Search Results for author: Zebin Wu

Found 5 papers, 0 papers with code

A Spectral Diffusion Prior for Hyperspectral Image Super-Resolution

no code implementations15 Nov 2023 Jianjun Liu, Zebin Wu, Liang Xiao

Motivated by the success of diffusion models, we propose a novel spectral diffusion prior for fusion-based HSI super-resolution.

Hyperspectral Image Super-Resolution Image Super-Resolution

Explicit Change Relation Learning for Change Detection in VHR Remote Sensing Images

no code implementations14 Nov 2023 Dalong Zheng, Zebin Wu, Jia Liu, Chih-Cheng Hung, Zhihui Wei

In order to fully mine these three kinds of change features, we propose the triple branch network combining the transformer and convolutional neural network (CNN) to extract and fuse these change features from two perspectives of global information and local information, respectively.

Binary Classification Change Detection +1

SwinV2DNet: Pyramid and Self-Supervision Compounded Feature Learning for Remote Sensing Images Change Detection

no code implementations22 Aug 2023 Dalong Zheng, Zebin Wu, Jia Liu, Zhihui Wei

Therefore, based on swin transformer V2 (Swin V2) and VGG16, we propose an end-to-end compounded dense network SwinV2DNet to inherit the advantages of both transformer and CNN and overcome the shortcomings of existing networks in feature learning.

Change Detection

ReAFFPN: Rotation-equivariant Attention Feature Fusion Pyramid Networks for Aerial Object Detection

no code implementations17 Oct 2022 Chongyu Sun, Yang Xu, Zebin Wu, Zhihui Wei

This paper proposes a Rotation-equivariant Attention Feature Fusion Pyramid Networks for Aerial Object Detection named ReAFFPN.

object-detection Object Detection

Model Inspired Autoencoder for Unsupervised Hyperspectral Image Super-Resolution

no code implementations22 Oct 2021 Jianjun Liu, Zebin Wu, Liang Xiao, Xiao-Jun Wu

Inspired by the specific properties of model, we make the first attempt to design a model inspired deep network for HSI super-resolution in an unsupervised manner.

Hyperspectral Image Super-Resolution Image Super-Resolution

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