【pansharpening】综述

文章概览

传统方法

参考 deng2020detail Detail injection-based deep convolutional neural networks for pansharpening

component substitution (CS)

• choi2010new A new adaptive component-substitution-based satellite image fusion by using partial replacement
• vivone2019robust Robust band-dependent spatial-detail approaches for panchromatic sharpening

multi-resolution analysis (MRA)

• vivone2013contrast Contrast and error-based fusion schemes for multispectral image pansharpening
• vivone2018full Full scale regression-based injection coefficients for panchromatic sharpening

variational optimization-based (VO)

• palsson2013new A new pansharpening algorithm based on total variation
• he2014new A new pansharpening method based on spatial and spectral sparsity priors
• yan2022panchromatic Panchromatic and multispectral image fusion via alternating reverse filtering network
• zhou2022normalization Normalization-based feature selection and restitution for pan-sharpening

CNN方法

• 第一个PNN masi2016pansharpening Pansharpening by convolutional neural networks
• PanNet yang2017pannet PanNet: A deep network architecture for pan-sharpening
• BDPN zhang2019pan Pan-sharpening using an efficient bidirectional pyramid network
• DiCNN he2019pansharpening Pansharpening via detail injection based convolutional neural networks
• FusionNet deng2020detail Detail injection-based deep convolutional neural networks for pansharpening.

multiscale

• MSDCNN wei2017multi Multi-scale-and-depth convolutional neural network for remote sensed imagery pan-sharpening
• PMACNet liang2022pmacnet PMACNet: Parallel multiscale attention constraint network for pan-sharpening
• BiMPan hou2023bidomain Bidomain modeling paradigm for pansharpening

adaptive convolution

• LAGConv jin2022lagconv LAGConv: Local-context adaptive convolution kernels with global harmonic bias for pansharpening
• CANNet duan2024content Content-Adaptive Non-Local Convolution for Remote Sensing Pansharpening

transformer方法

纯transformer

• PanFormer zhou2022panformer Panformer: A transformer based model for pan-sharpening
• Vision Transformer for pansharpening meng2022vision Vision transformer for pansharpening

CNN结合transformer

• MHATP-Net zhu2023mutiscale Mutiscale hybrid attention transformer for remote sensing image pansharpening
• CTCP su2023ctcp CTCP: Cross Transformer and CNN for Pansharpening

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