poetrywanderer / New-View-Synthesis

Collecting papers about new view synthesis

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New-View-Synthesis

Collecting papers about new view synthesis

:bowtie:⭐🔥💪 I will update each day and add more details about every paper ☀️☀️☀️

  1. Stereo Magnification: Learning View Synthesis using Multiplane Images [arxiv] | [code] | 2018 image

  2. Local Light Field Fusion [arxiv] | [code] | 2019 image

  3. DeepView: View synthesis with learned gradient descent [pdf] | [code] | 2019 image

  4. 3D Ken Burns Effect from a Single Image [arxiv] | [code] | 2020 image

  5. 3D Photography using Context-aware Layered Depth Inpainting [arxiv] | [code] | 2020 image

  6. NeRF: Neural Radiance Fields [arxiv] | [code] | 2020 image

  7. NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections [arxiv] | [code] | 2020 image

  8. GRF: Learning a General Radiance Field for 3D Scene Representation and Rendering [arxiv] | [code] image

  9. DeRF: Decomposed Radiance Fields [arxiv] | 2020

  10. NeRF++: Analyzing and Improving Neural Radiance Fields [arxiv] | [code] | 2020

  11. Extreme View Synthesis [arxiv] | [code] | 2019 image

  12. Generative View Synthesis: From Single-view Semantics to Novel-view Images [arxiv] | [code] | 2020 image

  13. Semantic view synthesis [arxiv] | [code] |2020 image

  14. Single-view view synthesis with multiplane images [arxiv] | [code] | 2020 image

  15. Neural Sparse Voxel Fields [arixv] | [code] | 2020

  16. SynSin: End-to-end View Synthesis from a Single Image [arxiv] | [code] | 2020

  17. Neural Point-Based Graphics [arxiv] | [code] | 2020

  18. Free View Synthesis [arxiv] | [code] | 2020

  19. Stable View Synthesis [arxiv] | [code]2020

  20. Deformable Neural Radiance Fields [pdf] | [code] | 2020

  21. MatryODShka: Real-time 6DoF Video View Synthesis using Multi-Sphere Images [arxiv] | [code] | 2020

  22. Immersive light field video with a layered mesh representation [pdf] | [project] | 2020

  23. NRMVS: Non-Rigid Multi-View Stereo [code] | 2019

  24. Neural Volumes: Learning Dynamic Renderable Volumes from Images [arxiv] | [code] | 2020

  25. Pifuhd: Multi-level pixel-aligned implicit function for high-resolution 3d human digitization [arxiv] | [code]

  26. Neural3D: Light-weight Neural Portrait Scanning via Context-aware Correspondence Learning [pdf] | 2020

  27. Monocular Real-Time Volumetric Performance Capture [pdf] | [code] | 2020

  28. pixelNeRF : Neural Radiance Fields from One or Few Images [pdf] | [code] | 2020

  29. Novel View Synthesis of Dynamic Scenes with Globally Coherent Depths from a Monocular Camera [arxiv] | 2020

  30. Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes [arxiv] | [code] | 2020

  31. Space-time Neural Irradiance Fields for Free-Viewpoint Video [arxiv] | [code] | 2020

  32. NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis [project] | 2020

  33. Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction [project] | 2020 image

    • use 3DMM to get the facical expression
    • encode the input image sqquences to get latent code
    • like nerf's MLP, also use facial expressing and latent code as input for the Radiance Fields Network
  34. NeRD: Neural Reflectance Decomposition from Image Collections [code] | 2020 image

  35. Portrait Neural Radiance Fields from a Single Image [pdf] | [project] | 2020 image

  36. Object-Centric Neural Scene Rendering [project] | 2020

  37. Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis from a Single Image [project] | 2020

  38. Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image [arxiv] | [video] | 2020 image

