Search Results - "neural radiance field(nerf)"

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    3D reconstruction of fruit trees and fruit semantic segmentation based on NeRF and improved RandLA-Net

    3D reconstruction of fruit trees and fruit semantic segmentation based on NeRF and improved RandLA-Net by Dacheng YANG, Jun GUO, Jing YANG, Yali ZHANG, Yubin LAN

    Published 2025-07-01

    ObjectiveTo solve the problem of accurate fruit segmentation in complex orchard environment. MethodA novel method for 3D reconstruction citrus fruit trees and fruit semantic segmentation of was proposed. First, the implicit 3D representation of the fruit tree was learned from multi-view images using...

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    Industrial-Grade 3D Detection for Laser Cleaning of Metallic Components Based on Neural Radiance Fields and Temporal-Spatial Learning

    Industrial-Grade 3D Detection for Laser Cleaning of Metallic Components Based on Neural Radiance Fields and Temporal-Spatial Learning by Dandan Qi

    Published 2025-01-01

    With the in-depth development of the Industry 4.0 technology toward the intelligent manufacturing, laser cleaning technology has gradually become an important method in the field of metal surface treatment due to its advantages such as high efficiency, green and non-contact, and the related technolo...

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    Subjects: “…Neural radiance fields (NeRF)…”
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