Image saliency target detection method based on deep supervised learning
A technology of supervised learning and target detection, applied in neural learning methods, instruments, biological neural network models, etc., can solve problems such as large network architecture, consumption of computing resources, and difficulty in detecting prominent objects, and achieve clear boundaries and highlighted areas Uniform, promoting effect of complementary effect
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0035] The specific embodiments of the present invention will be further described in detail below in conjunction with the accompanying drawings.
[0036] The present invention is an image saliency target detection method based on deep supervised learning, which solves the problems of boundary blur and the like in multi-scale saliency detection on the market. First, modify the VGG-16 network to adapt to the saliency detection task, remove the last pooling layer and all fully connected layers of the network, use the modified VGG-16 network to extract the multi-scale feature information of the image, and recursively fuse the multi-scale feature to get a saliency image. In order to strengthen the boundary of the image, the ground-truth image is sequentially down-sampled to the same size as the feature image, and the information from the pixel level supervises the saliency image prediction of each layer, promoting the complementary effect in the prediction, and recursively guiding...
PUM

Abstract
Description
Claims
Application Information

- R&D
- 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