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Learning-based view synthesis for light field cameras

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-319-10593-2_13openalex-snapshot

Learning a Deep Convolutional Network for Image Super-Resolution

inferredcites →https://doi.org/10.1007/978-3-319-46493-0_18openalex-snapshot

View Synthesis by Appearance Flow

inferredcites →https://doi.org/10.1038/323533a0openalex-snapshot

Learning representations by back-propagating errors

inferredcites →https://doi.org/10.1109/34.121783openalex-snapshot

Single lens stereo with a plenoptic camera

inferredcites →https://doi.org/10.1109/cvpr.2010.5539854openalex-snapshot

Linear view synthesis using a dimensionality gap light field prior

inferredcites →https://doi.org/10.1109/cvpr.2010.5540159openalex-snapshot

Regenerative morphing

inferredcites →https://doi.org/10.1109/cvpr.2012.6247656openalex-snapshot

Globally consistent depth labeling of 4D light fields

inferredcites →https://doi.org/10.1109/cvpr.2012.6247952openalex-snapshot

Image denoising: Can plain neural networks compete with BM3D?

inferredcites →https://doi.org/10.1109/cvpr.2015.7298677openalex-snapshot

Learning a convolutional neural network for non-uniform motion blur removal

inferredcites →https://doi.org/10.1109/cvpr.2015.7298761openalex-snapshot

Learning to generate chairs with convolutional neural networks

inferredcites →https://doi.org/10.1109/cvpr.2015.7298762openalex-snapshot

Accurate depth map estimation from a lenslet light field camera

inferredcites →https://doi.org/10.1109/cvpr.2015.7298804openalex-snapshot

Depth from shading, defocus, and correspondence using light-field angular coherence

inferredcites →https://doi.org/10.1109/cvpr.2015.7299004openalex-snapshot

Light field from micro-baseline image pair

inferredcites →https://doi.org/10.1109/cvpr.2016.407openalex-snapshot

Convolutional Networks for Shape from Light Field

inferredcites →https://doi.org/10.1109/cvpr.2016.595openalex-snapshot

Deep Stereo: Learning to Predict New Views from the World's Imagery

inferredcites →https://doi.org/10.1109/cvprw.2012.6239346openalex-snapshot

Light field denoising, light field superresolution and stereo camera based refocussing using a GMM light field patch prior

inferredcites →https://doi.org/10.1109/icassp.2003.1202754openalex-snapshot

Light field compression using disparity-compensated lifting

inferredcites →https://doi.org/10.1109/iccphot.2009.5559010openalex-snapshot

Light field superresolution

inferredcites →https://doi.org/10.1109/iccphot.2015.7168365openalex-snapshot

Directional Super-Resolution by Means of Coded Sampling and Guided Upsampling

inferredcites →https://doi.org/10.1109/iccv.2003.1238625openalex-snapshot

Image-based rendering using image-based priors

inferredcites →https://doi.org/10.1109/iccv.2013.407openalex-snapshot

Modeling the Calibration Pipeline of the Lytro Camera for High Quality Light-Field Image Reconstruction

inferredcites →https://doi.org/10.1109/iccv.2013.89openalex-snapshot

Depth from Combining Defocus and Correspondence Using Light-Field Cameras

inferredcites →https://doi.org/10.1109/iccv.2015.307openalex-snapshot

3D-Assisted Feature Synthesis for Novel Views of an Object

inferredcites →https://doi.org/10.1109/iccv.2015.398openalex-snapshot

Occlusion-Aware Depth Estimation Using Light-Field Cameras

inferredcites →https://doi.org/10.1109/iccvw.2015.17openalex-snapshot

Learning a Deep Convolutional Network for Light-Field Image Super-Resolution

inferredcites →https://doi.org/10.1109/icme.2003.1220932openalex-snapshot

Light field compression using disparity-compensated lifting

inferredcites →https://doi.org/10.1109/tcsvt.2003.817626openalex-snapshot

Interactive rendering from compressed light fields

inferredcites →https://doi.org/10.1109/tip.2003.819861openalex-snapshot

Image quality assessment: from error visibility to structural similarity

inferredcites →https://doi.org/10.1109/tpami.2009.161openalex-snapshot

Accurate, Dense, and Robust Multiview Stereopsis

inferredcites →https://doi.org/10.1109/tpami.2013.147openalex-snapshot

Variational Light Field Analysis for Disparity Estimation and Super-Resolution

inferredcites →https://doi.org/10.1109/tvcg.2016.2532329openalex-snapshot

PlenoPatch: Patch-Based Plenoptic Image Manipulation

inferredcites →https://doi.org/10.1111/j.1467-8659.2008.01138.xopenalex-snapshot

Floating Textures

inferredcites →https://doi.org/10.1111/j.1467-8659.2011.01981.xopenalex-snapshot

Silhouette‐Aware Warping for Image‐Based Rendering

inferredcites →https://doi.org/10.1145/1073204.1073259openalex-snapshot

High performance imaging using large camera arrays

inferredcites →https://doi.org/10.1145/1186822.1073259openalex-snapshot

High performance imaging using large camera arrays

inferredcites →https://doi.org/10.1145/1531326.1531348openalex-snapshot

Moving gradients

inferredcites →https://doi.org/10.1145/1778765.1778832openalex-snapshot

Ambient point clouds for view interpolation

inferredcites →https://doi.org/10.1145/1833351.1778832openalex-snapshot

Ambient point clouds for view interpolation

inferredcites →https://doi.org/10.1145/237170.237199openalex-snapshot

Light field rendering

inferredcites →https://doi.org/10.1145/2461912.2461914openalex-snapshot

Compressive light field photography using overcomplete dictionaries and optimized projections

