3 target detector is used to detect multiple targets in each frame of the video to be tested; for the tth frame of image, the output result of the target detector is the set D t , set D t Contains the detection results of multiple targets, the detection results are displayed by the target box, and the detection results of a single target are recorded as d t =(x, y, w, h), (x, y) is the coordinates of the center point of the target frame, w, h are the width and height of the target frame respectively;
[0021] (2) Define the following parameters: each detected target is regarded as an agent, expressed as agent i, i∈I≡{1,...,n}, n is the number of agents; Each frame of image is re...
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