Multi-View Image Synthesis

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31 papers9 papers in the last four weeks, up 200% on the four weeks before. 0.1% of all new papers.

Wide View Synthesis from Overlapping Perspective Cameras in Autonomous Driving
Nov 4, 2026Kaixuan Zhang, Zhipeng Xiong, Minxian Li +2Multi-View Image Synthesis 3D Gaussian Splatting
Nanjing University of Science and Technology · University of Surrey
Prior-Guided Single-Exposure HDR Novel View Synthesis via Base-Gain Representation
Oct 29, 2026Armin Shafiee Sarvestani, Sheyang Tang, Jialu Xu +1Novel View Synthesis HDR Imaging
Department of Electrical and Computer Engineering, University of Waterloo
MLLM-GS: Multimodal Large Language Model Prior-Guided Fast Novel View Synthesis in Extreme Environments
Oct 29, 2026Zhiliang Wu, Xinye Zheng, Kun Li +7Novel View Synthesis Multi-View Image Synthesis
Nanyang Technological University, Singapore, Singapore. · Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, China. · United Arab Emirates University, Abu Dhabi, United Arab Emirates. +4
Self-Consistency Geometry Injection for Multi-view Consistent Image Generation
Oct 28, 2026Yupeng Xiao, Yankai Wu, Jianjie Luo +3Multi-View Image Synthesis Multi-View Consistency
Guangdong University of Technology, China · Hiroshima University, Japan
MindView: Benchmarking Generative Multi-View Spatial Intelligence
Oct 20, 2026Yanbo Wang, Siqi Luo, Siyu Zhang +9Spatial Reasoning Benchmarks Multi-View Image Synthesis
Tsinghua University · Shanghai Artificial Intelligence Laboratory · Shanghai Jiao Tong University +3
HRoPE: Homography Relative Positional Encoding
Oct 20, 2026Huachen Gao, Yang Yang, Xiaoqian Liang +6Positional Encoding Relative Positional Encoding
Zhejiang University · Westlake University · Huazhong University of Science and Technology +2
Multi-View Structural Representations for Physically-Consistent TeX Generation
Oct 19, 2026Daoheng Li, Jianjun Qian*, Mengkai Yan +1Image Generation Physics-Informed Generative Modeling
Nanjing University of Science and Technology, Nanjing, Jiangsu, China · Hohai University, Nanjing, Jiangsu, China
Directionally Factorized Illumination with Spherical Harmonic Rotation
Oct 17, 2026Yimeng Dou, Adam M. Saunders, Andre T. S. Hucke +5Neural Rendering Multi-View Image Synthesis
Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA · Department of Computer Science, Vanderbilt University, Nashville, TN, USA · Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA +4
ESC: Escaping 2D Diffusion Ambiguity with Geometric Constraints for Consistent Novel View Synthesis
Oct 14, 2026Ge Ya Luo, Daniel Severo, Brian Karrer +3Novel View Synthesis Multi-View Image Synthesis
FAIR at Meta · Mila – Québec AI Institute · Université de Montréal +3
AIMS: Anchor-Integrated Multi-View Synthesis for Scalable Novel View Rendering
Oct 6, 2026JooHyun Park, HanYoung Jang, HyeongYeop KangMulti-View Feature Fusion Neural Rendering
Korea University · NCSOFT
NAMVIS: Next-Scale Autoregressive Multi-View Image Synthesis
Oct 3, 2026Ramil Khafizov, Ilya Statsenko, Ruslan Rakhimov +3Multi-View Image Synthesis Novel View Synthesis
Applied AI Institute · T-Tech · KAUST +1
M3GD: Multi-Modal Multi-View Geometric Diffusion for Camera--LiDAR Novel View Synthesis
Sep 24, 2026Yang Zhou, Jiuhong Xiao, Shizhao Ye +3Multi-View Image Synthesis Image Generation
New York University, New York, USA · Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA 94720, USA · U.S. Army Combat Capabilities Development Command, Army Research Laboratory, Adelphi, MD 20783, USA
UltraTex: Unleashing 2K Multi-View Diffusion for 3D Texturing
Sep 19, 2026Yibo Zhang, Ze Yuan, Nan Cao +4Multi-View Image Synthesis 3D Texture Generation
Jilin University, Changchun, China · Shanghai Innovation Institute, Shanghai, China · The University of Hong Kong, Hong Kong, China +3
Reflection-aware Generative Novel View Synthesis
Sep 4, 2026GeonU Kim, Shin Dong-Yeon, Tae-Hyun OhMulti-View Diffusion Models Novel View Synthesis
KAIST
An Evaluation Framework for Generating Multi-View Images of a Person in a Scene
Sep 4, 2026Mahir Majid, Young Kyung Kim, Guillermo SapiroMulti-View Image Synthesis Multi-View Consistency
Princeton University
Generalization over Memorization: Generalization-Aware Diffusion Adaptation for Single-Image Multi-View Synthesis
Aug 29, 2026Jie Li, Xingchen Zou, Yuxuan LiangMulti-View Image Synthesis Novel View Synthesis
Huazhong University of Science and Technology · The Hong Kong University of Science and Technology (Guangzhou)
Photorealistic Novel View Synthesis of Human Faces using Next-Scale Transformers
Aug 24, 2026Federico Stella, Fei Jiang, Zhongshi Jiang +4Novel View Synthesis Multi-View Image Synthesis
École polytechnique fédérale de Lausanne, Switzerland · Meta
GenRec: Knowing Where to Reconstruct and Where to Generate
Aug 18, 2026Ata Çelen, Jaewoo Jung, Federico Tombari +4Novel View Synthesis Multi-View Image Synthesis
ETH Zürich · KAIST · Google +1
SplatGuide: Geometric Priors from 3D Gaussians for Pose-Free Novel View Synthesis
Aug 17, 2026Yejun Zhang, Zihan Wang, Xu Ji +8Multi-View Diffusion Models Novel View Synthesis
Aalto University, Finland · Deep Render, UK · ELLIS Institute Finland +3
Pano2World: End-to-End 3D Generation via Unified Multi-View Sequences
Jul 1, 2026Zhenjia Li, Jinrang Jia, Yifeng ShiMulti-View Consistency 3D Gaussian Splatting
Ke Holdings Inc. Beijing, China
3DCarGen: Scalable 3D Car Generation via 3D-consistent Multi-view Synthesis
Jun 23, 2026Hongli Xiao, Youjian Zhang, Yaohui Jin +3Multi-View Image Synthesis 3D Asset Generation
Shanghai Jiao Tong University, China · Academy of Military Science, China · The University of Sydney, Australia +1
DVSM: Decoder-only View Synthesis Model Done Right
May 28, 2026Cheng Sun, Jaesung Choe, Min-Hung Chen +2Novel View Synthesis Multi-View Image Synthesis
NVIDIA · National Taiwan University
Hitem3D 2.0: Multi-View Guided Native 3D Texture Generation
Apr 10, 2026Huiang He, Shengchu Zhao, Jianwen Huang +7Multi-View Image Synthesis 3D Texture Generation
Math Magic · South China University of Technology
FrameCrafter: Novel View Synthesis as Video Completion
Apr 9, 2026Qi Wu, Khiem Vuong, Minsik Jeon +2Video Diffusion Models Novel View Synthesis
Carnegie Mellon University
Simultaneous Dual-View Mammogram Synthesis Using Denoising Diffusion Probabilistic Models
Apr 6, 2026Jorge Alberto Garza-Abdala, Gerardo A. Fumagal-González, Eduardo de Avila-Armenta +5Multi-View Image Synthesis Medical Image Synthesis
Tecnologico de Monterrey, School of Engineering and Sciences, Monterrey, Mexico · School of Engineering, Pontificia Universidad Católica de Chile, Santiago, Chile · Tecnologico de Monterrey, School of Medicine and Health Sciences, Monterrey, Mexico
Realiz3D: 3D Generation Made Photorealistic via Domain-Aware Learning
Mar 25, 2026Ido Sobol, Kihyuk Sohn, Yoav Blum +4Multi-View Image Synthesis Image Generation
Technion · Meta AI
HumanOrbit: 3D Human Reconstruction as 360° Orbit Generation
Feb 27, 2026Keito Suzuki, Kunyao Chen, Lei Wang +5Multi-View Image Synthesis 3D Human Reconstruction
University of California, San Diego · Qualcomm
BetterScene: 3D Scene Synthesis with Representation-Aligned Generative Model
Feb 26, 2026Yuci Han, Charles Toth, John E. Anderson +2Novel View Synthesis Multi-View Image Synthesis
Dept. of Electrical and Computer Engineering, The Ohio State University · USACE ERDC GRL
SemanticNVS: Improving Semantic Scene Understanding in Generative Novel View Synthesis
Feb 23, 2026Xinya Chen, Christopher Wewer, Jiahao Xie +2Novel View Synthesis Multi-View Image Synthesis
Max Planck Institute for Informatics, Saarland Informatics Campus, Germany
MeSS: City Mesh-Guided Outdoor Scene Generation with Cross-View Consistent Diffusion
Aug 21, 2025Xuyang Chen, Zhijun Zhai, Kaixuan Zhou +103D Scene Generation Multi-View Image Synthesis
Huawei Hilbert Research Center · Technical University of Munich, Munich, Germany · Wuhan University, Wuhan, China +1

