Change detection of urban area using remote sensing

Tushar Rajendra Baviskar, B. Jadhav
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Abstract

The exactness of change detection on surface of earth is vital for comprehension the connections and associations amongst human and normal properties. Remote Sensing and Geographic Information Systems (GIS) can possibly give precise data in regards to land use and Land cover changes. Now days the population of urban area is increasing drastically, to manage the resource of urban areas, automate change detection method using satellite images is estimate. In this system we propose the change detection of urban areas using supervised and unsupervised technique and compare their performance with other state of the art technique. Change vector analysis is convoluted to actualize, however it is important to to demonstrating course and extent of progress. Nowadays, ANN, K mean and Isodata algorithm are used. Zonal change and image differencing have been rarely utilised in change detection. Similarly urban mapping is also possible in change detection and also new research area for change detection. Using remote sensing, we analyze all necessary changes of urban areas and compare with other techniques and validate the result.
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基于遥感的城市区域变化检测
地球表面变化检测的准确性对于理解人类与自然属性之间的联系和关联至关重要。遥感和地理信息系统(GIS)可能提供关于土地利用和土地覆盖变化的精确数据。在城市人口急剧增加的今天,为了对城市资源进行管理,提出了利用卫星图像自动变化检测的方法。在该系统中,我们提出了使用监督和非监督技术对城市区域进行变化检测,并将其性能与其他最新技术进行了比较。变更向量分析的实现是复杂的,但是它对展示进展的过程和程度是很重要的。目前主要采用人工神经网络、K均值和等数据算法。区域变化和图像差分技术在变化检测中应用较少。同样,城市制图在变化检测中也有可能,这也是变化检测的一个新的研究领域。我们利用遥感分析了所有必要的城市区域变化,并与其他技术进行了比较,验证了结果。
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