Work

Applications and Comprehensive Evaluation of Commodity Reconstruction based on NeRF

Year: 2025

Type: conference-paper

Abstract: NeRF, as an implicit 3D scene generation algorithm, has attracted widespread attention in the field of 3D reconstruction. However, its application in the field of small commodity 3D modeling has not been fully evaluated. To offer specific technical guidance for the application of Nerf in the e - commerce field, we perform detailed experiments and comparisons from multiple aspects such as the complexity of the background, lighting conditions, the number of images, and the surface texture of the experiment.

Source: International Conference on Generative Artificial Intelligence and Information Security (GAIIS)

DOI: 10.1145/3728725.3728737

Authors: Zhongxia Lei, Caixia Zhang, Junzhen Gui

Institution: North China University of Technology

Language: English

Topic: 3D Shape Modeling and Analysis

Subfield: Computational Mechanics

Field: Engineering

Domain: Physical Sciences

Open Access status: hybrid

OpenAlex ID: W4411016141

FWCI:

Cites: 12

Cited by:

Related to: 10