A list of awesome remote sensing image captioning resources
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Updated
Sep 19, 2024 - Python
A list of awesome remote sensing image captioning resources
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.
Public repository of our IGARSS 2023 submission
This Repository is a fork from 'Dr.Libo Wang' and his Team's Work on Remote Sensing Image Segmentation "UnetFormer". Special Thanks to him <3. I've cloned it, and made changes that needed for our own Project. The Source code of our final product is Private... .
image registration related books, papers, videos, and toolboxes
The pytorch implementation for "A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection"
[TCSVT 2022] Official implementation for 'Exploring the Relationship between Center and Neighborhoods: Central Vector Oriented Self-Similarity Network for Hyperspectral Image Classification'
[TGRS 2023] Official implementation for 'Adaptive Mask Sampling and Manifold to Euclidean Subspace Learning with Distance Covariance Representation for Hyperspectral Image Classification'
ADOM: ADMM-Based Optimization Model for Stripe Noise Removal in Remote Sensing Image
[CVPR'23] Probability-based Global Cross-modal Upsampling for Pansharpening
Building a Yolov8n model from scratch and performing object detection in optical remote sensing images and videos.
Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.
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.
Code implementation for the paper "Recognition of polar lows in Sentinel-1 SAR images with deep learning"
[Remote Sensing] A Swin Transformer-based Encoding Booster Integrated in U-shaped Network
A RetinaNet Pytorch Implementation on remote sensing images and has the similar mAP result with RetinaNet in MMdetection.
A PyTorch Implementation Rotation Detector based EfficientDet Detector
1st place solution to the Satellite Remote Sensing Image Change Detection Challenge hosted by SenseTime
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.
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