GitHub

InstructSAM: A Training-Free Framework for Instruction-Oriented Remote Sensing Object Recognition

InstructSAM is a training-free framework for Instruction-Oriented Object Counting, Detection, and Segmentation (InstructCDS). We construct EarthInstruct, an InstructCDS benchmark for remote sensing.
GitHub

RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation Model

This repository is the code implementation of the paper RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation Model, which is based on the MMDetection ...
IEEE

Beyond Supervised Learning in Remote Sensing: A Systematic Review of Deep Learning Approaches

Abstract: An increasing availability of remote sensing data in the era of geo big-data makes producing well-represented, reliable training data to be more challenging and requires an excessive amount ...
IEEE

Knowledge-Aided Momentum Contrastive Learning for Remote-Sensing Image Text Retrieval

Abstract: Remote-sensing image–text retrieval (RSITR) has attracted widespread attention due to its great potential for rapid information mining ability on remote-sensing images. Although significant ...