国图遥感影像智能识别系统

面向海量遥感影像批量化解译需求，基于C/S架构，采用并行计算方式，构建国图遥感影像智能识别系统，集成系列遥感影像分割模型、变化检测模型，提供高质量的海量影像离线智能化解译功能，满足自然资源、林业、农业、环保、水利、海洋、城市建设等领域的遥感影像智能化解译需求。系统功能主要包含：①影像分割：可对户提交的影像进行耕地、道路、林地、水系、建设用地等地类的识别；②变化检测：可对用户提交的前后景影像进行变化范围识别提取；③批量检测：可对用户提交的多景影像进行批量影像分割、目标检测和变化检测；④图像对比：提供变化检测前后影像的分屏对比功能；⑤GIS通用功能：提供地图工具、选择工具、编辑工具、图像对比等GIS通用功能，支持用户对各类影像解译结果进行灵活编辑。

To address the batch interpretation requirements of massive remote sensing images, a national land remote sensing image intelligent recognition system is developed based on the Client/Server (C/S) architecture and parallel computing paradigm. The system integrates a series of remote sensing image segmentation models and change detection models, and provides high-quality offline intelligent interpretation functions for massive remote sensing images, meeting the intelligent interpretation demands of remote sensing images in fields such as natural resources, forestry, agriculture, environmental protection, water conservancy, oceanography, and urban construction. The main functions of the system are as follows:
1. Image Segmentation: Identify land types including cultivated land, roads, woodlands, water systems, and construction land from images submitted by users;
2. Change Detection: Identify and extract change ranges from pre- and post-temporal images submitted by users;
3. Batch Detection: Perform batch image segmentation, object detection, and change detection on multiple images submitted by users;
4. Image Comparison: Provide a split-screen comparison function for pre- and post-change detection images;
5. General GIS Functions: Provide general GIS functions including map tools, selection tools, editing tools, and image comparison, supporting users to flexibly edit various remote sensing image interpretation results.

搜集汇总

背景与挑战

背景概述

该数据集是一个基于C/S架构的遥感影像智能处理系统，集成影像分割和变化检测模型，支持批量处理及GIS功能，适用于自然资源、农业等多领域的影像解译需求。系统提供耕地识别、变化范围提取等核心功能，满足海量遥感数据的离线智能分析。