Trimble
eCognition Developer 提供了一些工具来利用遥感影像中包含的信息,超越常见的分割和分类过程。
在本次网络研讨会中,Pe?a 博士将展示一些他认为最强大和最有创意的 eCognition 算法,用于解决农业场景中的复杂目标,例如作物行检测、早季杂草识别和耕作方向图。 使用 地图/区域(Map/Region)我们可以分割图像并以较低的计算成本并行工作,使用
查找域极值(find-domain-extreme) 我们可以检测最佳对象以改进分类,使用影像对象融合(image-object-fusion) 我们可以重新定义我们的分割层并对其进行调整到我们的最终目标。 通过本网络研讨会中描述的案例研究,这些算法将变得更容易理解和更酷。
培训时间:2021年07月14日(星期三)晚上22:00(北京时间)
培训讲师:Keith Peterson(Trimble eCognition软件产品经理)
Jose Manuel Pe?a博士
培训注册网址:
https://go2.trimble.com/2021-07-14-GEO-EC-WB-eCog-Ag_LandingPage-Registration.html
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)
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