most citedSPGen: Spherical Projection as Consistent and Flexible Representation for Single Image 3D Shape Generation

2 citations · 3 across the 3 of their papers we have counts for

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cs.CV2026

MTPano: Multi-Task Panoramic Scene Understanding via Label-Free Integration of Dense Prediction Priors

Jingdong Zhang, Xiaohang Zhan, Lingzhi Zhang +5

Comprehensive panoramic scene understanding is critical for immersive applications, yet it remains challenging due to the scarcity of high-resolution, multi-task annotations. While…

cs.CV2025

UniSER: A Foundation Model for Unified Soft Effects Removal

Jingdong Zhang, Lingzhi Zhang, Qing Liu +12

Digital images are often degraded by soft effects such as lens flare, haze, shadows, and reflections, which reduce aesthetics even though the underlying pixels remain partially vis…

cs.CV20252 cited

SPGen: Spherical Projection as Consistent and Flexible Representation for Single Image 3D Shape Generation

Jingdong Zhang, Weikai Chen, Yuan Liu +6

Existing single-view 3D generative models typically adopt multiview diffusion priors to reconstruct object surfaces, yet they remain prone to inter-view inconsistencies and are una…

cs.CV2025

Controllable 3D Outdoor Scene Generation via Scene Graphs

Yuheng Liu, Xinke Li, Yuning Zhang +6

Three-dimensional scene generation is crucial in computer vision, with applications spanning autonomous driving, gaming and the metaverse. Current methods either lack user control…

cs.CV2024

SolidGS: Consolidating Gaussian Surfel Splatting for Sparse-View Surface Reconstruction

Zhuowen Shen, Yuan Liu, Zhang Chen +9

Gaussian splatting has achieved impressive improvements for both novel-view synthesis and surface reconstruction from multi-view images. However, current methods still struggle to…

cs.CV20241 cited

AURORA: Automated Unleash of 3D Room Outlines for VR Applications

Huijun Han, Yongqing Liang, Yuanlong Zhou +3

Creating realistic VR experiences is challenging due to the labor-intensive process of accurately replicating real-world details into virtual scenes, highlighting the need for auto…