remote-sensing-image 开源项目推荐（61 个）

Awesome-Image-Registration-Organization /awesome-image-registration

image registration related books, papers, videos, and toolboxes

WangLibo1995 /GeoSeg

UNetFormer：一个类似UNet的Transformer，用于遥感城市场景图像的有效语义分割，ISPRS。此外，还包括用于卫星、航空图像和无人机图像分割的其他视觉转换器和CNN。

LiheYoung /SenseEarth2020-ChangeDetection

1st place solution to the Satellite Remote Sensing Image Change Detection Challenge hosted by SenseTime

AnkurDeria /HSI-Traditional-to-Deep-Models

高光谱图像分类的 Pytorch 和 Keras 实现——从传统模型到深度模型：未来展望综述。

iOPENCap /awesome-remote-image-captioning

A list of awesome remote sensing image captioning resources

john-pinto /Object_Detection_Satellite_Imagery_Yolov8_DIOR

Building a Yolov8n model from scratch and performing object detection in optical remote sensing images and videos.

likyoo /BAN

The pytorch implementation for "A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection"

jaehyunnn /DeepAerialMatching_pytorch

Official Implementation of Deep Aerial Image Matching using PyTorch

TachibanaYoshino /Remote-sensing-image-semantic-segmentation-tf2

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.

theonegis /edcstfn

An Enhanced Deep Convolutional Model for Spatiotemporal Image Fusion

lms-07 /CVSSN

[TCSVT 2022] Official implementation for 'Exploring the Relationship between Center and Neighborhoods: Central Vector Oriented Self-Similarity Network for Hyperspectral Image Classification'

Zeyu-Zhu /PGCU

[CVPR'23] Probability-based Global Cross-modal Upsampling for Pansharpening

theonegis /dcstfn

Deep Convolutional SpatioTemporal Fusion Network (DCSTFN)

fan0210 /detection_tools

一些用于遥感图像物体检测的有用工具。一些遥感图像目标检测的实用代码及工具，不断更新中...

HsLOL /Rotation-EfficientDet-D0

A PyTorch Implementation Rotation Detector based EfficientDet Detector

HsLOL /RetinaNet-PyTorch

A RetinaNet Pytorch Implementation on remote sensing images and has the similar mAP result with RetinaNet in MMdetection.

namwonss /ADOM

[IEEE Access 2023] ADOM: ADMM-Based Optimization Model for Stripe Noise Removal in Remote Sensing Image

aj1365 /DeepCNN_Polsar

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.

lms-07 /AMS-M2ESL

[TGRS 2023] Official implementation for 'Adaptive Mask Sampling and Manifold to Euclidean Subspace Learning with Distance Covariance Representation for Hyperspectral Image Classification'

fmenat /MultiviewCropClassification

Public repository of our IGARSS 2023 submission