FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3003307281> ?p ?o ?g. }

• W3003307281 endingPage "13" @default.
• W3003307281 startingPage "1" @default.
• W3003307281 abstract "Potholes are the most common form of distress on cement concrete pavements, which can compromise pavement safety and ridability. Thus, timely and accurate pothole detection is an important task in developing proper maintenance strategies and ensuring driving safety. This paper proposes a method of integrating the processing of grayscale and texture features. This method mainly combines industrial camera to realize rapid and accurate detection of pothole. Image processing techniques including texture filters, image grayscale, morphology, and extraction of the maximum connected domain are used synergistically to extract useful features from digital images. A machine learning model based on the library for support vector machine (LIBSVM) is constructed to distinguish potholes from longitudinal cracks, transverse cracks, and complex cracks. The method is validated using data collected from agricultural and pastoral areas of Inner Mongolia, China. The comprehensive experiments for recognition of potholes show that the recall, precision, and F1-Score achieved are 100%, 97.4%, and 98.7%, respectively. In addition, the overlap rate between the extracted pothole region and the original image is estimated. Images with an overlap rate greater than 90% accounted for 76.8% of the total image, and images with an overlap rate greater than 80% accounted for 94% of the total image. A comparison discloses that the proposed approach is superior to the existing method not only from the perspective of the accuracy of pothole detection but also from the perspective of the segmentation effect and processing efficiency." @default.
• W3003307281 created "2020-02-07" @default.
• W3003307281 creator A5024920839 @default.
• W3003307281 creator A5041846568 @default.
• W3003307281 creator A5056101043 @default.
• W3003307281 creator A5071571999 @default.
• W3003307281 date "2020-01-28" @default.
• W3003307281 modified "2023-10-11" @default.
• W3003307281 title "Detection and Segmentation of Cement Concrete Pavement Pothole Based on Image Processing Technology" @default.
• W3003307281 cites W13034104 @default.
• W3003307281 cites W1644863801 @default.
• W3003307281 cites W1652775531 @default.
• W3003307281 cites W2012908927 @default.
• W3003307281 cites W2019496031 @default.
• W3003307281 cites W2021555889 @default.
• W3003307281 cites W2037325199 @default.
• W3003307281 cites W2044465660 @default.
• W3003307281 cites W2051888663 @default.
• W3003307281 cites W2069182664 @default.
• W3003307281 cites W2075631365 @default.
• W3003307281 cites W2099531274 @default.
• W3003307281 cites W2133059825 @default.
• W3003307281 cites W2134101471 @default.
• W3003307281 cites W2145323086 @default.
• W3003307281 cites W2153635508 @default.
• W3003307281 cites W2193961095 @default.
• W3003307281 cites W2201079377 @default.
• W3003307281 cites W2291522392 @default.
• W3003307281 cites W2341081394 @default.
• W3003307281 cites W2508695265 @default.
• W3003307281 cites W2520959394 @default.
• W3003307281 cites W2521940645 @default.
• W3003307281 cites W2526166515 @default.
• W3003307281 cites W2537046988 @default.
• W3003307281 cites W2589774830 @default.
• W3003307281 cites W2592426749 @default.
• W3003307281 cites W2748746495 @default.
• W3003307281 cites W2769531541 @default.
• W3003307281 cites W2769644921 @default.
• W3003307281 cites W2799323087 @default.
• W3003307281 cites W2806229851 @default.
• W3003307281 cites W2856215003 @default.
• W3003307281 cites W2889992416 @default.
• W3003307281 cites W2891534395 @default.
• W3003307281 cites W2896496331 @default.
• W3003307281 cites W2899001705 @default.
• W3003307281 cites W2951940080 @default.
• W3003307281 cites W640636360 @default.
• W3003307281 doi "https://doi.org/10.1155/2020/1360832" @default.
• W3003307281 hasPublicationYear "2020" @default.
• W3003307281 type Work @default.
• W3003307281 sameAs 3003307281 @default.
• W3003307281 citedByCount "10" @default.
• W3003307281 countsByYear W30033072812020 @default.
• W3003307281 countsByYear W30033072812021 @default.
• W3003307281 countsByYear W30033072812022 @default.
• W3003307281 countsByYear W30033072812023 @default.
• W3003307281 crossrefType "journal-article" @default.
• W3003307281 hasAuthorship W3003307281A5024920839 @default.
• W3003307281 hasAuthorship W3003307281A5041846568 @default.
• W3003307281 hasAuthorship W3003307281A5056101043 @default.
• W3003307281 hasAuthorship W3003307281A5071571999 @default.
• W3003307281 hasBestOaLocation W30033072811 @default.
• W3003307281 hasConcept C104317675 @default.
• W3003307281 hasConcept C115961682 @default.
• W3003307281 hasConcept C124504099 @default.
• W3003307281 hasConcept C127313418 @default.
• W3003307281 hasConcept C153180895 @default.
• W3003307281 hasConcept C154945302 @default.
• W3003307281 hasConcept C2776023743 @default.
• W3003307281 hasConcept C31972630 @default.
• W3003307281 hasConcept C41008148 @default.
• W3003307281 hasConcept C5900021 @default.
• W3003307281 hasConcept C78201319 @default.
• W3003307281 hasConcept C89600930 @default.
• W3003307281 hasConcept C9417928 @default.
• W3003307281 hasConceptScore W3003307281C104317675 @default.
• W3003307281 hasConceptScore W3003307281C115961682 @default.
• W3003307281 hasConceptScore W3003307281C124504099 @default.
• W3003307281 hasConceptScore W3003307281C127313418 @default.
• W3003307281 hasConceptScore W3003307281C153180895 @default.
• W3003307281 hasConceptScore W3003307281C154945302 @default.
• W3003307281 hasConceptScore W3003307281C2776023743 @default.
• W3003307281 hasConceptScore W3003307281C31972630 @default.
• W3003307281 hasConceptScore W3003307281C41008148 @default.
• W3003307281 hasConceptScore W3003307281C5900021 @default.
• W3003307281 hasConceptScore W3003307281C78201319 @default.
• W3003307281 hasConceptScore W3003307281C89600930 @default.
• W3003307281 hasConceptScore W3003307281C9417928 @default.
• W3003307281 hasFunder F4320321001 @default.
• W3003307281 hasLocation W30033072811 @default.
• W3003307281 hasOpenAccess W3003307281 @default.
• W3003307281 hasPrimaryLocation W30033072811 @default.
• W3003307281 hasRelatedWork W1970920482 @default.
• W3003307281 hasRelatedWork W2060518359 @default.
• W3003307281 hasRelatedWork W2147943677 @default.
• W3003307281 hasRelatedWork W2517104666 @default.
• W3003307281 hasRelatedWork W2593407077 @default.

• next