Supervised vessel segmentation with minimal features

QR Code

Supervised vessel segmentation with minimal features

Current state-of-the art supervised vessel segmentation methods require large number of feature vectors to construct a good model. In this paper, we propose a framework to optimally search for optimal features as inputs to Artificial Neural Network (ANN) trained by Scaled Conjugate Gradient (SCG). S...

Full description

Bibliographic Details
Main Authors:	Che Azemin, Mohd Zulfaezal, Mohd Tamrin, Mohd Izzuddin
Format:	Proceeding Paper
Language:	English
Published:	2014
Subjects:	RE Ophthalmology TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices TK7885 Computer engineering
Online Access:	http://irep.iium.edu.my/42183/ http://irep.iium.edu.my/42183/4/su.pdf

Similar Items

Supervised retinal vessel segmentation based on neural network using broader aging dataset
by: Che Azemin, Mohd Zulfaezal, et al.
Published: (2014)

Validation of low-cost eye tracking setup for smooth pursuit application
by: Che Azemin, Mohd Zulfaezal, et al.
Published: (2014)

Loss of calibre information during vessel segmentation
by: Che Azemin, Mohd Zulfaezal, et al.
Published: (2012)

Fibrovascular redness grading using Gaussian process regression with radial basis function kernel
by: Che Azemin, Mohd Zulfaezal, et al.
Published: (2014)

Minimal training time in supervised retinal vessel segmentation
by: Che Azemin, Mohd Zulfaezal
Published: (2014)

An efficient technique for retinal vessel segmentation and denoising using modified isodata and CLAHE
by: Khan, Khan Bahadarkhan, et al.
Published: (2016)

Short term effect of virtual reality on eye accommodative ability
by: Mukhtar, Mohd Syarifuddin, et al.
Published: (2020)

Short term effect of virtual reality headset on blink rate and inter-blink interval
by: Zaini, Nurul Hafizah, et al.
Published: (2020)

Short term effect of virtual reality on tear film stability and ocular discomfort
by: Sidik Ahmad, Mohamad Syarifuddin, et al.
Published: (2020)

Characterizing protection ability of blue blocking lenses using k-means clustering
by: Che Azemin, Mohd Zulfaezal, et al.
Published: (2020)

Automated inferior tear meniscus height measurement in a sequence of video
by: Che Azemin, Mohd Zulfaezal, et al.
Published: (2012)

Assessing the effect of learning with eye-fixation complexity analysis
by: Che Azemin, Mohd Zulfaezal, et al.
Published: (2019)

An overview of retinal blood vessels segmentation
by: Jusoh , Fatimatufaridah, et al.
Published: (2016)

Box-counting fractal dimension algorithm variations on retina images
by: Che Azemin, Mohd Zulfaezal, et al.
Published: (2016)

Age-related rarefaction in retinal vasculature is not linear
by: Che Azemin, Mohd Zulfaezal, et al.
Published: (2013)

Bringing order in segments for a robust network in mobile services
by: Muhyiddeen, Abdulfattah, et al.
Published: (2015)

A flow-based mobility architecture in multihomed nemo to minimize registration delay
by: Islam, Shayla, et al.
Published: (2015)

A survey on video segmentation for real-time applications
by: Maarif, Haris Al Qodri, et al.
Published: (2011)

Efficient cache replacement policy for minimizing error rate in L2-STT-MRAM caches
by: Olanrewaju, Rashidah Funke, et al.
Published: (2018)

Mathematical snalysis of blood vessels segmentation based on three retinal images datasets
by: Bilal, Sara Mohammed Osman Saleh, et al.
Published: (2014)

Estimating retinal vessel diameter change from the vessel cross-section
by: Che Azemin, Mohd Zulfaezal, et al.
Published: (2011)

Recognizing faces with normalized local Gabor features and Spiking Neuron Patterns
by: Kamaruzaman, Fadhlan, et al.
Published: (2016)

Feature extraction: hand shape, hand position and hand trajectory path
by: Bilal, Sara Mohammed Osman Saleh, et al.
Published: (2011)

Analysis of geometrical features of e-shaped core Μ-coil fluxgate magnetometer
by: Mohammed Thameemul Ansari , M. H., et al.
Published: (2015)

SCCN: a cost effective hierarchical interconnection network for network-on-chip
by: N. M. Ali, Mohammed, et al.
Published: (2016)

Decision tree ensemble construction incorporating feature values modification and random subspace method
by: Akhand, M. A. H, et al.
Published: (2014)

A hasty approach to ECG person identification
by: Wali, Tuerxun, et al.
Published: (2016)

Performance evaluation of scenerio-aware protocol for producer mobility support in NDN
by: Ahmed, Muhammed Zaharadeen, et al.
Published: (2019)

Simulation of handoff algorithm for NDN producer’s mobility
by: Ahmed, Muhammed Zaharadeen, et al.
Published: (2020)

Wide range modulation indexes featuring carrier-based PWM stepped waveform for half-bridge modular multilevel converters
by: Tohtayong, Majdee, et al.
Published: (2018)

Distortion-Free Digital Watermarking for Medical Images (Fundus) using Complex- Valued Neural Network
by: Khalifa, Othman Omran, et al.
Published: (2015)

A study on performance evaluation of conventional cache replacement algorithms: A review
by: Olanrewaju, Rashidah Funke, et al.
Published: (2017)

A laser pointer communicating toy
by: Baharudin, Ain Najihah, et al.
Published: (2018)

Power analysis with variable traffic loads for next generation interconnection networks
by: Faisal, Faiz Al, et al.
Published: (2016)

Performance comparison of (Diff-FH NEMO) scheme in IPv6-based network mobility
by: Hussein, Loay F., et al.
Published: (2016)

A new power efficient high performance interconnection network for many-core processors
by: Al Faisal, Faiz, et al.
Published: (2017)

Convolutional neural network based handwritten Bengali and Bengali-English mixed numeral recognition
by: Akhand, M. A. H, et al.
Published: (2016)

A novel multilevel DC - AC converter from green energy power generators using step-square waving and PWM technique
by: Fajingbesi, Fawwaz Eniola, et al.
Published: (2017)

Development of portable digital spirometer using NI sbRIO
by: Ibrahim, Siti Noorjannah, et al.
Published: (2018)

Overview on fingerprinting authentication technology
by: Sulaiman, Nadzril, et al.
Published: (2020)