Wandong Ma

Jing Li

Hongwei Zhang

Jixi Gao

Tong Xiao

Xuhui Chen

Sihan Liu

Lixia Wang

Mingyong Cai

Xuewei Shi

Yuanli Shi

Wenfei Tai

Zhihua Ren

Xinsheng Zhang

Wenming Shen

A human activity recognition fusion method and system for ecological protection red line is disclosed. The method includes: obtaining a pre-stage remote sensing image and a post-stage remote sensing image of a target ecological protection red line region, and performing a data pre-processing; inputting the pre-processed pre-stage remote sensing image and the post-stage remote sensing image into a human activity recognition model after a pre-training; identifying a human activity pattern of the target ecological protection red line region as a first detection result; segmenting, calculating and analyzing the latest image data corresponding to the target ecological protection red line region based on a geographical country situation data to obtain a change pattern as a second detection result; and fusing the first detection result and the second detection result to obtain a change detection pattern of the target ecological protection red line region.

Human activity recognition fusion method and system for ecological conservation redline

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Beijing, China

Wandong Ma