image registration related books, papers, videos, and toolboxes
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Updated
May 2, 2024
image registration related books, papers, videos, and toolboxes
UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.
1st place solution to the Satellite Remote Sensing Image Change Detection Challenge hosted by SenseTime
Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.
The remote sensing image semantic segmentation repository based on tf.keras includes backbone networks such as resnet, densenet, mobilenet, and segmentation networks such as deeplabv3+, pspnet, panet, and refinenet.
Deep Convolutional SpatioTemporal Fusion Network (DCSTFN)
Official Implementation of Deep Aerial Image Matching using PyTorch
An Enhanced Deep Convolutional Model for Spatiotemporal Image Fusion
Some Useful Tools for Object Detection in Remote Sensing Imagery. 一些遥感图像目标检测的实用代码及工具,不断更新中...
Building a Yolov8n model from scratch and performing object detection in optical remote sensing images and videos.
The GUI will preprocess the hyperspectral images i.e. removes the bands having negative values. The image format allowed is ".ENVI".
This code is for the paper "PolSAR Image Classification based on Deep Convolutional Neural Networks and Wavelet Transformation" that is published in the IEEE Geoscience and Remote Sensing Letters journal.
[CVPR'23] Probability-based Global Cross-modal Upsampling for Pansharpening
A PyTorch Implementation Rotation Detector based EfficientDet Detector
A RetinaNet Pytorch Implementation on remote sensing images and has the similar mAP result with RetinaNet in MMdetection.
Code for "Remote Sensing Image Fusion via Boundary Measured Dual-Channel PCNN in Multi-Scale Morphological Gradient Domain"
The pytorch implementation for "A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection"
IDeRS: Iterative Dehazing Method for Single Remote Sensing Image
[Remote Sensing] A Swin Transformer-based Encoding Booster Integrated in U-shaped Network
Public repository of our IGARSS 2023 submission
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