Efficient binary descriptor-based implementation of fuzzy image registration algorithms on LabVIEW

Lati, Abdelhai; Belhocine, Mahmoud; Chaa, Mourad; Achour, Nouara

doi:10.1117/1.jei.30.5.053023

Cited by 1 publication

(1 citation statement)

References 0 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…e traditional LBP algorithm has rotation invariance. To make the traditional LBP algorithm have the ability to highlight the direction feature, this paper improves it and proposes ILBP algorithm [16]. LBP operator within the neighborhood center pixel (radius 3 tiles) to be encoded in binary order and weak rock tunnel in the image reflects the main texture features, analysis of the texture to a current, which can identify the stability of the weak rock tunnel in order to highlight its texture feature, the direction of pixels to adjust the weights of operator.…”

Section: Ilbp Algorithmmentioning

confidence: 99%

Image Recognition about Stability of Soft Surrounding Rock in Tunnel Based on ILBP Algorithm

Lang

Gao

Jia

et al. 2022

Security and Communication Networks

View full text Add to dashboard Cite

With China’s fast expansion of urban traffic and railway engineering, a great number of subway and railway lines have been erected in subterranean tunnels in recent years. When the tunnel is in the process of construction, it will encounter the weak fracture zone, and the surrounding rock of this part of the tunnel is often poor stability and deformation is difficult to control, which will lead to the smooth progress of the project, delay and other problems. Therefore, to facilitate the timely treatment of tunnel soft surrounding rock, the study of image recognition of its stability is particularly important. Based on this, an improved local binary mode algorithm (ILBP) is proposed in this paper. By adjusting the weight of binary polynomial in local binary mode (LBP) operator, the target of ILBP is to extract the characteristics of weak surrounding rock of tunnel at a specific location, hoping to provide reference for the follow-up study of tunnel engineering.

show abstract

Section: Ilbp Algorithmmentioning

confidence: 99%