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ViCA-NeRF: View-Consistency-Aware 3D Editing of Neural Radiance Fields

Neural Information Processing Systems
We introduce ViCA-NeRF, the first view-consistency-aware method for 3D editing with text instructions. In addition to the implicit neural radiance field (NeRF) modeling, our key insight is to exploit two sources of regularization that explicitly ...
Jiahua Dong, Yu-Xiong Wang
semanticscholar   +1 more source

Neural Pruning for 3D Scene Reconstruction: Efficient NeRF Acceleration

arXiv.org
Neural Radiance Fields (NeRF) have become a popular 3D reconstruction approach in recent years. While they produce high-quality results, they also demand lengthy training times, often spanning days.
Tianqi Ding   +3 more
semanticscholar   +1 more source

I2-NeRF: Learning Neural Radiance Fields Under Physically-Grounded Media Interactions

Neural Information Processing Systems
Participating in efforts to endow generative AI with the 3D physical world perception, we propose I2-NeRF, a novel neural radiance field framework that enhances isometric and isotropic metric perception under media degradation. While existing NeRF models
Shuhong Liu   +4 more
semanticscholar   +1 more source

NeRF-based defect detection

Other Conferences
The rapid growth of industrial automation has highlighted the need for precise and efficient defect detection in large-scale machinery. Traditional inspection techniques, involving manual procedures such as scaling tall structures for visual evaluation ...
Tianqi Ding   +7 more
semanticscholar   +1 more source

The NeRF Signature: Codebook-Aided Watermarking for Neural Radiance Fields

IEEE Transactions on Pattern Analysis and Machine Intelligence
Neural Radiance Fields (NeRF) have been gaining attention as a significant form of 3D content representation. With the proliferation of NeRF-based creations, the need for copyright protection has emerged as a critical issue. Although some approaches have
Ziyuan Luo   +5 more
semanticscholar   +1 more source

DN-SLAM: A Visual SLAM With ORB Features and NeRF Mapping in Dynamic Environments

IEEE Sensors Journal
Vision simultaneous localization and mapping (SLAM) is essential for adapting to new environments and for localization and is therefore widely used in robotics.
Chenyu Ruan   +3 more
semanticscholar   +1 more source

The NeRFect Match: Exploring NeRF Features for Visual Localization

European Conference on Computer Vision
In this work, we propose the use of Neural Radiance Fields (NeRF) as a scene representation for visual localization. Recently, NeRF has been employed to enhance pose regression and scene coordinate regression models by augmenting the training database ...
Qunjie Zhou   +3 more
semanticscholar   +1 more source

Nerf Punk

This chapter explores the intricate world of alternative history (AH) cosplay, focusing on the symbolic and material significance of cosplay firearms. Set against the backdrop of a steampunk-themed ball during Dragon Con in Atlanta, the chapter delves into the craftsmanship, creativity, and storytelling embodied in these handmade, fantastical weapons ...
openaire   +1 more source

SD-NeRF: Towards Lifelike Talking Head Animation via Spatially-Adaptive Dual-Driven NeRFs

IEEE transactions on multimedia
Recent years have witnessed great progress in audio-driven talking head animation. Among these methods, the 3D-based ones better preserve the 3D consistency of the generated head and produce more natural results compared with 2D-based approaches. However,
Shuai Shen   +5 more
semanticscholar   +1 more source

A Critical Analysis of NeRF-Based 3D Reconstruction

Remote Sensing, 2023
Fabio Remondino   +2 more
exaly  

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