Overhead line insulator detection using SURF algorithm

• Autorzy: Osuchowski, J.
• Konferencja: Środowiskowe Warsztaty Doktorantów Politechniki Opolskiej (IX ; 24–26.05.2017; Opole-Pokrzywna)
• Języki publikacji: EN

Abstrakty

EN

In this article, a method for insulator detection is shown. For this purpose a SURF algorithm was used. Overhead line construction, characteristics and functions have also been presented. This paper also includes a comparison of SURF and SIFT algorithms. Key SURF features from reference insulator image ware match to scene features to locate the insulator. Moreover the MSAC method was employ for estimation of geometric transformation.

Słowa kluczowe

EN

insulator detection; SURF algorithm; overhead line

• Czasopismo: Zeszyty Naukowe. Elektryka / Politechnika Opolska
• Rocznik: 2017
• Tom: z. 75
• Strony: 61--63
• Opis fizyczny: Bibliogr. 4 poz., rys.

Twórcy

autor

Osuchowski, J.

• Faculty of Electrical Engineering, Automatic Control and Informatics Institute of Computer Science

Bibliografia

• [1] HAN S., HAO R., LEE J.: Inspection of insulators on high-voltage power transmission lines, IEEE Transactions On Power Delivery, Vol. 24, No. 4, pp. 2319–2327, 2009.
• [2] ANJUM S.: A Study of the Detection of Defects in Ceramic Insulators Based on Radio Frequency, pp. 1–87, 2014.
• [3] PATEL M.I., THAKAR V.K., SAH S.K.: Image Registration of Satellite Images with Varying Illumination Level Using HOG Descriptor Based SURF, Procedia Computer Science, Vol. 93, pp. 382–388, 2016.
• [4] VINAY A., VASUKI V., BHAT S., JAYANTH K.S., MURTHY K.N.B., NATARAJAN S.: Two Dimensionality Reduction Techniques for SURF Based Face Recognition, Procedia Computer Science, Vol. 85, pp. 241–248, 2016.

Uwagi

Opracowanie ze środków MNiSW w ramach umowy 812/P-DUN/2016 na działalność upowszechniającą naukę (zadania 2017).