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Academic Report by doctoral Bet365 betting website Candidate Du Jingyu

Source: Click: Time: January 06, 2022 14:42

Report title:An ensemble feature based method for Bet365 betting website of retinal microaneurysms (A retinal microaneurysm Bet365 betting website method based on integrated features)

Reporter: Du Jingyu

Report time:2022Year1month7 Afternoon1500

Report location: Bet365 betting website Computer Building206Conference Room

Report Summary:Diabetic retinopathy (DR) is one of the serious complications of diabetes,It is a progressive eye disease,Can cause blindness。Bet365 betting website (MA)YesDRThe earliest clinical manifestation, its Bet365 betting website is useful forDRPrevention and control are crucial.MASmall size on fundus Bet365 betting website,Weak contrast with the background area,To achieve fundus Bet365 betting website orientedMAAccurate Bet365 betting website is extremely challenging。We propose an integrated feature based on multi-feature fusionMABet365 betting website method。This method first uses traditional image processing methods to enhanceMAContrast with surrounding area,Then extract as much as possible and include everything through minimum extreme value positioning and block filteringMA'sMACandidate,And filter out most irrelevant background areas。Subsequently,Utilize the proposed cross-sectional profile analysis、Local cross-section profile transformation、Image grayscale and gradient、Edge Bet365 betting website、Pairs of five types of integrated features and classification algorithms including local saliency analysisMAClassification of candidate areas to achieveMA. The proposed Bet365 betting website is ine-ophtha-MADiaretDB1ANDROCGood Bet365 betting website performance has been achieved on three public databases,Comparable to current state-of-the-art methods。

About the speaker:Du Jingyu, Bet365 betting website17Ph.D. in Computer Science and Technology。The main research directions during the doctoral period include machine vision、Digital image processing、Medical image processing and intelligent analysis。Mainly using digital image processing technology、Machine learning and deep learning technology,Combined with computer intelligence analysis,Realizing focus Bet365 betting website and auxiliary diagnosis of related diseases。

Bet365 betting website: Du Jingyu Bet365 betting website number:15874039232 Bet365 betting website email:Jingyudu@csu.edu.cn

Address: Information Building of Bet365 betting website, Yuelu District, Changsha City, Hunan Province Contact: 0731-88836659

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