A Pseudo-Siamese Deep Convolutional Neural Network for Spatiotemporal Satellite Image Fusion
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2022.3143464
Abstract: Due to technology and cost limitations, it is challenging to obtain high temporal and spatial resolution images from a single satellite spectrometer, which significantly limits the specific application of such remote sensing images in earth… read more here.
Keywords: information; network; fusion; siamese deep ... See more keywords
Identifying Corresponding Patches in SAR and Optical Images With a Pseudo-Siamese CNN
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2018.2799232
Abstract: In this letter, we propose a pseudo-siamese convolutional neural network architecture that enables to solve the task of identifying corresponding patches in very high-resolution optical and synthetic aperture radar (SAR) remote sensing imagery. Using eight… read more here.
Keywords: network; identifying corresponding; pseudo siamese; corresponding patches ... See more keywords
Pseudo-Siamese Graph Matching Network for Textureless Objects’ 6-D Pose Estimation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Electronics"
DOI: 10.1109/tie.2021.3070501
Abstract: Pose estimation is an essential technology for product grasping and assembly in intelligent manufacturing. Finding local correspondences between the 2-D image and the 3-D model is the key step to estimate the 6-D pose of… read more here.
Keywords: matching network; pseudo siamese; pose estimation; siamese graph ... See more keywords