inferredcites →https://doi.org/10.1145/2487228.2487238openalex-snapshot

Depth synthesis and local warps for plausible image-based navigation

inferredcites →https://doi.org/10.1145/2601097.2601209openalex-snapshot

3D object manipulation in a single photograph using stock 3D models

inferredcites →https://doi.org/10.1145/2682631openalex-snapshot

Light Field Reconstruction Using Sparsity in the Continuous Fourier Domain

inferredcites →https://doi.org/10.1145/2733373.2807412openalex-snapshot

MatConvNet

inferredcites →https://doi.org/10.48550/arxiv.1412.0003openalex-snapshot

3D-Assisted Image Feature Synthesis for Novel Views of an Object

inferredcites →https://doi.org/10.48550/arxiv.1412.4564openalex-snapshot

MatConvNet - Convolutional Neural Networks for MATLAB

inferredcites →https://doi.org/10.48550/arxiv.1412.6980openalex-snapshot

Adam: A Method for Stochastic Optimization

inferredcites →https://doi.org/10.48550/arxiv.1601.00706openalex-snapshot

Weakly-supervised Disentangling with Recurrent Transformations for 3D View Synthesis

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4191361openalex-extracted

Light Field Reconstruction in Angular Domain with Multi-Models Fusion Through Representation Alternate Convolution

inferred← citeshttps://doi.org/10.1002/9781119850830.ch5openalex-snapshot

Graph Spectral 3D Image Compression

inferred← citeshttps://doi.org/10.1002/adom.202001657openalex-snapshot

High Contrast Ultrathin Light‐Field Camera Using Inverted Microlens Arrays with Metal–Insulator–Metal Optical Absorber

inferred← citeshttps://doi.org/10.1002/cav.2060openalex-snapshot

A multiresolution network architecture for deferred neural lighting

inferred← citeshttps://doi.org/10.1002/jsid.2070openalex-snapshot

Depth‐enhanced light field camera system based on focus‐tunable geometric phase lens module

inferred← citeshttps://doi.org/10.1007/978-3-030-01216-8_21openalex-snapshot

End-to-End View Synthesis for Light Field Imaging with Pseudo 4DCNN

inferred← citeshttps://doi.org/10.1007/978-3-030-01225-0_31openalex-snapshot

RefocusGAN: Scene Refocusing Using a Single Image

inferred← citeshttps://doi.org/10.1007/978-3-030-01225-0_39openalex-snapshot

Learning-Based Video Motion Magnification

inferred← citeshttps://doi.org/10.1007/978-3-030-01231-1_6openalex-snapshot

CrossNet: An End-to-End Reference-Based Super Resolution Network Using Cross-Scale Warping

inferred← citeshttps://doi.org/10.1007/978-3-030-01231-1_9openalex-snapshot

Fast Light Field Reconstruction with Deep Coarse-to-Fine Modeling of Spatial-Angular Clues

inferred← citeshttps://doi.org/10.1007/978-3-030-01234-2_26openalex-snapshot

Learning to Capture Light Fields Through a Coded Aperture Camera

inferred← citeshttps://doi.org/10.1007/978-3-030-01264-9_14openalex-snapshot

Learning to Dodge A Bullet: Concyclic View Morphing via Deep Learning

inferred← citeshttps://doi.org/10.1007/978-3-030-20876-9_4openalex-snapshot

Dense Light Field Reconstruction from Sparse Sampling Using Residual Network

inferred← citeshttps://doi.org/10.1007/978-3-030-36802-9_14openalex-snapshot

High-Performance Light Field Reconstruction with Channel-wise and SAI-wise Attention

inferred← citeshttps://doi.org/10.1007/978-3-030-37731-1_1openalex-snapshot

Light Field Reconstruction Using Dynamically Generated Filters

inferred← citeshttps://doi.org/10.1007/978-3-030-41590-7_14openalex-snapshot

Fast Approximate Light Field Volume Rendering: Using Volume Data to Improve Light Field Synthesis via Convolutional Neural Networks

inferred← citeshttps://doi.org/10.1007/978-3-030-41590-7_2openalex-snapshot

Synthesising Light Field Volume Visualisations Using Image Warping in Real-Time

inferred← citeshttps://doi.org/10.1007/978-3-030-41816-8_1openalex-snapshot

Capture, Reconstruction, and Representation of the Visual Real World for Virtual Reality

