%0 Conference Proceedings
%4 sid.inpe.br/sibgrapi/2016/08.19.18.53
%2 sid.inpe.br/sibgrapi/2016/08.19.18.53.59
%T Análise de técnicas de reconhecimento de componentes de linhas de transmissão de energia em imagens aéreas
%D 2016
%A Sohn, Odyr,
%A Z. Homma, Rafael,
%A C. Bose, Ricardo,
%@affiliation INERGE - Florianópolis, SC - odyrsohn@gmail.com
%@affiliation CELESC - Florinopolis, SC - rafaelZH@celesc.com.br
%@affiliation INERGE - Florianópolis, SC - ricardobose@gmail.com
%E Aliaga, Daniel G.,
%E Davis, Larry S.,
%E Farias, Ricardo C.,
%E Fernandes, Leandro A. F.,
%E Gibson, Stuart J.,
%E Giraldi, Gilson A.,
%E Gois, João Paulo,
%E Maciel, Anderson,
%E Menotti, David,
%E Miranda, Paulo A. V.,
%E Musse, Soraia,
%E Namikawa, Laercio,
%E Pamplona, Mauricio,
%E Papa, João Paulo,
%E Santos, Jefersson dos,
%E Schwartz, William Robson,
%E Thomaz, Carlos E.,
%B Conference on Graphics, Patterns and Images, 29 (SIBGRAPI)
%C São José dos Campos, SP, Brazil
%8 4-7 Oct. 2016
%I Sociedade Brasileira de Computação
%J Porto Alegre
%S Proceedings
%K Reconhecimento de Componentes de LTs, Tratamento de Imagens, Algoritmos, Linhas de Distribuição, Detecção de Isoladores.
%X This article presents an analysis of techniques and algorithms for recognition electricity transmission lines components in aerial images taken by aircraft Remotely Piloted (ARP). The goal is to elect techniques to easy programming in order to require little image processing knowledge of the technicians involved in system operation and future expansion. Literature review compared capabilities and characteristics of several recognition techniques used in this context, SURF+BoW+SVM techniques was chosen for testing considering their efficiency and simplicity. Although popular in many application areas, no results of these technics was found applied on electrical system components. The goal was to verify and ensure that this unique solution allowed recognizing different electrical components. Tests using real images acquired by ARP were efficient in recognizing the three types of components. The solution will allow building an efficient and robust system for recognition of transmission line components at the same time will add simplicity to the operation, upgrade and expansion of its recognition capability. The inspection of transmission networks based on ARPs is a global trend and this article aims to enrich the discussions and developments in the subject.
%@language pt
%3 Artigo.pdf