Results 41 to 50 of about 22,423,978 (289)
IEEE Open Journal of Signal ProcessingMany image-based rendering (IBR) methods rely on depth estimates obtained from structured light or time-of-flight depth sensors to synthesize novel views from sparse camera networks.
Anh Minh Truong +2 more
doaj +1 more source
Neural Radiance Fields for High-Resolution Remote Sensing Novel View Synthesis
Remote Sensing, 2023 Remote sensing images play a crucial role in remote sensing target detection and 3D remote sensing modeling, and the enhancement of resolution holds significant application implications.
Junwei Lv +4 more
doaj +1 more source
Geometry-biased Transformers for Novel View Synthesis
CoRR, 2023 We tackle the task of synthesizing novel views of an object given a few input images and associated camera viewpoints. Our work is inspired by recent 'geometry-free' approaches where multi-view images are encoded as a (global) set-latent representation, which is then used to predict the color for arbitrary query rays.
Naveen Venkat +3 more
openaire +2 more sources
High-Fold 3D Gaussian Splatting Model Pruning Method Assisted by Opacity
Applied SciencesRecent advancements in 3D scene representation have underscored the potential of Neural Radiance Fields (NeRFs) for producing high-fidelity renderings of complex scenes.
Shiyu Qiu +3 more
doaj +1 more source
Deep Learning based Novel View Synthesis
CoRR, 2021 Predicting novel views of a scene from real-world images has always been a challenging task. In this work, we propose a deep convolutional neural network (CNN) which learns to predict novel views of a scene from given collection of images. In comparison to prior deep learning based approaches, which can handle only a fixed number of input images to ...
Amit More, Subhasis Chaudhuri
openaire +2 more sources
Fast and Accurate Light Field View Synthesis by Optimizing Input View Selection
Micromachines, 2021 There is a trade-off between spatial resolution and angular resolution limits in light field applications; various targeted algorithms have been proposed to enhance angular resolution while ensuring high spatial resolution simultaneously, which is also ...
Xingzheng Wang +4 more
doaj +1 more source
View synthesis for kinetic depth X-ray imaging [PDF]
, 2012 This thesis reports the development and analysis of feature based synthesis of transmission X-ray images. The synthetic imagery is formed through matching and morphing or warping line-scan format images produced by a novel multi-view X-ray machine.
Abusaeeda, OA
core
Organoids in pediatric cancer research
FEBS Letters, EarlyView.Organoid technology has revolutionized cancer research, yet its application in pediatric oncology remains limited. Recent advances have enabled the development of pediatric tumor organoids, offering new insights into disease biology, treatment response, and interactions with the tumor microenvironment.
Carla Ríos Arceo, Jarno Drost
wiley +1 more source
Multi-channel volume density neural radiance field for hyperspectral imaging
Scientific ReportsHyperspectral imaging and Neural Radiance Field (NeRF) can be combined in powerful ways. With limited hyperspectral images, NeRF can generate images of objects with spectral information from arbitrary viewpoints, which can effectively mitigate defects ...
Runchuan Ma, Sailing He
doaj +1 more source
Novel View Synthesis and Dataset Augmentation for Hyperspectral Data Using NeRF
IEEE AccessHyperspectral data for the 3D domain is relatively difficult to acquire. Existing hyperspectral datasets are unsuitable for 3D research, suffer from issues of severe data scarcity, and a lack of multi-perspective images of the same object, etc.
Runchuan Ma +3 more
doaj +1 more source