inferred← citeshttps://doi.org/10.1007/978-3-030-41816-8_3openalex-snapshot

Densely-Sampled Light Field Reconstruction

inferred← citeshttps://doi.org/10.1007/978-3-030-58452-8_11openalex-snapshot

Crowdsampling the Plenoptic Function

inferred← citeshttps://doi.org/10.1007/978-3-030-58529-7_22openalex-snapshot

Acquiring Dynamic Light Fields Through Coded Aperture Camera

inferred← citeshttps://doi.org/10.1007/978-3-030-58529-7_37openalex-snapshot

Free View Synthesis

inferred← citeshttps://doi.org/10.1007/978-3-030-58536-5_17openalex-snapshot

Deep Spatial-Angular Regularization for Compressive Light Field Reconstruction over Coded Apertures

inferred← citeshttps://doi.org/10.1007/978-3-030-58598-3_22openalex-snapshot

World-Consistent Video-to-Video Synthesis

inferred← citeshttps://doi.org/10.1007/978-3-030-58601-0_20openalex-snapshot

Deep Multi Depth Panoramas for View Synthesis

inferred← citeshttps://doi.org/10.1007/978-3-030-58610-2_35openalex-snapshot

Semantic View Synthesis

inferred← citeshttps://doi.org/10.1007/978-3-030-64556-4_30openalex-snapshot

Lightless Fields: Enhancement and Denoising of Light-Deficient Light Fields

inferred← citeshttps://doi.org/10.1007/978-3-030-69525-5_15openalex-snapshot

DeepVoxels++: Enhancing the Fidelity of Novel View Synthesis from 3D Voxel Embeddings

inferred← citeshttps://doi.org/10.1007/978-3-030-69538-5_42openalex-snapshot

Sequential View Synthesis with Transformer

inferred← citeshttps://doi.org/10.1007/978-3-030-87361-5_41openalex-snapshot

DRLFNet: A Dense-Connection Residual Learning Neural Network for Light Field Super Resolution

inferred← citeshttps://doi.org/10.1007/978-3-031-19784-0_19openalex-snapshot

Temporal-MPI: Enabling Multi-plane Images for Dynamic Scene Modelling via Temporal Basis Learning

inferred← citeshttps://doi.org/10.1007/978-3-031-19787-1_27openalex-snapshot

Free-Viewpoint RGB-D Human Performance Capture and Rendering

inferred← citeshttps://doi.org/10.1007/978-3-031-19821-2_35openalex-snapshot

R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis

inferred← citeshttps://doi.org/10.1007/978-3-031-20071-7_10openalex-snapshot

Synthesizing Light Field Video from Monocular Video

inferred← citeshttps://doi.org/10.1007/978-3-031-20497-5_22openalex-snapshot

A Coarse-to-Fine Convolutional Neural Network for Light Field Angular Super-Resolution

inferred← citeshttps://doi.org/10.1007/978-3-031-25063-7_25openalex-snapshot

Light Field Angular Super-Resolution via Dense Correspondence Field Reconstruction

inferred← citeshttps://doi.org/10.1007/978-3-031-25066-8_45openalex-snapshot

Neural Mesh-Based Graphics

inferred← citeshttps://doi.org/10.1007/978-3-031-26319-4_27openalex-snapshot

Neural Deformable Voxel Grid for Fast Optimization of Dynamic View Synthesis

inferred← citeshttps://doi.org/10.1007/978-3-031-26319-4_3openalex-snapshot

Neural Plenoptic Sampling: Learning Light-Field from Thousands of Imaginary Eyes

inferred← citeshttps://doi.org/10.1007/978-3-031-39062-3_20openalex-snapshot

Coded-Aperture Light Field Imaging Using Spatial Light Modulators

inferred← citeshttps://doi.org/10.1007/978-3-031-73001-6_16openalex-snapshot

GMT: Enhancing Generalizable Neural Rendering via Geometry-Driven Multi-Reference Texture Transfer

inferred← citeshttps://doi.org/10.1007/978-3-031-78456-9_10openalex-snapshot

Geometrically Consistent Light Field Synthesis Using Repaint Video Diffusion Model

inferred← citeshttps://doi.org/10.1007/978-3-031-91979-4_15openalex-snapshot

LightAvatar: Efficient Head Avatar as Dynamic Neural Light Field

inferred← citeshttps://doi.org/10.1007/978-3-032-31397-3_35openalex-snapshot

Plug-in Adapter and Upsampler for Arbitrary-Angle Light Field Reconstruction

inferred← citeshttps://doi.org/10.1007/978-3-032-36984-0_10openalex-snapshot

Large-Scale Light Field Synthesis from Videos Enables Geometrically Consistent Bokeh Editing

inferred← citeshttps://doi.org/10.1007/978-3-032-37232-1_8openalex-snapshot

MASS: Motion-Aligned Selective Scan for Refinement in Flow-Based Video Frame Interpolation

inferred← citeshttps://doi.org/10.1007/978-3-032-37595-7_10openalex-snapshot

GlobalSplat: Efficient Feed-Forward 3D Gaussian Splatting via Global Scene Tokens

inferred← citeshttps://doi.org/10.1007/978-3-319-69877-9_33openalex-snapshot

Underwater Light Field Depth Map Restoration Using Deep Convolutional Neural Fields

inferred← citeshttps://doi.org/10.1007/978-3-319-91734-4_1openalex-snapshot

Signal Processing Methods for Light Field Displays

inferred← citeshttps://doi.org/10.1007/978-981-10-7299-4_42openalex-snapshot

How Depth Estimation in Light Fields Can Benefit from Angular Super-Resolution?