  39. Neural Radiance Flow for 4D View Synthesis and Video Processing [project] | 2020 image

  40. Learning Compositional Radiance Fields of Dynamic Human Heads [pdf] | [project] | 2020 image

  41. Relightable 3D Head Portraits from a Smartphone Video [pdf] | 2020 image

  42. Learning to Recover 3D Scene Shape from a Single Image [project] | 2020 image

  43. Vid2Actor: Free-viewpoint Animatable Person Synthesis from Video in the Wild [project] | 2020 image

  44. Non-Rigid Neural Radiance Fields: Reconstruction and Novel View Synthesis of a Deforming Scene from Monocular Video [pdf] | 2020 image

  45. ANR: Articulated Neural Rendering for Virtual Avatars [project] | 2020 image

  46. Neural Point-Based Graphics [pdf] | [project] image

  47. Equivariant Neural Rendering [pdf] | [code]

  48. Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans [pdf] | [project] image

  49. Pixel-aligned Volumetric Avatars [pdf] | [project] image

  50. D-NeRF: Neural Radiance Fields for Dynamic Scenes [pdf] image

  51. Shape-conditioned Radiance Fields from a Single View [pdf] | [project] image

  52. NeRF--: Neural Radiance Fields Without Known Camera Parameters [pdf] | [project] image

  53. IBRNet: Learning Multi-View Image-Based Rendering [pdf] | [project] image

  54. DONeRF: Towards Real-Time Rendering of Neural Radiance Fields using Depth Oracle Networks [pdf] | [project]

  55. Neural 3D Video Synthesis [pdf] | [project] image

  56. NeX: Real-time View Synthesis with Neural Basis Expansion [pdf] | [project] image

  57. A-NeRF: Surface-free Human 3D Pose Refinement via Neural Rendering [pdf] | [project] image

  58. FastNeRF: High-Fidelity Neural Rendering at 200FPS [pdf] images

  59. AD-NeRF: Audio Driven Neural Radiance Fields for Talking Head Synthesis [pdf] image

  60. Neural Lumigraph Rendering [pdf] | [project] image

  61. AutoInt: Automatic Integration for Fast Neural Volume Rendering [pdf] image

  62. PlenOctrees for Real-time Rendering of Neural Radiance Fields [pdf] | [project] image

  63. KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs [pdf] image

  64. Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields [pdf] image

  65. Baking Neural Radiance Fields for Real-Time View Synthesis [pdf] | [project] image

  66. DDR-Net: Learning Multi-Stage Multi-View Stereo With Dynamic Depth Range [pdf] | [code]

  67. MVSNeRF: Fast Generalizable Radiance Field Reconstruction from Multi-View Stereo [pdf] | [project] image

  68. GNeRF: GAN-based Neural Radiance Field without Posed Camera [pdf] image

  69. NeuralRecon: Real-Time Coherent 3D Reconstruction from Monocular Video [project] image

  70. Putting NeRF on a Diet: Semantically Consistent Few-Shot View [pdf] | [project]

  71. MirrorNeRF: One-shot Neural Portrait Radiance Field from Multi-mirror Catadioptric Imaging [pdf] image

  72. Neural Articulated Radiance Field [pdf] | [code] image

  73. Pixel Codec Avatars [pdf] image

  74. Stereo Radiance Fields (SRF): Learning View Synthesis for Sparse Views of Novel Scenes [pdf] | [code] image

  75. Geometry-Free View Synthesis: Transformers and no 3D Priors [pdf] | [code] image

  76. PeeledHuman: Robust Shape Representation for Textured 3D Human Body Reconstruction [pdf] | [project]
    image

  77. High-fidelity Face Tracking for AR/VR via Deep Lighting Adaptation [pdf] image

  78. UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction [pdf] | [code] image

  79. FiG-NeRF: Figure-Ground Neural Radiance Fields for 3D Object Category Modelling [pdf] | [project] image

  80. BARF : Bundle-Adjusting Neural Radiance Fields [pdf] | [project] image

  81. Neural RGB-D Surface Reconstruction [pdf] | [project] image

  82. NeMI: Unifying Neural Radiance Fields with Multiplane Images for Novel View Synthesis [pdf] | project image

