Machine learning based segmentation of retinal vessel

Machine learning based segmentation of retinal vessel

Segmentation of retinal vessel is very important part of diagnosis for eye diseases. Nowadays we have two methods to do the segmentation. They are unsupervised method and supervised method. The unsupervised method is using matched filter(MF),vessel tracking and deformable models. These approaches im...

Saved in:

書目詳細資料
主要作者:	Jin, Nante
其他作者:	Jiang Xudong
格式:	Final Year Project
語言:	English
出版:	2019
主題:	DRNTU::Engineering::Electrical and electronic engineering
在線閱讀:	http://hdl.handle.net/10356/78239
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Nanyang Technological University
語言:	English

相似書籍

Retinal vessel detection by machine learning
由: Liu, Wudi
出版: (2022)

Machine learning based retinal vessel detection
由: Li, Hongru
出版: (2021)

Retinal vessel segmentation for medical diagnosis
由: Khin Moet Moet Hlaing
出版: (2020)

A new hybrid algorithm for retinal vessels segmentation on fundus images
由: Dharmawan, Dhimas Arief, et al.
出版: (2019)

Automated retinal vessel detection
由: Zhang, Xinyi
出版: (2017)

Instance-Based Learning for Blood Vessel Segmentation in Retinal Images
由: Worapan Kusakunniran, et al.
出版: (2020)

Hybrid learning of vessel segmentation in retinal images
由: Worapan Kusakunniran, et al.
出版: (2022)

A modified dolph-chebyshev type ii function matched filter for retinal vessels segmentation
由: Dharmawan, Dhimas Arief, et al.
出版: (2018)

A new approach for sensitivity improvement of retinal blood vessel segmentation in high-resolution fundus images based on phase stretch transform
由: Firdausy, Kartika, et al.
出版: (2022)

Predict marine vessels’ trajectory with machine learning methods
由: Cho, Siqi
出版: (2017)

Retinal vessel segmentation based on neural network application
由: Tan, Chin Guan
出版: (2020)

Detection and tracking of retinal vessels in fundus image
由: Lam, Hwee Keong
出版: (2008)

Optical coherence tomography angiography for vessel segmentation
由: Zhang, Mengyuan
出版: (2023)

Nonlinear retinal image enhancement for vessel detection
由: Wang, Xiaohong, et al.
出版: (2019)

Design of machine learning based face recognition system
由: Yeo, Alvin Jin Kuang
出版: (2019)

Application of extreme learning machine with 3D image description for medical objects segmentation
由: Yang, Jing
出版: (2012)

Development of an ensemble of extreme learning machines for 3D medical object segmentation and classification
由: Tan, Zu Ming.
出版: (2012)

Learning machine learning
由: Teng, Jin Qi
出版: (2023)

Segmentation of retinal vessels using nonlinear projections
由: Zhang, Y., et al.
出版: (2013)

Voting based extreme learning machine
由: Cao, Jiuwen, et al.
出版: (2013)

Machine learning based characters recognition
由: Song, Tianyi
出版: (2018)

Tracing retinal vessel trees by transductive inference
由: De, Jaydeep, et al.
出版: (2014)

De-raining of image based on machine learning
由: Peng, Xiaohua
出版: (2019)

Machine learning based classification of recyclable materials
由: Huang, Danyi
出版: (2017)

Machine learning based Android malware detection
由: Huang, Hanlin
出版: (2018)

The unified extreme learning machines and discriminative random fields for automatic knee cartilage and meniscus segmentation from multi-contrast MR images
由: Zhang, Kunlei, et al.
出版: (2013)

Receding horizon cache and extreme learning machine based reinforcement learning
由: Shao, Zhifei, et al.
出版: (2013)

HYBRID METHOD BASED ON FILTERING AND CLUSTERING APPROACH FOR RETINAL VESSEL SEGMENTATION
由: Mushthafa, Fadhil

Extreme learning machine based fast object recognition
由: Xu, Jiantao, et al.
出版: (2014)

Content-based image retrieval with statistical machine learning.
由: Zhang, Lining.
出版: (2013)

Exchange rate prediction based on machine learning methods
由: Hong, Yuyue
出版: (2017)

Machine learning technicques for aspect based sentiment analysis
由: Chen, Haonan
出版: (2017)

Machine learning based data analytics for IoT devices
由: Xu, Hang
出版: (2017)

Power converter design for unmanned vessel
由: Yeap, Mark JIe Zhi
出版: (2019)

Optimal analysis for segmented flux switching machine in more electric engine
由: Tan, Yun Ann
出版: (2019)

ETF predication with machine learning algorithms
由: Jin, Ziyan
出版: (2022)

Capsnet and ensemble of deep learning for medical image segmentation
由: Nguyen, Xuan Phi
出版: (2019)

Machine learning for machine health monitoring in IoT
由: Chen, Wei Jie
出版: (2018)

EEG-based emotion recognition using machine learning techniques
由: Lan, Zirui
出版: (2018)

Android app representation for machine learning based malware detection
由: Zheng, Dunyuan
出版: (2018)