Coupled-learning convolutional neural networks for object recognition
Sign Up to like & getrecommendations! Published in 2017 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-017-5262-0
Abstract: Recently, convolutional neural networks (CNN) have been attracting considerable attention in various computer vision tasks. Motivated by neuroscience, CNN has several similar properties with the learning process of human brain. A prominent difference is that… read more here.
Keywords: neural networks; coupled learning; convolutional neural; recognition ... See more keywords
Coupled-Learning GAN for Inversion of GPR Pipe Images
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2023.3274681
Abstract: Underground pipelines are often detected and identified using ground-penetrating radar (GPR), which requires an inversion process to obtain specific pipeline properties. Unfortunately, this process is an ill-posed problem that involves inferring complex subsurface structures from… read more here.
Keywords: inversion; simulated clutter; gpr; coupled learning ... See more keywords