inferred← citeshttps://doi.org/10.1007/978-981-15-3341-9_32openalex-snapshot

Geometry-Guided View Synthesis with Local Nonuniform Plane-Sweep Volume

inferred← citeshttps://doi.org/10.1007/978-981-16-1194-0_34openalex-snapshot

Light Field Reconstruction with Arbitrary Angular Resolution Using a Deep Coarse-To-Fine Framework

inferred← citeshttps://doi.org/10.1007/978-981-92-3397-7_48openalex-snapshot

Tele-Gaussian: Real-Time Multi-view Generation from a Single Camera for Autostereoscopic Telepresence

inferred← citeshttps://doi.org/10.1007/978-981-96-4282-3_24openalex-snapshot

Distortion-Resilient DIBR for Novel View Synthesis from a Single Image

inferred← citeshttps://doi.org/10.1007/978-981-97-3623-2_8openalex-snapshot

Spatial-Angular Decoupling Interaction Networks for Light Field Angular Super-Resolution

inferred← citeshttps://doi.org/10.1007/978-981-97-5612-4_15openalex-snapshot

Neural Radiation Fields via Accelerated and High Quality Parallel for Novel View Synthesis

inferred← citeshttps://doi.org/10.1007/978-981-97-6915-5_4openalex-snapshot

Plenoptic Reconstruction

inferred← citeshttps://doi.org/10.1007/978-981-97-8508-7_24openalex-snapshot

Multiview Light Field Angular Super-Resolution Based on View Alignment and Frequency Attention

inferred← citeshttps://doi.org/10.1007/s00034-025-03411-3openalex-snapshot

Monocular Image-Based Light Field Synthesis by Integrating Implicit and Explicit Depth Information

inferred← citeshttps://doi.org/10.1007/s00138-017-0862-2openalex-snapshot

Hybrid light field imaging for improved spatial resolution and depth range

inferred← citeshttps://doi.org/10.1007/s00371-021-02159-6openalex-snapshot

Depth-guided learning light field angular super-resolution with edge-aware inpainting

inferred← citeshttps://doi.org/10.1007/s00371-021-02327-8openalex-snapshot

Hierarchical feature fusion network for light field spatial super-resolution

inferred← citeshttps://doi.org/10.1007/s00371-024-03620-yopenalex-snapshot

Light field angular super-resolution by view-specific queries

inferred← citeshttps://doi.org/10.1007/s10044-021-00956-2openalex-snapshot

Learning occlusion-aware view synthesis for light fields

inferred← citeshttps://doi.org/10.1007/s10489-022-03759-yopenalex-snapshot

Light field angular super-resolution based on structure and scene information

inferred← citeshttps://doi.org/10.1007/s11042-018-6255-3openalex-snapshot

Hybrid linear weighted prediction and intra block copy based light field image coding

inferred← citeshttps://doi.org/10.1007/s11042-018-6597-xopenalex-snapshot

Improved image classification with 4D light-field and interleaved convolutional neural network

inferred← citeshttps://doi.org/10.1007/s11042-019-08030-0openalex-snapshot

6-DOF motion blur synthesis and performance evaluation of light field deblurring

inferred← citeshttps://doi.org/10.1007/s11042-022-11955-8openalex-snapshot

Learning-based high-efficiency compression framework for light field videos

inferred← citeshttps://doi.org/10.1007/s11042-024-18526-zopenalex-snapshot

WebLFR: An interactive light field renderer in web browsers

inferred← citeshttps://doi.org/10.1007/s11042-024-18714-xopenalex-snapshot

Spatial-angular interaction for arbitrary scale light field reconstruction

inferred← citeshttps://doi.org/10.1007/s11042-024-19359-6openalex-snapshot

Light field angular super resolution based on residual channel attention and classification up-sampling

inferred← citeshttps://doi.org/10.1007/s11263-022-01683-9openalex-snapshot

Hybrid Warping Fusion for Video Frame Interpolation

inferred← citeshttps://doi.org/10.1007/s11263-023-01974-9openalex-snapshot

Probabilistic-Based Feature Embedding of 4-D Light Fields for Compressive Imaging and Denoising

inferred← citeshttps://doi.org/10.1007/s11390-024-4157-6openalex-snapshot

SG-NeRF: Sparse-Input Generalized Neural Radiance Fields for Novel View Synthesis

inferred← citeshttps://doi.org/10.1007/s11633-022-1381-9openalex-snapshot

Robust Local Light Field Synthesis via Occlusion-aware Sampling and Deep Visual Feature Fusion

inferred← citeshttps://doi.org/10.1007/s11633-025-1574-0openalex-snapshot

Adaptive Bidirectional Hybrid Network for Food Image Recognition

inferred← citeshttps://doi.org/10.1007/s11704-018-8099-4openalex-snapshot

Joint view synthesis and disparity refinement for stereo matching

inferred← citeshttps://doi.org/10.1007/s11704-025-50389-xopenalex-snapshot

Dynamic scene representation in the era of neural rendering: from NeRFs to 3DGSs

inferred← citeshttps://doi.org/10.1007/s40747-024-01696-6openalex-snapshot

Rugularizing generalizable neural radiance field with limited-view images

inferred← citeshttps://doi.org/10.1007/s41095-021-0205-0openalex-snapshot

Real-time per-pixel focusing method for light field rendering

inferred← citeshttps://doi.org/10.1007/s44267-024-00039-wopenalex-snapshot

GLGNet: light field angular superresolution with arbitrary interpolation rates

inferred← citeshttps://doi.org/10.1016/b978-0-32-391755-1.00014-6openalex-snapshot

