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Zillow indoor dataset: Annotated floor plans with 360deg panoramas and 3d room layouts
Abstract We present Zillow Indoor Dataset (ZInD): A large indoor dataset with 71,474
panoramas from 1,524 real unfurnished homes. ZInD provides annotations of 3D room …
panoramas from 1,524 real unfurnished homes. ZInD provides annotations of 3D room …
AtlantaNet: Inferring the 3D Indoor Layout from a Single Image Beyond the Manhattan World Assumption
We introduce a novel end-to-end approach to predict a 3D room layout from a single
panoramic image. Compared to recent state-of-the-art works, our method is not limited to …
panoramic image. Compared to recent state-of-the-art works, our method is not limited to …
Manhattan Room Layout Reconstruction from a Single Image: A Comparative Study of State-of-the-Art Methods
Recent approaches for predicting layouts from 360^ ∘∘ panoramas produce excellent
results. These approaches build on a common framework consisting of three steps: a pre …
results. These approaches build on a common framework consisting of three steps: a pre …
PanoContext-Former: Panoramic total scene understanding with a transformer
Panoramic images enable deeper understanding and more holistic perception of 360
surrounding environment which can naturally encode enriched scene context information …
surrounding environment which can naturally encode enriched scene context information …
3d manhattan room layout reconstruction from a single 360 image
Recent approaches for predicting layouts from 360 panoramas produce excellent results.
These approaches build on a common framework consisting of three steps: a pre …
These approaches build on a common framework consisting of three steps: a pre …
[HTML][HTML] Structure recovery from single omnidirectional image with distortion-aware learning
M Meng, Y Zhou, D Zuo, Z Li, Z Zhou - Journal of King Saud University …, 2024 - Elsevier
Recovering structures from images with 180∘ or 360∘ FoV is pivotal in computer vision and
computational photography, particularly for VR/AR/MR and autonomous robotics …
computational photography, particularly for VR/AR/MR and autonomous robotics …
Object Detection with YOLOv5 in Indoor Equirectangular Panoramas
S Pokuciński, D Mrozek - Procedia Computer Science, 2023 - Elsevier
With growing interest in indoor environment digitization and virtual tour creation, the
acquisition of spherical images is gaining importance. Today, these images can come from a …
acquisition of spherical images is gaining importance. Today, these images can come from a …
360RAT: A tool for annotating regions of interest in 360-degree videos
This paper introduces the software 360RAT as a tool for annotating regions of interest (RoIs)
in 360-degree videos. These regions represent the portions of the video content that are …
in 360-degree videos. These regions represent the portions of the video content that are …
A Large-Scale Indoor Layout Reconstruction and Localization System for Spatial-Aware Mobile AR Applications
KW Hsiao, JW Su, YC Hung, KW Chen… - … and Virtual Reality …, 2021 - ieeexplore.ieee.org
Augmented reality (AR) has renewed the perspective of how people see and process
information in daily life by blending the real world with rich and interactive virtual contents …
information in daily life by blending the real world with rich and interactive virtual contents …