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Wide View Synthesis from Overlapping Perspective Cameras in Autonomous Driving

Kaixuan Zhang, Zhipeng Xiong, Minxian Li, Mingwu Ren+1

Nanjing University of Science and Technology · University of Surrey

Multi-View Image Synthesis 3D Gaussian Splatting Autonomous Driving Autonomous Driving Benchmarks

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Multi-perspective-camera systems are widely adopted since they provide broad visual coverage for autonomous driving, motivating the synthesis of a unified wide view from spatially separated observations. In this work, we formulate wide view synthesis (WVS), which aims to synthesize a geometrically consistent wide view at a specified virtual viewpoint from multiple perspective cameras. Unlike conventional image stitching, WVS requires reasoning about 3D geometry and visibility to handle depth-dependent parallax and occlusions arising from spatially separated camera centers. While vanilla 3D Gaussian Splatting (3DGS) enables high-fidelity view synthesis, its reliance on per-scene optimization limits its applicability to driving scenes. Furthermore, WVS introduces additional challenges, e.g., peripheral stretching under perspective projection and photometric inconsistencies across cameras. To address these challenges, we propose Wide-View Gaussian Splatting (WV-GS), a feed-forward Gaussian-splatting framework that synthesizes wide views without per-scene optimization. Specifically, we introduce Piecewise Perspective Rendering (PPR) to mitigate peripheral stretching through local perspective projections sharing a common camera center, and Spatial Affine Photometric Modeling (SAPM) to account for camera-dependent photometric variations during training. We further introduce WideDrive, a synthetic benchmark providing dense ground-truth wide views and adapt a LiDAR-projected sparse-reference protocol to real-world datasets. Extensive experiments on multiple datasets demonstrate the effectiveness of WV-GS for WVS. Dataset and code will be publicly released.