Compression of light fields

inferred← citeshttps://doi.org/10.1016/b978-0-32-391755-1.00015-8openalex-snapshot

Light field processing for media applications

inferred← citeshttps://doi.org/10.1016/j.cag.2018.10.017openalex-snapshot

A navigation paradigm driven classification for video-based rendering techniques

inferred← citeshttps://doi.org/10.1016/j.cag.2022.07.019openalex-snapshot

Dynamic scene novel view synthesis via deferred spatio-temporal consistency

inferred← citeshttps://doi.org/10.1016/j.cag.2023.05.027openalex-snapshot

DirectVoxGO++: Grid-based fast object reconstruction using radiance fields

inferred← citeshttps://doi.org/10.1016/j.cag.2024.103913openalex-snapshot

ProLiF: Progressively-connected Light Field network for efficient view synthesis

inferred← citeshttps://doi.org/10.1016/j.cag.2025.104525openalex-snapshot

Sparse-to-dense light field reconstruction based on Spatial–Angular Multi-Dimensional Interaction and Guided Residual Networks

inferred← citeshttps://doi.org/10.1016/j.compag.2024.109000openalex-snapshot

Evaluating geometric measurement accuracy based on 3D model reconstruction of nursery tomato plants by Agisoft photoscan software

inferred← citeshttps://doi.org/10.1016/j.cviu.2017.06.009openalex-snapshot

Optimized sampling for view interpolation in light fields using local dictionaries

inferred← citeshttps://doi.org/10.1016/j.displa.2023.102503openalex-snapshot

Wide-baseline view synthesis for light-field display based on plane-depth-fused sweep volume

inferred← citeshttps://doi.org/10.1016/j.displa.2026.103473openalex-snapshot

Enhancing video smoothness and clarity: A unified survey of frame interpolation, super-resolution, and space–time super-resolution

inferred← citeshttps://doi.org/10.1016/j.displa.2026.103697openalex-snapshot

CTB-NLFIC: content and target bitrate aware neural light field image compression

inferred← citeshttps://doi.org/10.1016/j.dsp.2019.102585openalex-snapshot

A hybrid learning of multimodal cues for light field depth estimation

inferred← citeshttps://doi.org/10.1016/j.dsp.2025.105139openalex-snapshot

Light field spatial super-resolution network based on spatial-angular asymmetry and non-local correlation

inferred← citeshttps://doi.org/10.1016/j.engappai.2024.107930openalex-snapshot

View synthesis with multiplane images from computationally generated RGB-D light fields

inferred← citeshttps://doi.org/10.1016/j.engappai.2025.112137openalex-snapshot

Progressive epipolar geometry for robust light field super-resolution

inferred← citeshttps://doi.org/10.1016/j.eswa.2020.113394openalex-snapshot

Light field reconstruction using hierarchical features fusion

inferred← citeshttps://doi.org/10.1016/j.eswa.2025.128964openalex-snapshot

A novel EPI-guided network with progressive fusion for light field reconstruction

inferred← citeshttps://doi.org/10.1016/j.future.2018.01.001openalex-snapshot

Low illumination underwater light field images reconstruction using deep convolutional neural networks

inferred← citeshttps://doi.org/10.1016/j.hcc.2024.100206openalex-snapshot

A survey for light field super-resolution

inferred← citeshttps://doi.org/10.1016/j.image.2019.04.005openalex-snapshot

Investigating 3D holoscopic visual content upsampling using super-resolution for cultural heritage digitization

inferred← citeshttps://doi.org/10.1016/j.image.2020.116087openalex-snapshot

Compressively sampled light field reconstruction using orthogonal frequency selection and refinement

inferred← citeshttps://doi.org/10.1016/j.image.2021.116353openalex-snapshot

Learning from EPI-Volume-Stack for Light Field image angular super-resolution

inferred← citeshttps://doi.org/10.1016/j.image.2021.116366openalex-snapshot

Hybrid dual stream blender for wide baseline view synthesis

inferred← citeshttps://doi.org/10.1016/j.image.2022.116764openalex-snapshot

Unsupervised disparity estimation from light field using plug-and-play weighted warping loss

inferred← citeshttps://doi.org/10.1016/j.image.2022.116845openalex-snapshot

Light field extraction from a conventional camera

inferred← citeshttps://doi.org/10.1016/j.image.2022.116852openalex-snapshot

A TV regularisation sparse light field reconstruction model based on guided-filtering