  83. Neural Ray-Tracing: Learning Surfaces and Reflectance for Relighting and View Synthesis [pdf] | [code] image

  84. Animatable Neural Radiance Fields for Human Body Modeling [project] image

  85. Function4D: Real-time Human Volumetric Capture from Very Sparse Consumer RGBD Sensors [pdf] image

  86. Editable Free-Viewpoint Video using a Layered Neural Representation [pdf] image

  87. LASR: Learning Articulated Shape Reconstruction from a Monocular Video [project] image

  88. Learning to Generate Novel Scene Compositions from Single Images and Videos [pdf] image

  89. POSEFusion: Pose-guided Selective Fusion for Single-view Human Volumetric Capture [project] image

  90. Deep Relightable Appearance Models for Animatable Faces [projcet] image

  91. Total Relighting:Learning to Relight Portraits for Background Replacement [project] image

  92. Dynamic View Synthesis from Dynamic Monocular Video [pdf] image

  93. Editing Conditional Radiance Fields [pdf] | [code] image

  94. Neural Trajectory Fields for Dynamic Novel View Synthesis [pdf] image

  95. NeLF: Practical Novel View Synthesis with Neural Light Field [pdf] image

  96. Recursive-NeRF: An Efficient and Dynamically Growing NeRF [pdf] image

  97. Convolutional Neural Opacity Radiance Fields [pdf] image

  98. Light Field Networks:Neural Scene Representations with Single-Evaluation Rendering [project] image

  99. NeRFactor: Neural Factorization of Shape and Reflectance Under an Unknown Illumination[project] image

  100. Neural Actor: Neural Free-view Synthesis of Human Actors with Pose Control[pdf] | [project] image

  101. DoubleField: Bridging the Neural Surface and Radiance Fields for High-fidelity Human Rendering [pdf] | [project] image

  102. Neural Implicit 3D Shapes from Single Images with Spatial Patterns [code] image

  103. NeRF in detail: Learning to sample for view synthesis [pdf] image

  104. View Generalization for Single Image Textured 3D Models [projet] image

  105. HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields [project] image

  106. FaDIV-Syn: Fast Depth-Independent View Synthesis [pdf] image

  107. Animatable Neural Radiance Fields from Monocular RGB Video [pdf] image

  108. Free-viewpoint Indoor Neural Relighting from Multi-view Stereo [pdf] image

  109. StylePeople A Generative Model of Fullbody Human Avatars [project] image

  110. Explicit Clothing Modeling for an Animatable Full-Body Avatar [pdf] image

  111. Depth-supervised NeRF: Fewer Views and Faster Training for Free [code] image

  112. iNeRF : Inverting Neural Radiance Fields for Pose Estimation [project] image

  113. Sharf: Shape-conditioned Radiance Fields from a Single View [project] image

  114. STaR : Self-supervised Tracking and Reconstruction of Rigid Objects in Motion with Neural Rendering [project]

  115. NeLF: Neural Light-transport Field for Portrait View Synthesis and Relighting [project]

  116. H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction [project]

  117. Neural Rays for Occlusion-aware Image-based Rendering [project]

  118. Fast and Explicit Neural View Synthesis [pdf]

  119. Baking Neural Radiance Fields for Real-Time View Synthesis [project]

  120. Relightable Neural Video Portrait [pdf]

  121. MINE Towards Continuous Depth MPI with NeRF for Novel View Synthesis [project]

  122. NeuralMVS: Bridging Multi-View Stereo and Novel View Synthesis [pdf]

  123. FLAME-in-NeRF : Neural control of Radiance Fields for Free View Face Animation [pdf]

  124. iButter: Neural Interactive Bullet Time Generator for Human Free-viewpoint Rendering [pdf]

  125. NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction [code]

  126. improved-nerfmm [code]

