Overview

Image relighting studies how to change the direction, color, intensity, or spatial placement of light in images and scenes without altering their underlying content. Approaches range from diffusion and transformer models conditioned on lighting controls to intrinsic-image decomposition and physics-guided methods that estimate geometry, materials, shadows, and illumination. For 3D and multi-view settings, relightable neural representations such as Gaussian splats aim to keep lighting edits consistent across viewpoints, while video methods also seek temporal stability. A central challenge is closing the gap between synthetic training data and complex real-world lighting while balancing physical accuracy, fine-grained control, and convincing image generation.

Latest papers

CardsList

34 papers5 papers in the last four weeks, up 67% on the four weeks before. 0.0% of all new papers.

  1. GSHeadRelight: Fast Relightability for 3D Gaussian Head Synthesis

    Oct 22, 2026Henglei Lv, Bailin Deng, Jianzhu Guo +4Image Relighting3D Scene Relighting

  2. Casual Flash Lighting for Gaussian Splat Inverse Rendering

    Oct 5, 2026Jiamin Xu, Dongheng Wei, Jiarong Zhao +4Inverse Rendering3D Gaussian Splatting

  3. Scene-Consistent Illumination Transfer for Inserted Advertising Graphics

    Sep 29, 2026Rameshwar Mishra, Bishshoy Das, A. V. Subramanyam +1Image EditingImage Relighting

  4. RelightFormer: Feed-forward Generative Transformer for Multiview Object Relighting

    Sep 7, 2026Hejun Wang, Jinxi Li, Junwei Jiang +4Image Relighting

  5. HELIOS: From midnight to noon, continuous outdoor urban scene relighting

    Sep 1, 2026Hala Djeghim, Nathan Piasco, Luis Roldão +4Image-to-Image TranslationAutonomous Driving

  6. Dior: Drawing the Light of Image via Material-Decoupled Illumination Representation

    Aug 30, 2026Xuanpu Zhang, Xuesong Niu, Haoxiang Cao +4Image Relighting

  7. LumiTokens: 3D Relighting via Token-Space Lighting Transformation

    Aug 18, 2026Yiwen Chen, Matheus Gadelha, Huaizu Jiang3D Scene RelightingImage Relighting

  8. Consistent Feature Transport for Image Relighting

    Jul 20, 2026Bohan Zhang, Huanwei Liang, Yuhan He +5Image-to-Image TranslationImage Relighting

  9. FreeLit: Paired-Free Indoor Relighting via Physics-Guided Diffusion

    Jul 15, 2026Chi-En Yen, Duy-Khanh Ngo, Wen-Wei Tang +3Image Relighting

  10. Decoupled Illumination Priors for Spatially Controllable Multi-View Indoor Scene Relighting

    Jul 9, 2026Chenjian Gao, Linning Xu, Tianfan XueMulti-View ConsistencyImage Relighting

  11. WarpI2I: Image Warping for Image-to-Image Translation

    Jun 30, 2026Shen Zheng, Anurag Ghosh, Gaurav Parmar +1Image-to-Image TranslationLatent Diffusion Models

  12. From Phase to Phenomenon: Self-Supervised Learning of Subsurface Scattering with Minimal Phase-shift Inputs

    Jun 28, 2026Arjun Majumdar, Raphael Braun, Andreas Engelhardt +1Inverse RenderingImage Reconstruction

  13. Do Image Editing Models Understand Lighting?

    Jun 25, 2026Tim Küchler, Johann-Friedrich Feiden, Matthias Nießner +1Image Editing EvaluationImage Relighting

  14. Generative Relightable Avatars

    Jun 21, 2026Kunwar Maheep Singh, Christian Theobalt, Rishabh DabralNeural Rendering3D Avatar Generation

  15. ResEdit: Residual embeddings for precise generative image editing

    Jun 15, 2026Ahmet Canberk Baykal, Valentin Deschaintre, Yannick Hold-Geoffroy +4Diffusion Model InversionImage Relighting

  16. Pixel Cube: Diffusion-based Portrait Video Relighting Through Realistic Lighting Reproduction

    Jun 1, 2026Yufan Zhang, Yu Ji, Ayo Ajiboye +4Video EditingImage Relighting

  17. F-RNG: Feed-Forward Relightable Neural Gaussians

    May 25, 2026Guangming Fu, Jiahui Fan, Jian Yang +23D Gaussian Splatting3D Reconstruction

  18. SRUG: Shadow-Guided Relightable Urban Scene with Generation Model

    May 23, 2026Yonghao Zhao, Zexin Yin, Jian Yang +2Inverse Rendering3D Reconstruction

  19. RoHIL: Robust Human-in-the-Loop Robotic Reinforcement Learning Against Illumination Variations

    May 19, 2026Shuoqin Zhang, Yixin Xiong, Xiru Gao +4Distribution Shift RobustnessRobot Skill Learning

  20. PIXLRelight: Controllable Relighting via Intrinsic Conditioning

    May 18, 2026Miguel Farinha, Ronald ClarkNeural RenderingImage Relighting

  21. WildRelight: A Real-World Benchmark and Physics-Guided Adaptation for Single-Image Relighting

    May 12, 2026Lezhong Wang, Mehmet Onurcan Kaya, Siavash Bigdeli +1Synthetic-to-Real Domain AdaptationTest-Time Adaptation

  22. Relightable Gaussian Splatting for Virtual Production Using Image-Based Illumination

    May 9, 2026Adrian Azzarelli, Nantheera Anantrasirichai, James Pollock +1Inverse Rendering3D Gaussian Splatting

  23. Learning Illumination Control in Diffusion Models

    Apr 27, 2026Nishit Anand, Manan Suri, Christopher Metzler +2Diffusion Model Fine-TuningImage Relighting

  24. GeoRelight: Learning Joint Geometrical Relighting and Reconstruction with Flexible Multi-Modal Diffusion Transformers

    Apr 22, 2026Yuxuan Xue, Ruofan Liang, Egor Zakharov +6Image-to-Image TranslationDiffusion Transformer

  25. TokenLight: Precise Lighting Control in Images using Attribute Tokens

    Apr 16, 2026Sumit Chaturvedi, Yannick Hold-Geoffroy, Mengwei Ren +5Image RelightingControllable Image Generation