Learning to fuse proposals from multiple scanline optimizations in semi-global matching

JL Schonberger, SN Sinha… - Proceedings of the …, 2018 - openaccess.thecvf.com
Abstract Semi-Global Matching (SGM) uses an aggregation scheme to combine costs from
multiple 1D scanline optimizations that tends to hurt its accuracy in difficult scenarios. We …

Differences between stereo and motion behaviour on synthetic and real-world stereo sequences

T Vaudrey, C Rabe, R Klette… - 2008 23rd International …, 2008 - ieeexplore.ieee.org
Performance evaluation of stereo or motion analysis techniques is commonly done either on
synthetic data where the ground truth can be calculated from ray-tracing principals, or on …

A review and evaluation of penalty functions for Semi-Global Matching

C Stentoumis, E Karkalou… - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
Multi-view matching presents significant advantages regarding accuracy, radiometric fidelity
or occlusion handling; however, the limitation of having only two available views remains …

Semi-global stereo matching with surface orientation priors

D Scharstein, T Taniai, SN Sinha - … International Conference on …, 2017 - ieeexplore.ieee.org
Semi-Global Matching (SGM) is a widely-used efficient stereo matching technique. It works
well for textured scenes, but fails on untextured slanted surfaces due to its fronto-parallel …

Design of interpolation functions for subpixel-accuracy stereo-vision systems

I Haller, S Nedevschi - IEEE Transactions on image processing, 2011 - ieeexplore.ieee.org
Traditionally, subpixel interpolation in stereo-vision systems was designed for the block-
matching algorithm. During the evaluation of different interpolation strategies, a strong …

[HTML][HTML] An edge-sense bidirectional pyramid network for stereo matching of vhr remote sensing images

R Tao, Y Xiang, H You - Remote Sensing, 2020 - mdpi.com
As an essential step in 3D reconstruction, stereo matching still faces unignorable problems
due to the high resolution and complex structures of remote sensing images. Especially in …

Real-time semi-global dense stereo solution with improved sub-pixel accuracy

I Haller, C Pantilie, F Oniga… - 2010 IEEE Intelligent …, 2010 - ieeexplore.ieee.org
In this work we focus on creating a real-time dense stereo reconstruction system with
accurate sub-pixel estimation. We selected the Semi-Global Matching method as the basis …

GPU optimization of the SGM stereo algorithm

I Haller, S Nedevschi - Proceedings of the 2010 IEEE 6th …, 2010 - ieeexplore.ieee.org
GPU hardware architectures have evolved into a suitable platform for the hardware
acceleration of complex computing tasks. Stereo vision is one such task where acceleration …

Assessment of dense image matchers for digital surface model generation using airborne and spaceborne images–an update

Y Han, R Qin, X Huang - The Photogrammetric Record, 2020 - Wiley Online Library
Digital surface model (DSM) generation is one of the fundamental issues in photogrammetry
and the mapping industry. This paper provides a comprehensive assessment of state‐of‐the …

Dense stereo matching with edge-constrained penalty tuning

TY Chuang, HW Ting, JJ Jaw - IEEE Geoscience and Remote …, 2018 - ieeexplore.ieee.org
Dense stereo matching has been an indispensable technique for 3-D exploitation of
imagery, in which semiglobal matching (SGM) is one of the outstanding approaches and has …