Content-Guided Convolutional Neural Network for Hyperspectral Image Classification
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2020.2974134
Abstract: Convolutional neural networks (CNNs) are of great interest and have demonstrated remarkable performance in hyperspectral images (HSIs) classification. However, due to the current configuration of the convolution layers with a fixed kernel shape, regular CNNs… read more here.
Keywords: neural network; guided convolutional; convolutional neural; classification ... See more keywords
Priors-guided convolutional neural network for 3D foveal avascular zone segmentation.
Sign Up to like & getrecommendations! Published in 2022 at "Optics express"
DOI: 10.1364/oe.452208
Abstract: The foveal avascular zone (FAZ) is sensitive to retinal pathological process in the macular fovea area. For the purpose of efficient FAZ 3D quantification, we firstly propose a priors-guided convolutional neural network (CNN) to provide… read more here.
Keywords: network; foveal avascular; avascular zone; guided convolutional ... See more keywords