  127. Self-Calibrating Neural Radiance Fields [code]

  128. Deep 3D Mask Volume for View Synthesis of Dynamic Scenes [pdf] | [project]

  129. NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo [project]

  130. SLIDE: Single Image 3D Photography with Soft Layering and Depth-aware Inpainting [project]

  131. Dynamic Scene Novel View Synthesis via Deferred Spatio-temporal Consistency [pdf]

  132. Stochastic Neural Radiance Fields:Quantifying Uncertainty in Implicit 3D Representations [pdf]

  133. CodeNeRF: Disentangled Neural Radiance Fields for Object Categories [code]

  134. Multi-view 3D reconstruction using neural rendering [code]

  135. Neural Human Performer: Learning Generalizable Radiance Fields for Human Performance Rendering [code]

  136. FreeStyleGAN: Free-view Editable Portrait Rendering with the Camera Manifold [project]

  137. LENS: Localization enhanced by NeRF synthesis [pdf]

  138. Neural Radiance Fields Approach to Deep Multi-View Photometric Stereo [pdf]

  139. ADOP: Approximate Differentiable One-Pixel Point Rendering [pdf] | [code] image

  140. NeRS: Neural Reflectance Surfaces for Sparse-View 3D Reconstruction in the Wild [project] image

  141. Appearance Editing with Free-viewpoint Neural Rendering [pdf] image

  142. NeuralBlox: Real-Time Neural Representation Fusion for Robust Volumetric Mapping [code] image

  143. StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis [project] image

  144. 3D-RETR: End-to-End Single and Multi-View3D Reconstruction with Transformers [code] image

  145. NeRV: Neural Representations for Videos [code]

  146. H-NeRF: Neural Radiance Fields for Rendering and Temporal Reconstruction of Humans in Motion [pdf]

  147. Dex-NeRF: Using a Neural Radiance Field to Grasp Transparent Objects [[https://arxiv.org/pdf/2110.14217.pdf]]

  148. Novel View Synthesis from a Single Image via Unsupervised Learning [pdf]

  149. Neural View Synthesis and Matching for Semi-Supervised Few-Shot Learning of 3D Pose [code]

  150. Volume Rendering of Neural Implicit Surfaces [pdf]

  151. TöRF: Time-of-Flight Radiance Fields for Dynamic Scene View Synthesis [project]

  152. Multiview Neural Surface Reconstruction by Disentangling Geometry and Appearance [project]

  153. Common Objects in 3D:Large-Scale Learning and Evaluation of Real-life 3D Category Reconstruction [pdf] | [code]

  154. TermiNeRF: Ray Termination Prediction for Efficient Neural Rendering [project]

  155. LOLNeRF: Learn from One Look [pdf]

  156. DIVeR: Deterministic Integration for Volume Rendering [pdf] | [code]

  157. irect Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction [pdf] [code]

  158. Neural Fields in Visual Computing and Beyond [pdf]

  159. Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields [pdf]

  160. VaxNeRF: Revisiting the Classic for Voxel-Accelerated Neural Radiance Field [code]

  161. NeRF in the Dark: High Dynamic Range View Synthesis from Noisy Raw Images [project]

  162. GeoNeRF: Generalizing NeRF with Geometry Priors [project]

  163. Neural Fields as Learnable Kernels for 3D Reconstruction [project]

  164. NeSF: Neural Scene Fields [project]

  165. Human Pose Manipulation and Novel View Synthesis using Differentiable Rendering [pdf]

  166. HDR-NeRF: High Dynamic Range Neural Radiance Fields [project]

  167. Deblur-NeRF: Neural Radiance Fields from Blurry Images [pdf]

  168. NeuSample: Neural Sample Field for Efficient View Synthesis [project]

  169. FENeRF: Face Editing in Neural Radiance Fields [pdf]

  170. Hallucinated Neural Radiance Fields in the Wild [pdf]

  171. NeRFReN: Neural Radiance Fields with Reflections [project]

  172. Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs [project]

  173. Learning Neural Light Fields with Ray-Space Embedding Networks [project]

  174. Neural Point Light Fields [pdf]

  175. CoNeRF: Controllable Neural Radiance Fields [project]

  176. NeRF-SR: High-Quality Neural Radiance Fields using Super-Sampling [project]

  177. Neural Head Avatars from Monocular RGB Videos [project]

  178. Fast Neural Representations for Direct Volume Rendering [project]

  179. Efficient Neural Radiance Fields with Learned Depth-Guided Sampling [project]

  180. HumanNeRF: Generalizable Neural Human Radiance Field from Sparse Inputs [pdf]

  181. Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields [project]