inferred← citeshttps://doi.org/10.1016/j.image.2022.116873openalex-snapshot

A survey on visual quality assessment methods for light fields

inferred← citeshttps://doi.org/10.1016/j.image.2023.117031openalex-snapshot

Optical Flow Assisted Multi-Level Fusion Network for Light Field Image Angular Reconstruction

inferred← citeshttps://doi.org/10.1016/j.image.2026.117697openalex-snapshot

Implicit neural representation with state space model for light field image compression

inferred← citeshttps://doi.org/10.1016/j.imavis.2020.103874openalex-snapshot

Depth-guided view synthesis for light field reconstruction from a single image

inferred← citeshttps://doi.org/10.1016/j.imavis.2026.106176openalex-snapshot

Hybrid transformer–CNN framework for light field angular super-resolution

inferred← citeshttps://doi.org/10.1016/j.inffus.2023.102088openalex-snapshot

Learning zero-shot dense light field reconstruction from heterogeneous imaging

inferred← citeshttps://doi.org/10.1016/j.inffus.2023.102183openalex-snapshot

Adaptive pixel aggregation for joint spatial and angular super-resolution of light field images

inferred← citeshttps://doi.org/10.1016/j.ins.2020.07.073openalex-snapshot

View synthesis-based light field image compression using a generative adversarial network

inferred← citeshttps://doi.org/10.1016/j.jvcir.2021.103036openalex-snapshot

Various density light field image coding based on distortion minimization interpolation

inferred← citeshttps://doi.org/10.1016/j.jvcir.2026.104850openalex-snapshot

Hierarchical decoupling–fusion of spatial and angular features for light field angular super-resolution

inferred← citeshttps://doi.org/10.1016/j.knosys.2023.110390openalex-snapshot

Geometry-assisted multi-representation view reconstruction network for Light Field image angular super-resolution

inferred← citeshttps://doi.org/10.1016/j.knosys.2023.110553openalex-snapshot

Light field angular super-resolution based on intrinsic and geometric information

inferred← citeshttps://doi.org/10.1016/j.measurement.2024.116205openalex-snapshot

Optimization of feature association strategies in multi-target tracking based on light field images

inferred← citeshttps://doi.org/10.1016/j.measurement.2025.120026openalex-snapshot

GPSNeRF: generalizable neural radiance field reconstruction via geometric, photometric, and semantic fusion

inferred← citeshttps://doi.org/10.1016/j.molp.2024.09.004openalex-snapshot

An unmanned ground vehicle phenotyping-based method to generate three-dimensional multispectral point clouds for deciphering spatial heterogeneity in plant traits

inferred← citeshttps://doi.org/10.1016/j.neucom.2020.09.048openalex-snapshot

Pseudo-LiDAR point cloud magnification

inferred← citeshttps://doi.org/10.1016/j.neucom.2021.05.056openalex-snapshot

A learning-based view extrapolation method for axial super-resolution

inferred← citeshttps://doi.org/10.1016/j.neucom.2021.05.074openalex-snapshot

Learning to restore light fields under low-light imaging

inferred← citeshttps://doi.org/10.1016/j.neucom.2022.06.011openalex-snapshot

Unsupervised learning of light field depth estimation with spatial and angular consistencies

inferred← citeshttps://doi.org/10.1016/j.neucom.2022.10.043openalex-snapshot

View position prior-supervised light field angular super-resolution network with asymmetric feature extraction and spatial-angular interaction

inferred← citeshttps://doi.org/10.1016/j.neucom.2026.134413openalex-snapshot

Unsupervised light field images depth estimation with multi-encoder and graph convolutional networks

inferred← citeshttps://doi.org/10.1016/j.neunet.2025.107568openalex-snapshot

Fast underwater scene reconstruction using multi-view stereo and physical imaging

inferred← citeshttps://doi.org/10.1016/j.optlaseng.2018.12.008openalex-snapshot

Three-dimensional digital image correlation method based on a light field camera

inferred← citeshttps://doi.org/10.1016/j.optlaseng.2022.106992openalex-snapshot

Dense view synthesis for three-dimensional light-field displays based on position-guiding convolutional neural network

inferred← citeshttps://doi.org/10.1016/j.optlaseng.2024.108079openalex-snapshot

Anti-noise light field depth measurement using specular highlight removal

inferred← citeshttps://doi.org/10.1016/j.optlaseng.2025.108928openalex-snapshot

Unsupervised light field disparity estimation using confidence weight and occlusion-aware

inferred← citeshttps://doi.org/10.1016/j.optlaseng.2026.110123openalex-snapshot

MSFFN: A multi-scale feature fusion network for robust light field image super-resolution

inferred← citeshttps://doi.org/10.1016/j.patcog.2023.109551openalex-snapshot

Dense light field reconstruction based on epipolar focus spectrum

inferred← citeshttps://doi.org/10.1016/j.patcog.2025.111616openalex-snapshot

Cascade residual learning based adaptive feature aggregation for light field super-resolution

inferred← citeshttps://doi.org/10.1016/j.patcog.2025.112147openalex-snapshot

Disparity guidance and spatial-angular interaction for single-view-based light field synthesis

