title: Analysis of pre-processing and augmentation of images for anomaly detection in fluorographic examination
metadata.name: dc.contributor.advisor
metadata.value: Ронжин Александр Леонидович
metadata.lang: ru_RU
metadata.name: dc.contributor.author
metadata.value: Бабкин Иван Алексеевич
metadata.lang: ru_RU
metadata.name: dc.contributor.author
metadata.value: Babkin Ivan
metadata.lang: en_GB
metadata.name: dc.contributor.editor
metadata.value: Салищев Сергей Игоревич
metadata.lang: ru_RU
metadata.name: dc.contributor.editor
metadata.value: Salishchev Sergei Igorevich
metadata.lang: en_GB
metadata.name: dc.date.accessioned
metadata.value: 2018-07-26T15:26:22Z
metadata.lang: -
metadata.name: dc.date.available
metadata.value: 2018-07-26T15:26:22Z
metadata.lang: -
metadata.name: dc.date.issued
metadata.value: 2018
metadata.name: dc.identifier.other
metadata.value: 039952
metadata.lang: en_GB
metadata.name: dc.identifier.uri
metadata.value: http://hdl.handle.net/11701/13586
metadata.lang: -
metadata.name: dc.description.abstract
metadata.value: В данной работе представлено решение задачи поиска аномалий по предобработанным флюорографическим снимкам. В качестве предобработки выполнено выделение границ легких. Далее были обучены сверточный автоэнкодер для выделения ключевых точек на изображении и SVM для классификации.
metadata.lang: ru_RU
metadata.name: dc.description.abstract
metadata.value: In this paper I present a solution to the problem of finding anomalies in pre-processed fluorographic images. As a pre-treatment, the separation of the lungs edge is performed. Next, a convolutional autoencoder was trained to extract key points on the image and SVM for classification.
metadata.lang: en_GB
metadata.name: dc.language.iso
metadata.value: ru
metadata.name: dc.subject
metadata.value: флюoрография
metadata.lang: ru_RU
metadata.name: dc.subject
metadata.value: опeратор Сoбеля
metadata.lang: ru_RU
metadata.name: dc.subject
metadata.value: свертoчный автoэнкодер
metadata.lang: ru_RU
metadata.name: dc.subject
metadata.value: выдeление контурoв
metadata.lang: ru_RU
metadata.name: dc.subject
metadata.value: fluorоgraphy
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: Sоbel operator
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: cоnvolutional autоencoder
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: image prе-processing
metadata.lang: en_GB
metadata.name: dc.title
metadata.value: Analysis of pre-processing and augmentation of images for anomaly detection in fluorographic examination
metadata.lang: en_GB
metadata.name: dc.title.alternative
metadata.value: Анализ предобработки и аугментации изображений для поиска аномалий при флюорографическом исследовании
metadata.lang: ru_RU
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