论文题目《Hyperspectral Image Classification With Deep Feature Fusion Network》 论文作者:Weiwei Song, Shutao Li, Leyuan Fang,Ting Lu 论文发表年份:2018 网络简称:DFFN 发表期刊:IEEE Transactions on Geoscience and Remote Sensing 一、本文提出的挑战 1.由于光谱混合和光谱特征空间变异性的存在,HSIs通常具有非...
HYPERSPECTRAL IMAGE CLASSIFICATION USING TWOCHANNEL DEEP CONVOLUTIONAL NEURAL NETWORK 论文地址:https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7730324 1、文章简介: 该论文是用双通道卷积神经网络CNN分别提取空谱信息,然后将得到的抽象特征级联为全连接层的输入,以此作为空谱联合信息输入两层全连接层以...
Yu C, Zhao M, Song M, et al. Hyperspectral image classification method based on CNN architecture embedding with hashing semantic feature[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 12(6): 1866-1881. 摘要记录 在本文中,作者提出了一种嵌入提取哈希...
In recent years, more and more deep learning frameworks are being applied to hyperspectral image classification tasks and have achieved great results. However, the existing network models have higher model complexity and require more time consumption. Traditional hyperspectral image classification methods te...
"Deep Fully Convolutional Network-Based Spatial Distribution Prediction for Hyperspectral Image Classification," IEEE Transactions on Geoscience and Remote Sensing,... L Jiao,M Liang,H Chen,... - 《IEEE Transactions on Geoscience & Remote Sensing》 被引量: 16发表: 2017年 ieee transactions on geosc...
journal = {IEEE Transactions on Geoscience and Remote Sensing}, title = {Self-Supervised Learning With Adaptive Distillation for Hyperspectral Image Classification}, year = {2021}, volume = {}, number = {}, pages = {1-13}, doi = {10.1109/TGRS.2021.3057768} ...
论文笔记:SpectralFormer Rethinking Hyperspectral Image Classification With Transformers_外文翻译 摘要: 关键字: 1.介绍: 2.SpectralFormer 2.1.Transformer简评 2.2.SpectralFormer综述 2.3.GroupWise频谱嵌入 2.4.跨层自适应融合 2.6.Spatial–SpectralSpectralFormer 3.实验 3.1.数据描述 3.2.实验设置 3.2.1评价指标:...
Y Qian,M Ye,J Zhou - 《IEEE Transactions on Geoscience & Remote Sensing》 被引量: 223发表: 2013年 Supervised hyperspectral image classification based on spectral unmixing and geometrical features B. Luo and J. Chanussot, "Supervised hyperspectral image classifica- tion based on spectral unmixing ...
论文题目:《Hyperspectral Image Transformer Classification Networks》 论文作者:Xiaofei Yang , Weijia Cao , Yao Lu, and Yicong Zhou , Senior Member , IEEE 论文发表年份:2022 模型简称:HiT 发表期刊:IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING Abstract 由于现有的基于cnn的方法不能充分挖掘光谱特征的...
论文题目:《Generative Adversarial Networks for Hyperspectral Image Classification》 论文作者:Lin Zhu, Yushi Chen, Member, IEEE, Pedram Ghamisi, Member, IEEE, and Jó n Atli Benediktsson, Fellow, IEEE 论文发表时间:2018 网络简称:3D-GAN 发表期刊:IEEE Transactions on Geoscience and Remote Sensing ...