LFG: An easy-to-use realistic synthetic LandFill Generator

In this paper we present a Blender add-on named LFG that allows for easy, large and realistic, 3D model L and F ill G eneration. Large datasets of vast, diverse synthetic landfills are hard to come by, and greatly in need for the purposes of developing and evaluating a multitude of algorithms (e.g. waste classification, 3D-reconstruction, volume estimation algorithms) in the context of research against environment crime. Additionally, they can be used alongside UAV simulators for the development of path-planning algorithms. Although there are some 3D models of landfills available on online 3D-model marketplaces, these are often expensive, low-quality, low-variety and unalterable models. LFG offers customizable, expandable options and realistic features tailored for landfill generation and research. • LFG is a blender add-on that generates synthetic high-fidelity landfills through a user-friendly interface. • A landscape supporting the waste can also be generated or 3D reconstructed models can be loaded instead. • Volume ground truth of each waste pile for an active synthetic landfill is accurately calculated.

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Publication Details

Journal
SoftwareX
Published
2024-11-07
DOI
https://doi.org/10.1016/j.softx.2024.101936
Citations
1
Primary Topic
Underwater Vehicles and Communication Systems
Type
article
Field-Weighted Citation Impact
0.34

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article

LFG: An easy-to-use realistic synthetic LandFill Generator

Athanasios Ch. Kapoutsis, Elias B. Kosmatopoulos, Thanos Petsanis
1 citations
SoftwareX
Underwater Vehicles and Communication Systems
0.34
article

LFG: An easy-to-use realistic synthetic LandFill Generator

Athanasios Ch. Kapoutsis, Elias B. Kosmatopoulos, Thanos Petsanis
article en
1 citations

Abstract

In this paper we present a Blender add-on named LFG that allows for easy, large and realistic, 3D model L and F ill G eneration. Large datasets of vast, diverse synthetic landfills are hard to come by, and greatly in need for the purposes of developing and evaluating a multitude of algorithms (e.g. waste classification, 3D-reconstruction, volume estimation algorithms) in the context of research against environment crime. Additionally, they can be used alongside UAV simulators for the development of path-planning algorithms. Although there are some 3D models of landfills available on online 3D-model marketplaces, these are often expensive, low-quality, low-variety and unalterable models. LFG offers customizable, expandable options and realistic features tailored for landfill generation and research. • LFG is a blender add-on that generates synthetic high-fidelity landfills through a user-friendly interface. • A landscape supporting the waste can also be generated or 3D reconstructed models can be loaded instead. • Volume ground truth of each waste pile for an active synthetic landfill is accurately calculated.

SoftwareXVol. 28
Democritus University of Thrace (GR), Information Technologies Institute (GR), Centre for Research and Technology Hellas (GR)
European Commission, Horizon 2020 Framework Programme, HORIZON EUROPE Framework Programme, Horizon 2020
Openalex Percentile: Top 39%
Underwater Vehicles and Communication Systems
0.34
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LFG: An easy-to-use realistic synthetic LandFill Generator — Athanasios Ch. Kapoutsis, Elias B. Kosmatopoulos, et al. · SoftwareX (2024) | TGRS Research Map | TGRS