Remote sensing target detection method based on boundary constraint CenterNet
A boundary constraint and target detection technology, applied to target detection in optical remote sensing images, based on boundary constraint CenterNet target detection, in the field of image target detection, can solve the problems of dense small target detection accuracy and low recall rate, and achieve the goal of improving Detection accuracy, the effect of improving detection accuracy and recall rate
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0029] The present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments.
[0030] refer to figure 1 , the implementation steps of the present invention are as follows:
[0031] Step 1) Get the training sample set:
[0032] Randomly select N pieces of images with a pixel size of W×H×c from the optical remote sensing image data set as a training sample set, where N=10000, W=H=511, c=3;
[0033] Step 2) Construct the boundary constraint CenterNet network:
[0034] (2a) Build a feature extraction network, a boundary-constrained convolutional network, and a keypoint generation network, where:
[0035] The feature extraction network includes the first input layer, the first downsampling convolutional layer, the first convolutional layer, the second downsampling convolutional layer, the second convolutional layer, the third downsampling convolutional layer, the Four downsampling convolutional layers, fifth down...
PUM

Abstract
Description
Claims
Application Information

- Generate Ideas
- Intellectual Property
- Life Sciences
- Materials
- Tech Scout
- Unparalleled Data Quality
- Higher Quality Content
- 60% Fewer Hallucinations
Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.
© 2025 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com