R3DS: Reality-Linked 3D Scenes for Panoramic Scene Understanding

Q Wu, S Raychaudhuri, D Ritchie, M Savva… - … on Computer Vision, 2024 - Springer
We introduce the Reality-linked 3D Scenes (R3DS) dataset of synthetic 3D scenes mirroring
the real-world scene arrangements from Matterport3D panoramas. Compared to prior work …

A Survey of Representation Learning, Optimization Strategies, and Applications for Omnidirectional Vision

H Ai, Z Cao, L Wang - arxiv preprint arxiv:2502.10444, 2025 - arxiv.org
Omnidirectional image (ODI) data is captured with a field-of-view of 360x180, which is much
wider than the pinhole cameras and captures richer surrounding environment details than …

PanSplat: 4K Panorama Synthesis with Feed-Forward Gaussian Splatting

C Zhang, H Xu, Q Wu, CC Gambardella… - arxiv preprint arxiv …, 2024 - arxiv.org
With the advent of portable 360 {\deg} cameras, panorama has gained significant attention
in applications like virtual reality (VR), virtual tours, robotics, and autonomous driving. As a …

Multi-task Geometric Estimation of Depth and Surface Normal from Monocular 360 {\deg} Images

K Huang, FL Zhang, F Zhang, YK Lai, P Rosin… - arxiv preprint arxiv …, 2024 - arxiv.org
Geometric estimation is required for scene understanding and analysis in panoramic 360
{\deg} images. Current methods usually predict a single feature, such as depth or surface …

Automatic 3D modeling and exploration of indoor structures from panoramic imagery

E Gobbetti, G Pintore, M Agus - SIGGRAPH Asia 2024 Courses, 2024 - dl.acm.org
Surround-view panoramic imaging delivers extensive spatial coverage and is widely
supported by professional and commodity capture devices. Research on inferring and …

[PDF][PDF] VISPI: Virtual Staging Pipeline for Single Indoor Panoramic Images

U Shah, S Jashari, M Tukur, G Pintore… - … Conference on Smart …, 2024 - diglib.eg.org
Taking a 360◦ image is the quickest and most cost-effective way to capture the entire
environment around the viewer in a form that can be directly exploited for creating immersive …

Data-driven depth and 3D architectural layout estimation of an interior environment from monocular panoramic input

EVA ALMANSA ARANEGA - 2024 - tesidottorato.depositolegale.it
Recent years have seen significant interest in the automatic 3D reconstruction of indoor
scenes, leading to a distinct and very-active sub-field within 3D reconstruction. The main …

[PDF][PDF] 버추얼 프로덕션을 위한 딥러닝 기반 2.5 D 에셋 생성 기술 연구

추해수, 진인환, 정성훈, 김정환, 공경보 - 방송공학회논문지, 2024 - ksbe-jbe.org
요 약본 논문은 기존의 3D 복원 알고리즘을 검토하여 이들의 한계를 확인하고, 2D 이미지 생성
및 편집 모델을 활용하여 3D 공간을 효율적으로 표현할 수 있는 개선된 2.5 D 데이터 생성 …