Correction of building height effect using LIDAR and GPS

Hong Gyoo Sohn, Kong Hyun Yun, Gi Hong Kim, Hyo Sun Park

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

Correction of building height effects is a critical step in image interpretation from aerial imagery in urban area. In this paper, an efficient scheme to correct building height effects from aerial color imagery using multi source data sets is presented. The following steps have been performed to remove the shadow effect from aerial color imagery. First, the shadow regions of the orthorectified aerial color image are precisely located using the solar position and the heights of ground objects derived from LIDAR (Light Detection and Ranging) data. The shadow area is composed of many different ground features. To accurately recover the original spectral information the step for accurate segmentation of shadow regions needed. This step has been performed by utilizing the existing digital map which contains surface cover information. To assign correction information corresponding to the surface features on the shadowed area, correction factor needed to be modeled. For this three basic assumptions are proposed and comparison between the context region and the same non-shadowed context region is made. Finally, the shadow-effect-corrected image is generated by using the correction factor obtained from the previous step.

Original languageEnglish
Title of host publicationHigh Performance Computing and Communcations - First International Conference, HPCC 2005, Proceedings
Pages1087-1095
Number of pages9
DOIs
Publication statusPublished - 2005
Event1st International Conference on High Performance Computing and Communcations, HPCC 2005 - Sorrento, Italy
Duration: 2005 Sep 212005 Sep 23

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume3726 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other1st International Conference on High Performance Computing and Communcations, HPCC 2005
CountryItaly
CitySorrento
Period05/9/2105/9/23

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

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    Sohn, H. G., Yun, K. H., Kim, G. H., & Park, H. S. (2005). Correction of building height effect using LIDAR and GPS. In High Performance Computing and Communcations - First International Conference, HPCC 2005, Proceedings (pp. 1087-1095). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 3726 LNCS). https://doi.org/10.1007/11557654_121