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Daniel Lopez Morales

University of Waterloo

Waterloo, N2L 3G1

Canada

  • University of Waterloo

SCHOLARLY PAPERS

2

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134

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Scholarly Papers (2)

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1.

Framework for Realistic Procedural Generation of Synthetic Datasets for Industrial Scene Point Cloud Applications

Number of pages: 27 Posted: 18 Jan 2025
Daniel Lopez Morales, Harsh Patel, Emmanouil Katsimpalis, Carl Haas and Sriram Narasimhan
University of Waterloo, University of Waterloo, University of Waterloo, University of Waterloo and University of California, Los Angeles (UCLA) - Department of Civil and Environmental Engineering
Downloads 77 (830,555)

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dataset generation, Realistic Dataset, Synthetic Dataset, Industrial Scenes, Segmentation, Machine Learning, BIM, AI, 3D Point Clouds, Construction Automation

2.

Training Networks to Segment Industrial Scene Point Clouds: Dataset Generation Using Tls and Synthetic Data

Number of pages: 21 Posted: 18 Jan 2025
Daniel Lopez Morales, Emmanouil Katsimpalis, Carl Haas and Sriram Narasimhan
University of Waterloo, University of Waterloo, University of Waterloo and University of California, Los Angeles (UCLA) - Department of Civil and Environmental Engineering
Downloads 57 (1,000,027)

Abstract:

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dataset generation, Synthetic Dataset, Industrial Scenes, Point Cloud Segmentation, Network Training, AI, 3D Point Clouds, Construction Automation, Computer Vision