Defect detection on videos using neural network

In this paper, we consider a method for defects detection in a video sequence, which consists of three main steps; frame compensation, preprocessing by a detector, which is base on the ranking of pixel values, and the classification of all pixels having anomalous values using convolutional neural ne...

Full description

Bibliographic Details
Main Authors: Sizyakin Roman, Gapon Nikolay, Shraifel Igor, Tokareva Svetlana, Bezuglov Dmitriy
Format: Article
Language:English
Published: EDP Sciences 2017-01-01
Series:MATEC Web of Conferences
Online Access:https://doi.org/10.1051/matecconf/201713205014