Review of stereo vision algorithms and their suitability for resource-limited systems

B Tippetts, DJ Lee, K Lillywhite, J Archibald - Journal of Real-Time Image …, 2016 - Springer
A significant amount of research in the field of stereo vision has been published in the past
decade. Considerable progress has been made in improving accuracy of results as well as …

Optical techniques for 3D surface reconstruction in computer-assisted laparoscopic surgery

L Maier-Hein, P Mountney, A Bartoli, H Elhawary… - Medical image …, 2013 - Elsevier
One of the main challenges for computer-assisted surgery (CAS) is to determine the intra-
operative morphology and motion of soft-tissues. This information is prerequisite to the …

Phasecam3d—learning phase masks for passive single view depth estimation

Y Wu, V Boominathan, H Chen… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
There is an increasing need for passive 3D scanning in many applications that have
stringent energy constraints. In this paper, we present an approach for single frame, single …

On building an accurate stereo matching system on graphics hardware

X Mei, X Sun, M Zhou, S Jiao, H Wang… - … on Computer Vision …, 2011 - ieeexplore.ieee.org
This paper presents a GPU-based stereo matching system with good performance in both
accuracy and speed. The matching cost volume is initialized with an AD-Census measure …

A constant-space belief propagation algorithm for stereo matching

Q Yang, L Wang, N Ahuja - 2010 IEEE Computer Society …, 2010 - ieeexplore.ieee.org
In this paper, we consider the problem of stereo matching using loopy belief propagation.
Unlike previous methods which focus on the original spatial resolution, we hierarchically …

Real-time spatiotemporal stereo matching using the dual-cross-bilateral grid

C Richardt, D Orr, I Davies, A Criminisi… - Computer Vision–ECCV …, 2010 - Springer
We introduce a real-time stereo matching technique based on a reformulation of Yoon and
Kweon's adaptive support weights algorithm [1]. Our implementation uses the bilateral grid …

A fast stereo matching algorithm suitable for embedded real-time systems

M Humenberger, C Zinner, M Weber… - Computer Vision and …, 2010 - Elsevier
In this paper, the challenge of fast stereo matching for embedded systems is tackled. Limited
resources, eg memory and processing power, and most importantly real-time capability on …

Real-time stereo matching on CUDA using an iterative refinement method for adaptive support-weight correspondences

J Kowalczuk, ET Psota, LC Perez - IEEE transactions on circuits …, 2012 - ieeexplore.ieee.org
High-quality real-time stereo matching has the potential to enable various computer vision
applications including semi-automated robotic surgery, teleimmersion, and 3-D video …

Continuous markov random fields for robust stereo estimation

K Yamaguchi, T Hazan, D McAllester… - Computer Vision–ECCV …, 2012 - Springer
In this paper we present a novel slanted-plane model which reasons jointly about occlusion
boundaries as well as depth. We formulate the problem as one of inference in a hybrid MRF …

A census-based stereo vision algorithm using modified semi-global matching and plane fitting to improve matching quality

M Humenberger, T Engelke… - 2010 IEEE Computer …, 2010 - ieeexplore.ieee.org
This paper introduces a new segmentation-based approach for disparity optimization in
stereo vision. The main contribution is a significant enhancement of the matching quality at …