Real-time neural light field on mobile devices
… Another emerging direction utilizes the neural light field (NeLF) for … is not mobile-friendly.
In this work, we propose an efficient network that runs in real-time on mobile devices for neural …
In this work, we propose an efficient network that runs in real-time on mobile devices for neural …
LightSpeed: light and fast neural light fields on mobile devices
… 31] studying how to accelerate training and rendering of NeRF, but in the following, we
focus on recent methods that achieve real-time rendering with or without mobile devices. …
focus on recent methods that achieve real-time rendering with or without mobile devices. …
Comprehensive high-quality three-dimensional display system based on a simplified light-field image acquisition method and a full-connected deep neural network
MU Erdenebat, T Amgalan, A Khuderchuluun, OS Nam… - Sensors, 2023 - mdpi.com
… lens array-based light field cameras manufactured by Lytro … single light field camera and a
convolutional neural network … -camera method is appropriate for light field imaging techniques. …
convolutional neural network … -camera method is appropriate for light field imaging techniques. …
Efficient Neural Light Fields (ENeLF) for Mobile Devices
A Peng - arXiv preprint arXiv:2406.00598, 2024 - arxiv.org
… for mobile devices due to the high computational cost of volumetric rendering. Emerging
research in neural light fields … Real-time neural light field on mobile devices.” Proceedings of the …
research in neural light fields … Real-time neural light field on mobile devices.” Proceedings of the …
Text-guided real-world-to-3D generative models with real-time rendering on mobile devices
… mobile devices in real-time. No additional 3D training data is required in our method. Based
on neural light fields (… 3D synthesis methods that rely on neural radiance fields (NeRF). As a …
on neural light fields (… 3D synthesis methods that rely on neural radiance fields (NeRF). As a …
Light field networks: Neural scene representations with single-evaluation rendering
… of a 360-degree light field and subsequent real-time novel view … light fields as neural scene
representations. We introduce a novel neural field parameterization of 360-degree light fields…
representations. We introduce a novel neural field parameterization of 360-degree light fields…
Semantic segmentation with light field imaging and convolutional neural networks
… light field imaging, light field datasets, and semantic segmentation in Section II. The construction
of the benchmark light field … grid based approach for real-time LiDAR ground segmenta…
of the benchmark light field … grid based approach for real-time LiDAR ground segmenta…
Light field image processing: An overview
… trend, light field cameras could find its way into mobile devices, such as mobile phones and
… times and resources, which is still a barrier for real-time depth estimation from light fields. …
… times and resources, which is still a barrier for real-time depth estimation from light fields. …
Real-Time Neural Video Recovery and Enhancement on Mobile Devices
… it supports real-time extraction on the server and real-time video recovery on a mobile device,
and (… power and resources on mobile devices, we use a single neural network model for all …
and (… power and resources on mobile devices, we use a single neural network model for all …
Deep surface light fields
… paper, we present a novel neural network based technique called deep surface light …
real-time performance even on low-end GPUs, the solution is not yet real-time on mobile devices. …
real-time performance even on low-end GPUs, the solution is not yet real-time on mobile devices. …