Efficient small-scale network for room layout estimation

3D layout estimation via weakly supervised learning of plane parameters from 2D segmentation

W Zhang, Y Zhang, R Song, Y Liu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The task of 3D layout estimation in an indoor scene is to predict the holistic 3D structural
information of the scene from an RGB image. It is costly to obtain the ground truth 3D layout …
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C2P-Net: Comprehensive Depth Map to Planar Depth Conversion for Room Layout Estimation

W Zhang, M Zhou, J Cheng, Y Liu… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Room layout estimation seeks to infer the overall spatial configuration of indoor scenes
using perspective or panoramic images. As the layout is determined by the dominant indoor …
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Room Layout Estimation by Learning Depth Maps of Planes from 2D Layout Labels

W Zhang, Y Liu - … on Mechatronics and Machine Vision in …, 2021 - ieeexplore.ieee.org
Room layout estimation is a basic mission in understanding the indoor scene and has a
wide range of applications. Specifically, the task of room layout estimation is to segment an …
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