تخطي إلى التنقل الرئيسي تخطي إلى البحث تخطي إلى المحتوى الرئيسي

Updating national topographic data base using change detection methods

  • E. Keinan
  • , Y. A. Felus
  • , Y. Tal
  • , O. Zilberstien
  • , Y. Elihai

نتاج البحث: نشر في مجلة › مقالة من مؤنمر › مراجعة النظراء

5 اقتباسات (Scopus)

ملخص

The traditional method for updating a topographic database on a national scale is a complex process that requires human resources, time and the development of specialized procedures. In many National Mapping and Cadaster Agencies (NMCA), the updating cycle takes a few years. Today, the reality is dynamic and the changes occur every day, therefore, the users expect that the existing database will portray the current reality. Global mapping projects which are based on community volunteers, such as OSM, update their database every day based on crowdsourcing. In order to fulfil user's requirements for rapid updating, a new methodology that maps major interest areas while preserving associated decoding information, should be developed. Until recently, automated processes did not yield satisfactory results, and a typically process included comparing images from different periods. The success rates in identifying the objects were low, and most were accompanied by a high percentage of false alarms. As a result, the automatic process required significant editorial work that made it uneconomical. In the recent years, the development of technologies in mapping, advancement in image processing algorithms and computer vision, together with the development of digital aerial cameras with NIR band and Very High Resolution satellites, allow the implementation of a cost effective automated process. The automatic process is based on high-resolution Digital Surface Model analysis, Multi Spectral (MS) classification, MS segmentation, object analysis and shape forming algorithms. This article reviews the results of a novel change detection methodology as a first step for updating NTDB in the Survey of Israel.

اللغة الأصليةالإنجليزيّة
الصفحات (من إلى)529-536
عدد الصفحات8
دوريةInternational Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives
مستوى الصوت41
المعرِّفات الرقمية للأشياء
حالة النشرنُشِر - 2016
منشور خارجيًانعم
الحدث23rd International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences Congress, ISPRS 2016 - Prague, التشيك
المدة: 12 يوليو 2016 → 19 يوليو 2016

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