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We propose a novel FCN able to work with omnidirectional images that outputs accurate probability maps representing the main structure of indoor scenes, which is able to generalize on different data.
Recognizing scene viewpoint using panoramic place representation
Xiao, J., Ehinger, K., Oliva, A., Torralba, A.: · 2012
Earlier work this paper cites.
Globally optimal line clustering and vanishing point estimation in manhattan world
Bazin, J.C., Seo, Y., Demonceaux, C., Vasseur, P., Ikeuchi, K., Kweon, I., Pollefeys, M.: · 2012
Earlier work this paper cites.
PanoContext: A whole-room 3D context model for panoramic scene understanding
Zhang, Y., Song, S., Tan, P., Xiao, J.: · 2014
Earlier work this paper cites.
Learning informative edge maps for indoor scene layout prediction
Mallya, A., Lazebnik, S.: · 2015
Earlier work this paper cites.
U-net: Convolutional networks for biomedical image segmentation
Ronneberger, O., Fischer, P., Brox, T.: · 2015
Earlier work this paper cites.
Flownet: Learning optical flow with convolutional networks
Dosovitskiy, A., Fischer, P., Ilg, E., Hausser, P., Hazirbas, C., Golkov, V., van der Smagt, P., Cremers, D., Brox, T.: · 2015
Cited alongside, same era.
Deep residual learning for image recognition
He, K., Zhang, X., Ren, S., Sun, J.: · 2016
Cited alongside, same era.
Perceptual losses for real-time style transfer and super-resolution
Johnson, J., Alahi, A., Fei-Fei, L.: · 2016
Cited alongside, same era.
Efficient 3d room shape recovery from a single panorama
Yang, H., Zhang, H.: · 2016
Cited alongside, same era.
Joint 2D-3D-Semantic Data for Indoor Scene Understanding
Armeni, I., Sax, A., Zamir, A.R., Savarese, S.: · 2017
Cited alongside, same era.
Zhao, H., Lu, M., Yao, A., Guo, Y., Chen, Y., Zhang, L.: · 2017
Later among the works it cites.
RoomNet: End-to-end room layout estimation
Lee, C., Badrinarayanan, V., Malisiewicz, T., Rabinovich, A.: · 2017
Later among the works it cites.
Layouts from panoramic images with geometry and deep learning
Fernandez-Labrador, C., Perez-Yus, A., Lopez-Nicolas, G., Guerrero, J.J.: · 2018
Closest in time.
Layoutnet: Reconstructing the 3d room layout from a single rgb image
Zou, C., Colburn, A., Shan, Q., Hoiem, D.: · 2018
Closest in time.
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