An improved stereo matching algorithm based on joint similarity measure and adaptive weights

X Lai, B Yang, B Ma, M Liu, Z Yin, L Yin, W Zheng - Applied Sciences, 2022 - mdpi.com
Stereo matching is the operation of obtaining the parallax value between two images by
matching all the corresponding image points in the two images, thus obtaining the dense …

Real-time stereo vision: Optimizing semi-global matching

M Michael, J Salmen, J Stallkamp… - 2013 IEEE Intelligent …, 2013 - ieeexplore.ieee.org
Semi-Global Matching (SGM) is arguably one of the most popular algorithms for real-time
stereo vision. It is already employed in mass production vehicles today. Thinking of …

SORT-SGM: Subpixel optimized real-time semiglobal matching for intelligent vehicles

CD Pantilie, S Nedevschi - IEEE Transactions on Vehicular …, 2012 - ieeexplore.ieee.org
The suitability of stereo algorithms for intelligent vehicle applications is conditioned by their
ability to compute dense accurate disparity maps in real time. In this paper, an original …

Sensors technologies for intelligent vehicles perception systems: A comparison between vision and 3D-LIDAR

A Broggi, P Grisleri, P Zani - 16th International IEEE …, 2013 - ieeexplore.ieee.org
3D laser based technology has gained in the past, with the DARPA challenges, a first player
place in the arena of sensing technologies for intelligent vehicles. Today, these devices are …

SGM-based dense disparity estimation using adaptive census transform

M Loghman, J Kim - … on Connected Vehicles and Expo (ICCVE), 2013 - ieeexplore.ieee.org
Generating an accurate and dense disparity image is one of the important requirements for
many applications such as 3D video and stereo vision-based advanced driver assistance …

A new machine vision method for target detection and localization of malleable iron pipes: An experimental case

Z Pan, D Zhang - Elektronika ir Elektrotechnika, 2022 - eejournal.ktu.lt
Malleable iron pipes are widely used in construction, manufacturing, aerospace, and many
other fields. Cast malleable iron pipes need to be treated flat to meet the needs of different …

A survey on stereo vision matching algorithms

X Zhang, Z Liu - Proceeding of the 11th World Congress on …, 2014 - ieeexplore.ieee.org
Stereo matching is an important research topic in the field of stereo vision. According to the
stereo matching information, stereo matching algorithms can be divided into local, global …

Evaluation of two stereo matchers on long real-world video sequences

BS Shin, D Caudillo, R Klette - Pattern Recognition, 2015 - Elsevier
The paper evaluates iterative semi-global matching (iSGM) and linear belief-propagation
matching (linBPM), both using a census data-cost function, which are two of the currently top …

Semi-global stereo correspondence processing with lossless image decomposition

JF Ren, M Goel, B Kisacanin - US Patent 8,897,546, 2014 - Google Patents
2. Description of the Related Art Objects at different depths in the scene of a stereoscopic
Video sequence will have different displacements, ie, dis parities, in left and right frames of …

Low complexity, hardware-efficient neighbor-guided sgm optical flow for low-power mobile vision applications

Z Li, J Xiang, L Gong, D Blaauw… - … on Circuits and …, 2018 - ieeexplore.ieee.org
Accurate, low-latency, and energy-efficient optical flow estimation is a fundamental kernel
function to enable several real-time vision applications on mobile platforms. This paper …