Single-Image Portrait Relighting
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Benchmarks
Multi-PIE
Most implemented
ReliTalk: Relightable Talking Portrait Generation from a Single Video
Light Sampling Field and BRDF Representation for Physically-based Neural Rendering
Neural Video Portrait Relighting in Real-time via Consistency Modeling
Deep Single-Image Portrait Relighting
Papers
Lite2Relight: 3D-aware Single Image Portrait Relighting
Achieving photorealistic 3D view synthesis and relighting of human portraits is pivotal for advancing AR/VR applications. Existing methodologies in portrait relighting demonstrate substantial limitations in terms of gene…
Single-Image Portrait RelightingReliTalk: Relightable Talking Portrait Generation from a Single Video
Recent years have witnessed great progress in creating vivid audio-driven portraits from monocular videos. However, how to seamlessly adapt the created video avatars to other scenarios with different backgrounds and ligh…
Single-Image Portrait RelightingLight Sampling Field and BRDF Representation for Physically-based Neural Rendering
Physically-based rendering (PBR) is key for immersive rendering effects used widely in the industry to showcase detailed realistic scenes from computer graphics assets. A well-known caveat is that producing the same is c…
Inverse RenderingLightfieldNeural RenderingSingle-Image Portrait RelightingVoLux-GAN: A Generative Model for 3D Face Synthesis with HDRI Relighting
We propose VoLux-GAN, a generative framework to synthesize 3D-aware faces with convincing relighting. Our main contribution is a volumetric HDRI relighting method that can efficiently accumulate albedo, diffuse and specu…
3D-Aware Image SynthesisData AugmentationFace GenerationSingle-Image Portrait RelightingNeural Video Portrait Relighting in Real-time via Consistency Modeling
Video portraits relighting is critical in user-facing human photography, especially for immersive VR/AR experience. Recent advances still fail to recover consistent relit result under dynamic illuminations from monocular…
DecoderDisentanglementSingle-Image Portrait RelightingDeep Single-Image Portrait Relighting
Conventional physically-based methods for relighting portrait images need to solve an inverse rendering problem, estimating face geometry, reflectance and lighting. However, the inaccurate estimation of face components c…
Inverse RenderingSingle-Image Portrait Relighting