inferred← citeshttps://doi.org/10.1016/j.patcog.2026.113296openalex-snapshot

A unified occlusion-free framework for unsupervised light field depth estimation

inferred← citeshttps://doi.org/10.1016/j.patcog.2026.113335openalex-snapshot

Learning domain-agnostic spatial-angular feature for light field image super-resolution

inferred← citeshttps://doi.org/10.1016/j.patcog.2026.113474openalex-snapshot

Cross-view-consistent feed-forward 3D Gaussian splatting for novel view synthesis

inferred← citeshttps://doi.org/10.1016/j.patcog.2026.113691openalex-snapshot

A geometry-aware implicit–explicit framework for light field angular super-resolution

inferred← citeshttps://doi.org/10.1016/j.patcog.2026.113710openalex-snapshot

Learning dynamic compact representations for light field angular super-resolution

inferred← citeshttps://doi.org/10.1016/j.robot.2023.104466openalex-snapshot

Robot learning from human demonstrations with inconsistent contexts

inferred← citeshttps://doi.org/10.1016/j.sigpro.2021.108121openalex-snapshot

Robust dense light field reconstruction from sparse noisy sampling

inferred← citeshttps://doi.org/10.1016/j.sigpro.2021.108279openalex-snapshot

An effective decomposition-enhancement method to restore light field images captured in the dark

inferred← citeshttps://doi.org/10.1016/j.sigpro.2021.108373openalex-snapshot

3DVSR: 3D EPI volume-based approach for angular and spatial light field image super-resolution

inferred← citeshttps://doi.org/10.1016/j.sigpro.2025.110159openalex-snapshot

Sparse sampling light field encryption via knight tour and reconstruction network

inferred← citeshttps://doi.org/10.1016/j.vrih.2019.12.001openalex-snapshot

View Synthesis from multi-view RGB data using multilayered representation and volumetric estimation

inferred← citeshttps://doi.org/10.1016/j.vrih.2020.04.004openalex-snapshot

Interactive free-viewpoint video generation

inferred← citeshttps://doi.org/10.1016/j.vrih.2022.11.001openalex-snapshot

View interpolation networks for reproducing the material appearance of specular objects

inferred← citeshttps://doi.org/10.1017/atsip.2019.14openalex-snapshot

Deep-learning-based macro-pixel synthesis and lossless coding of light field images

inferred← citeshttps://doi.org/10.1038/s41592-026-03215-6openalex-snapshot

Rapid robust high-fidelity 3D neuronal extraction from multiview calcium imaging datasets

inferred← citeshttps://doi.org/10.1038/s41598-024-81296-zopenalex-snapshot

Reconstructing angular light field by learning spatial features from quadrilateral epipolar geometry

inferred← citeshttps://doi.org/10.1038/s41598-025-21108-0openalex-snapshot

Tri-visualization feature extraction for light field angular super-resolution

inferred← citeshttps://doi.org/10.1038/s41598-026-53241-9openalex-snapshot

Directionally factorized light field reconstruction with cross-epipolar and spatial modeling

inferred← citeshttps://doi.org/10.1049/ell2.12564openalex-snapshot

Light field spatial super‐resolution via geometric feature interaction

inferred← citeshttps://doi.org/10.1049/ipr2.12203openalex-snapshot

Angular‐spatial analysis of factors affecting the performance of light field reconstruction

inferred← citeshttps://doi.org/10.1049/ipr2.12920openalex-snapshot

Cuboid-Net: A Multi-Branch Convolutional Neural Network for Joint Space-Time Video Super Resolution

inferred← citeshttps://doi.org/10.1049/ipr2.13144openalex-snapshot

Light field imaging technology for virtual reality content creation: A review

inferred← citeshttps://doi.org/10.1049/ipr2.70099openalex-snapshot

Realistic Object Reconstruction Under Different Depths Through Light Field Imaging for Virtual Reality

inferred← citeshttps://doi.org/10.1109/3dv.2018.00042openalex-snapshot

Unsupervised Depth Estimation from Light Field Using a Convolutional Neural Network

inferred← citeshttps://doi.org/10.1109/3dv50981.2020.00077openalex-snapshot

A Linear Approach to Absolute Pose Estimation for Light Fields

inferred← citeshttps://doi.org/10.1109/3dv53792.2021.00117openalex-snapshot

RGBD-Net: Predicting Color and Depth Images for Novel Views Synthesis

inferred← citeshttps://doi.org/10.1109/access.2018.2867862openalex-snapshot

Efficient Light Field Images Compression Method Based on Depth Estimation and Optimization

inferred← citeshttps://doi.org/10.1109/access.2019.2907572openalex-snapshot

Region-of-Interest Compression and View Synthesis for Light Field Video Streaming

inferred← citeshttps://doi.org/10.1109/access.2020.2977767openalex-snapshot

Dense Light Field Coding: A Survey

inferred← citeshttps://doi.org/10.1109/access.2020.2988094openalex-snapshot

Dual Disparity-Based Novel View Reconstruction for Light Field Images Using Discrete Cosine Transform Filter