  182. CG-NeRF: Conditional Generative Neural Radiance Fields [pdf]

  183. Geometry-Guided Progressive NeRF for Generalizable and Efficient Neural Human Rendering [pdf]

  184. Neural Radiance Fields for Outdoor Scene Relighting [project] image

  185. CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields [project] image

  186. Plenoxels: Radiance Fields without Neural Networks [project] image

  187. HeadNeRF: A Real-time NeRF-based Parametric Head Model [project]

  188. PERF: Performant, Explicit Radiance Fields [pdf]

  189. CityNeRF: Building NeRF at City Scale [project]

  190. Dynamic View Synthesis from Dynamic Monocular Video [project]

  191. Light Field Neural Rendering [project]

  192. Mega-NeRF: Scalable Construction of Large-Scale NeRFs for Virtual Fly-Throughs [project]

  193. DD-NeRF: Double-Diffusion Neural Radiance Field as a Generalizable Implicit Body Representation[pdf]

  194. Human View Synthesis using a Single Sparse RGB-D Input [project]

  195. DFA-NeRF: Personalized Talking Head Generation via Disentangled Face attributes Neural Rendering [pdf]

  196. InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering [project]

  197. NeROIC: Neural Object Capture and Rendering from Online Image Collections [project]

  198. HumanNeRF: Free-viewpoint Rendering of Moving People from Monocular Video [project] image

  199. Instant Neural Graphics Primitives with a Multiresolution Hash Encoding [code] image

  200. Point-NeRF: Point-based Neural Radiance Fields project image

  201. Animatable Neural Radiance Fields from Monocular RGB Videos [code] image

  202. Block-NeRF: Scalable Large Scene Neural View Synthesis [project]

  203. PVSeRF: Joint Pixel-, Voxel- and Surface-Aligned Radiance Field for Single-Image Novel View Synthesis [pdf]

  204. NeuVV: Neural Volumetric Videos with Immersive Rendering and Editing [pdf]

  205. NeuralFusion: Neural Volumetric Rendering under Human-object Interactions [pdf]

  206. NeRF-Supervision:Learning Dense Object Descriptors from Neural Radiance Fields [project]

  207. NeReF: Neural Refractive Field for Fluid Surface Reconstruction and Implicit Representation [pdf]

  208. RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering [project]

  209. NeRF-Pose: A First-Reconstruct-Then-Regress Approach for Weakly-supervised 6D Object Pose Estimation [pdf]

  210. DialogueNeRF: Towards Realistic Avatar Face-to-face Conversation Video Generation [pdf]

  211. Tensorial Radiance Fields [project]

  212. Sat-NeRF: Learning Multi-View Satellite Photogrammetry With Transient Objects and Shadow Modeling Using RPC Cameras [pdf]

  213. Learning Object-Compositional Neural Radiance Field for Editable Scene Rendering [pdf]

  214. Conditional-Flow NeRF: Accurate 3D Modelling with Reliable Uncertainty Quantification [pdf]

  215. ViewFormer: NeRF-free Neural Rendering from Few Images Using Transformers[pdf]

  216. Sem2NeRF: Converting Single-View Semantic Masks to Neural Radiance Fields[project]

  217. NeRFusion: Fusing Radiance Fields for Large-Scale Scene Reconstruction [project]

  218. Spline-NeRF: C0-Continuous Dynamic NeRF [project]

  219. NPBG++: Accelerating Neural Point-Based Graphics [project]

  220. DRaCoN – Differentiable Rasterization Conditioned Neural Radiance Fields for Articulated Avatars [project]

  221. AutoRF: Learning 3D Object Radiance Fields from Single View Observations [project]

  222. NAN: Noise-Aware NeRFs for Burst-Denoising [project]

  223. GARF: Gaussian Activated Radiance Fields for High Fidelity Reconstruction and Pose Estimation [project]

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Collecting papers about new view synthesis