Cubeslam: Monocular 3-d object slam

S Yang, S Scherer - IEEE Transactions on Robotics, 2019 - ieeexplore.ieee.org
In this paper, we present a method for single image three-dimensional (3-D) cuboid object
detection and multiview object simultaneous localization and map** in both static and …

Sun rgb-d: A rgb-d scene understanding benchmark suite

S Song, SP Lichtenberg, J **ao - Proceedings of the IEEE …, 2015 - openaccess.thecvf.com
Although RGB-D sensors have enabled major breakthroughs for several vision tasks, such
as 3D reconstruction, we have not attained the same level of success in high-level scene …

Learning depth from single monocular images using deep convolutional neural fields

F Liu, C Shen, G Lin, I Reid - IEEE transactions on pattern …, 2015 - ieeexplore.ieee.org
In this article, we tackle the problem of depth estimation from single monocular images.
Compared with depth estimation using multiple images such as stereo depth perception …

Deep convolutional neural fields for depth estimation from a single image

F Liu, C Shen, G Lin - Proceedings of the IEEE conference on …, 2015 - cv-foundation.org
We consider the problem of depth estimation from a single monocular image in this work. It
is a challenging task as no reliable depth cues are available, eg, stereo correspondences …

Estimating depth from monocular images as classification using deep fully convolutional residual networks

Y Cao, Z Wu, C Shen - … on Circuits and Systems for Video …, 2017 - ieeexplore.ieee.org
Depth estimation from single monocular images is a key component in scene
understanding. Most existing algorithms formulate depth estimation as a regression problem …

Indoor segmentation and support inference from rgbd images

N Silberman, D Hoiem, P Kohli, R Fergus - Computer Vision–ECCV 2012 …, 2012 - Springer
We present an approach to interpret the major surfaces, objects, and support relations of an
indoor scene from an RGBD image. Most existing work ignores physical interactions or is …

Layoutnet: Reconstructing the 3d room layout from a single rgb image

C Zou, A Colburn, Q Shan… - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
We propose an algorithm to predict room layout from a single image that generalizes across
panoramas and perspective images, cuboid layouts and more general layouts (eg" L"-shape …

[PDF][PDF] Voting for voting in online point cloud object detection.

DZ Wang, I Posner - Robotics: science and systems, 2015 - roboticsproceedings.org
This paper proposes an efficient and effective scheme to applying the sliding window
approach popular in computer vision to 3D data. Specifically, the sparse nature of the …

Learning depth from single images with deep neural network embedding focal length

L He, G Wang, Z Hu - IEEE Transactions on Image Processing, 2018 - ieeexplore.ieee.org
Learning depth from a single image, as an important issue in scene understanding, has
attracted a lot of attention in the past decade. The accuracy of the depth estimation has been …

Discrete-continuous depth estimation from a single image

M Liu, M Salzmann, X He - … of the IEEE conference on computer …, 2014 - cv-foundation.org
In this paper, we tackle the problem of estimating the depth of a scene from a single image.
This is a challenging task, since a single image on its own does not provide any depth cue …