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   Articles with "cloud generation" as a keyword



3D Point Cloud Generation Based on Low-Cost and Portable FMCW Radar for Poor-Visibility Environments

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recommendations! Published in 2024 at "IEEE Access"

DOI: 10.1109/access.2024.3431692

Abstract: There are many problems that occur in situations, such as fires, because the visibility of the emergency responders is limited. There are some studies that are aimed at solving these problems, but they are difficult… read more here.

Keywords: cloud generation; fmcw radar; point cloud; radar ... See more keywords

Point Cloud Generation Using Deep Adversarial Local Features for Augmented and Mixed Reality Contents

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recommendations! Published in 2022 at "IEEE Transactions on Consumer Electronics"

DOI: 10.1109/tce.2022.3141093

Abstract: We present a generative model-based point cloud generation method using deep adversarial local features. The proposed generative adversarial network (GAN) can reduce computational load and increase the accuracy in three-dimensional (3D) acquisition, reconstruction, and rendering… read more here.

Keywords: cloud generation; point cloud; reality; local features ... See more keywords

DiffusionPointLabel: Annotated Point Cloud Generation with Diffusion Model

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recommendations! Published in 2022 at "Computer Graphics Forum"

DOI: 10.1111/cgf.14663

Abstract: Point cloud generation aims to synthesize point clouds that do not exist in supervised dataset. Generating a point cloud with certain semantic labels remains an under‐explored problem. This paper proposes a formulation called DiffusionPointLabel, which… read more here.

Keywords: point cloud; cloud generation; model; point ... See more keywords

3D Point Cloud Generation to Understand Real Object Structure via Graph Convolutional Networks

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recommendations! Published in 2024 at "Traitement du Signal"

DOI: 10.18280/ts.410613

Abstract: Estimating and generating a three-dimensional (3D) model from a single image are challenging problems that have gained considerable attention from researchers in different fields of computer vision and artificial intelligence. Previously, there has been research… read more here.

Keywords: generation understand; cloud generation; point cloud; object structure ... See more keywords