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DOI: 10.14569/IJACSA.2019.0100158
PDF

Three Dimensional Agricultural Land Modeling using Unmanned Aerial System (UAS)

Author 1: Faisal Mahmood
Author 2: Khizar Abbas
Author 3: Asif Raza
Author 4: Muhammad Awais Khan
Author 5: Prince Waqas Khan

International Journal of Advanced Computer Science and Applications(IJACSA), Volume 10 Issue 1, 2019.

  • Abstract and Keywords
  • How to Cite this Article
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Abstract: Nowadays, the unmanned aerial vehicles (UAVs) drones are mostly used in civil and military fields for security and monitoring purposes. They are also involved in the development of electronics communications and navigation systems. The UAVs are the aerial vehicles with a built-in power system having capability of controlling by a remote control system or leads to fly automatically. Rapid increase in their use due to sensors mobility in its small size that becomes the UAVs to fly at lower altitude and their significant contributions to the image processing studies, where the photogrammetric surveys in small scale areas are given importance for landslide and erosion monitoring. This paper is going to consider agriculture activities like detecting crop diseases, finding crop patterns and conduct small scale agriculture policies for study and research. In our study, the UAV drone is used for the image data collection purpose and structure form motion (SfM), algorithmic approach is utilized for producing the volumetric structure or 3-D structure of images. These 3-dimensional structures are further used for building information modeling systems and performing different operations like image classification, enhancement and segmentation. Our approach highlights better and efficient results than others agriculture images approaches captured by UAVs at high altitude.

Keywords: Image processing; structure from motion (SFM); unmanned aerial system (UAS); unmanned aerial vehicles (UAVs); camera calibration; change detection

Faisal Mahmood, Khizar Abbas, Asif Raza, Muhammad Awais Khan and Prince Waqas Khan, “Three Dimensional Agricultural Land Modeling using Unmanned Aerial System (UAS)” International Journal of Advanced Computer Science and Applications(IJACSA), 10(1), 2019. http://dx.doi.org/10.14569/IJACSA.2019.0100158

@article{Mahmood2019,
title = {Three Dimensional Agricultural Land Modeling using Unmanned Aerial System (UAS)},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2019.0100158},
url = {http://dx.doi.org/10.14569/IJACSA.2019.0100158},
year = {2019},
publisher = {The Science and Information Organization},
volume = {10},
number = {1},
author = {Faisal Mahmood and Khizar Abbas and Asif Raza and Muhammad Awais Khan and Prince Waqas Khan}
}



Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

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