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isprs-archives-XLIII-B3-2020-1111-2020.pdf
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🔗 Source: isprs-archives.copernicus.org
📊 Size: 1.21 MB
📄 Pages: 6 pages
⬇️ Downloads: 56

Summary

Researchers propose a CNN-based approach for 3D reconstruction of the Martian surface using monocular images, addressing the challenges of atmospheric attenuation and noise. The method employs an encoder-decoder network with skip connections, utilizing the Viking colorized global mosaic and Mars Express HRSC blended DEM as training data. Experimental results using Context Camera (CTX) images show promising performances, with geometric accuracies comparable to those generated by traditional photogrammetry using stereo images. The proposed approach has potential for 3D reconstruction of the Martian surface, simplifying physical modeling and speeding up processing.

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Researchers propose a CNN-based approach for 3D reconstruction of the Martian surface using monocular images, addressing the challenges of atmospheric...

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  • File Format: PDF
  • File Size: 1.21 MB
  • Pages: 6
  • Language: EN
  • Total Downloads: 56
  • Last Updated: 3 hours ago

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