Manhattan Room Layout Reconstruction from a Single $360^{\circ }$ Image: A Comparative Study of State-of-the-Art Methods

[1]  Min Sun,et al.  LayoutMP3D: Layout Annotation of Matterport3D , 2020, ArXiv.

[2]  Cheng Sun,et al.  HorizonNet: Learning Room Layout With 1D Representation and Pano Stretch Data Augmentation , 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

[3]  Peter Wonka,et al.  PanoAnnotator: a semi-automatic tool for indoor panorama layout annotation , 2018, SIGGRAPH ASIA Posters.

[4]  Peter Wonka,et al.  DuLa-Net: A Dual-Projection Network for Estimating Room Layouts From a Single RGB Panorama , 2018, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

[5]  Shi Jin,et al.  Automatic 3D Indoor Scene Modeling from Single Panorama , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

[6]  Yasutaka Furukawa,et al.  FloorNet: A Unified Framework for Floorplan Reconstruction from 3D Scans , 2018, ECCV.

[7]  Derek Hoiem,et al.  LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

[8]  Derek Hoiem,et al.  Complete 3D Scene Parsing from an RGBD Image , 2017, International Journal of Computer Vision.

[9]  Matthias Nießner,et al.  Matterport3D: Learning from RGB-D Data in Indoor Environments , 2017, 2017 International Conference on 3D Vision (3DV).

[10]  Li Zhang,et al.  Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[11]  Tomasz Malisiewicz,et al.  RoomNet: End-to-End Room Layout Estimation , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

[12]  Silvio Savarese,et al.  Joint 2D-3D-Semantic Data for Indoor Scene Understanding , 2017, ArXiv.

[13]  Yoshihiko Mochizuki,et al.  Room reconstruction from a single spherical image by higher-order energy minimization , 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

[14]  Björn Stenger,et al.  Pano2CAD: Room Layout from a Single Panorama Image , 2016, 2017 IEEE Winter Conference on Applications of Computer Vision (WACV).

[15]  C.-C. Jay Kuo,et al.  A Coarse-to-Fine Indoor Layout Estimation (CFILE) Method , 2016, ACCV.

[16]  Silvio Savarese,et al.  DeLay: Robust Spatial Layout Estimation for Cluttered Indoor Scenes , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[17]  Chen Liu,et al.  Layered Scene Decomposition via the Occlusion-CRF , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[18]  Hui Zhang,et al.  Efficient 3D Room Shape Recovery from a Single Panorama , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[19]  Enrico Gobbetti,et al.  Omnidirectional image capture on mobile devices for fast automatic generation of 2.5D indoor maps , 2016, 2016 IEEE Winter Conference on Applications of Computer Vision (WACV).

[20]  Jian Sun,et al.  Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[21]  Svetlana Lazebnik,et al.  Learning Informative Edge Maps for Indoor Scene Layout Prediction , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

[22]  N. Mitra,et al.  RAPter , 2015 .

[23]  A. Schwing,et al.  Supplementary Material for Paper : Rent 3 D : FloorPlan Priors for Monocular Layout Estimation , 2015 .

[24]  Thomas Brox,et al.  U-Net: Convolutional Networks for Biomedical Image Segmentation , 2015, MICCAI.

[25]  Jimmy Ba,et al.  Adam: A Method for Stochastic Optimization , 2014, ICLR.

[26]  Yinda Zhang,et al.  PanoContext: A Whole-Room 3D Context Model for Panoramic Scene Understanding , 2014, ECCV.

[27]  Ricardo Cabral,et al.  Piecewise Planar and Compact Floorplan Reconstruction from Images , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

[28]  Matthew Brand,et al.  Lifting 3D Manhattan Lines from a Single Image , 2013, 2013 IEEE International Conference on Computer Vision.

[29]  Jian Zhang,et al.  Estimating the 3D Layout of Indoor Scenes and Its Clutter from Depth Sensors , 2013, 2013 IEEE International Conference on Computer Vision.

[30]  Jaishanker K. Pillai,et al.  Manhattan Junction Catalogue for Spatial Reasoning of Indoor Scenes , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

[31]  Kobus Barnard,et al.  Understanding Bayesian Rooms Using Composite 3D Object Models , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

[32]  Song-Chun Zhu,et al.  Scene Parsing by Integrating Function, Geometry and Appearance Models , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

[33]  Raquel Urtasun,et al.  Efficient Exact Inference for 3D Indoor Scene Understanding , 2012, ECCV.

[34]  Daniel Fried,et al.  Bayesian geometric modeling of indoor scenes , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

[35]  Marc Pollefeys,et al.  Efficient structured prediction for 3D indoor scene understanding , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

[36]  Andrew W. Fitzgibbon,et al.  KinectFusion: Real-time dense surface mapping and tracking , 2011, 2011 10th IEEE International Symposium on Mixed and Augmented Reality.

[37]  Takeo Kanade,et al.  Estimating Spatial Layout of Rooms using Volumetric Reasoning about Objects and Surfaces , 2010, NIPS.

[38]  David A. Forsyth,et al.  Thinking Inside the Box: Using Appearance Models and Context Based on Room Geometry , 2010, ECCV.

[39]  Ian D. Reid,et al.  A Dynamic Programming Approach to Reconstructing Building Interiors , 2010, ECCV.

[40]  Rafael Grompone von Gioi,et al.  LSD: A Fast Line Segment Detector with a False Detection Control , 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[41]  Derek Hoiem,et al.  Recovering the spatial layout of cluttered rooms , 2009, 2009 IEEE 12th International Conference on Computer Vision.

[42]  T. Kanade,et al.  Geometric reasoning for single image structure recovery , 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

[43]  Alexei A. Efros,et al.  Recovering Surface Layout from an Image , 2007, International Journal of Computer Vision.

[44]  Honglak Lee,et al.  A Dynamic Bayesian Network Model for Autonomous 3D Reconstruction from a Single Indoor Image , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).

[45]  Alexei A. Efros,et al.  Geometric context from a single image , 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.

[46]  Alan L. Yuille,et al.  Manhattan World: compass direction from a single image by Bayesian inference , 1999, Proceedings of the Seventh IEEE International Conference on Computer Vision.

[47]  H. Robbins A Stochastic Approximation Method , 1951 .