inferred← citeshttps://doi.org/10.1109/access.2020.2989453openalex-snapshot

DCM-CNN: Densely Connected Multiloss Convolutional Neural Networks for Light Field View Synthesis

inferred← citeshttps://doi.org/10.1109/access.2020.3002921openalex-snapshot

Joint Light Field Spatial and Angular Super-Resolution From a Single Image

inferred← citeshttps://doi.org/10.1109/access.2020.3004477openalex-snapshot

LightGAN: A Deep Generative Model for Light Field Reconstruction

inferred← citeshttps://doi.org/10.1109/access.2020.3023505openalex-snapshot

Light Field Reconstruction With a Hybrid Sparse Regularization-Pseudo 4DCNN Framework

inferred← citeshttps://doi.org/10.1109/access.2020.3026332openalex-snapshot

Image Synthesis With Efficient Defocus Blur for Stereoscopic Displays

inferred← citeshttps://doi.org/10.1109/access.2021.3057401openalex-snapshot

Fast Light Field Angular Resolution Enhancement Using Convolutional Neural Network

inferred← citeshttps://doi.org/10.1109/access.2022.3142949openalex-snapshot

Attention Mechanism-Based Light-Field View Synthesis

inferred← citeshttps://doi.org/10.1109/access.2022.3168362openalex-snapshot

Deep Unrolling for Light Field Compressed Acquisition Using Coded Masks

inferred← citeshttps://doi.org/10.1109/access.2022.3177601openalex-snapshot

A Hierarchical Approach for Lossy Light Field Compression With Multiple Bit Rates Based on Tucker Decomposition via Random Sketching

inferred← citeshttps://doi.org/10.1109/access.2022.3179834openalex-snapshot

Light Field Image Super-Resolution Based on Multilevel Structures

inferred← citeshttps://doi.org/10.1109/access.2023.3261967openalex-snapshot

High-Fidelity Light Field Reconstruction Method Using View-Selective Angular Feature Extraction

inferred← citeshttps://doi.org/10.1109/access.2023.3286298openalex-snapshot

Lenslet Image Coding With SAIs Synthesis via 3D CNNs-Based Reinforcement Learning With a Rate Reward

inferred← citeshttps://doi.org/10.1109/access.2023.3314340openalex-snapshot

Reconstructing Continuous Light Field From Single Coded Image

inferred← citeshttps://doi.org/10.1109/access.2023.3329328openalex-snapshot

Joint Fourier Disparity Layers Unrolling With Learned View Synthesis for Light Field Reconstruction From Few-Shots Focal Stacks

inferred← citeshttps://doi.org/10.1109/access.2024.3393576openalex-snapshot

LFDA: A Framework for Light Field Depth Estimation With Depth Attention

inferred← citeshttps://doi.org/10.1109/access.2024.3446592openalex-snapshot

Light Field Reconstruction With Dual Features Extraction and Macro-Pixel Upsampling

inferred← citeshttps://doi.org/10.1109/access.2025.3532610openalex-snapshot

Advances in Light Field Spatial Super-Resolution: A Comprehensive Literature Survey

inferred← citeshttps://doi.org/10.1109/access.2026.3655362openalex-snapshot

Multi-Scale Factor Super-Resolution for Light Field Images

inferred← citeshttps://doi.org/10.1109/acpr.2017.142openalex-snapshot

Learning Light Field Reconstruction from a Single Coded Image

inferred← citeshttps://doi.org/10.1109/aivr52153.2021.00016openalex-snapshot

Speed Up Light Field Synthesis from Stereo Images

inferred← citeshttps://doi.org/10.1109/apsipa.2017.8282189openalex-snapshot

Wide angle virtual view synthesis using two-by-two Kinect V2

inferred← citeshttps://doi.org/10.1109/ccdc58219.2023.10327248openalex-snapshot

Arbitrary-scale dense light field reconstruction with meta-learning

inferred← citeshttps://doi.org/10.1109/cvpr.2017.125openalex-snapshot

Spatial-Semantic Image Search by Visual Feature Synthesis

inferred← citeshttps://doi.org/10.1109/cvpr.2017.178openalex-snapshot

Light Field Reconstruction Using Deep Convolutional Network on EPI

inferred← citeshttps://doi.org/10.1109/cvpr.2017.244openalex-snapshot

Video Frame Interpolation via Adaptive Convolution

inferred← citeshttps://doi.org/10.1109/cvpr.2017.304openalex-snapshot

Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation

inferred← citeshttps://doi.org/10.1109/cvpr.2018.00059openalex-snapshot

PhaseNet for Video Frame Interpolation

inferred← citeshttps://doi.org/10.1109/cvpr.2018.00185openalex-snapshot

Enhancing the Spatial Resolution of Stereo Images Using a Parallax Prior

inferred← citeshttps://doi.org/10.1109/cvpr.2018.00298openalex-snapshot

DeepMVS: Learning Multi-view Stereopsis

inferred← citeshttps://doi.org/10.1109/cvpr.2018.00468openalex-snapshot

View Extrapolation of Human Body from a Single Image

inferred← citeshttps://doi.org/10.1109/cvpr.2018.00499openalex-snapshot

EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth from Light Field Images

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