[PDF] Top 20 Information-theoretic active contour model for microscopy image segmentation using texture
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Information-theoretic active contour model for microscopy image segmentation using texture
... Cauchy-Schwartz model detects cells in phase-contrast images using Gabor fea- ...geometric active contour and feature selection strategy were tested on real microscopy images displaying ... See full document
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Active Contour Segmentation using Level Sets
... nucleus segmentation of cervical cancer images is proposed in this ...geometric active contours and compares it with other established numerical ...Geometric active contour models are very ... See full document
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Retinal Vessel Segmentation using Infinite Perimeter Active Contour with Hybrid Information Model
... infinite active contour model that uses hybrid region information of the image which allows for better detection of small branching like structures than the other ...general ... See full document
5
Automated Vessel Segmentation Using Infinite Perimeter Active Contour Model with Hybrid Region Information with Application to Retinal Images
... vessel segmentation can be viewed as an imbalanced data classification problem, in which there are typically much fewer vessel pixels than the background ...the segmentation (or classification) performance ... See full document
11
Hybrid Medical Image Segmentation based on Fuzzy Global Minimization by Active Contour Model
... medical image segmentation approach is proposed based on a Global Minimization by active contour and spatial fuzzy clustering ...the active contour method is applied, this is ... See full document
6
Blood Vessel Feature Segmentation to Retinal images Based on Active Contour Model With Hybrid Region Information
... good segmentation performance, the proposed model takes the benefits of using distinct types of region ...proposed model performance by using first order parameters and also second ... See full document
5
Iris Segmentation using Geodesic Active Contour for Improved Texture Extraction in Recognition
... an image) is noticed in the neighborhood of the pupil, it is “inpainted” using the surrounding ...pupil segmentation is shown in the figure ... See full document
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Adaptive Exploration based Whale Optimization for Image Segmentation Based on Variable Parametric Error
... Abstract: Image segmentation is the process of splitting an image into numerous ...the image, which could be more significant and simpler to ...hybrid image segmentation ... See full document
10
Centerline Extraction for Image Segmentation Using Gradient and Direction Vector Flow Active Contours
... prior information and can be used for any ...GVF model on segmenting images with complex object shape, and can alleviate the requirement that the initial contour must be very close to the true object ... See full document
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Segmentation of pulmonary nodules using adaptive local region energy with probability density function-based similarity distance and multi-features clustering
... the model using local informa- tion commonly can obtain better performance than that of global statistic information in solving the segmentation problems of intensity inhomogeneity and zigzag ... See full document
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A new efficient active contour model without local initializations for salient object detection
... the image is very noisy, the isotropic smoothing Gaussian (used to compute the gradient module values) has to be strong, which will smooth the edges ...polarity information of the image ...or ... See full document
13
Lip segmentation using automatic selected initial contours based on localized active contour model
... method using two initial contours to segment lip ...initial contour. Before the initial contour is deter- mined, we did a set of preparatory ...by using a circle as initial contour to ... See full document
12
MR Brain Image Segmentation Using Region Based Active Contour Model
... Image segmentation is the process of partitioning a digital image into multiple ...the image segmentation is to simplify and/or change the representation of an image into ... See full document
6
Enhanced Geometric Active Contour Segmentation Model (ENGAC) For Medical Image Segmentation
... shape information was incorporated into a Geodesic Active Contour active contour model as an additional shape force to drive the embedding function to the likely exact ... See full document
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Active Contour based Document Image Segmentation and Restoration using Split Bregman and Edge Enhancement Diffusion
... the image will get smoothened, which will also smoothen away the edge ...done using non-linear diffusion and split Bergman technique and 2) how relevant portion of the image can be extracted ... See full document
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A Hybrid Image Compression Technique using Symmetric Wavelet for Multi Application Smart Card Application
... JPEG2000 alone, respectively. Coding gains of 77.5% and 86.5% are likewise obtained for an MRI image sequence. To solve problems in global optimization, Particle swarm optimization (PSO), is a very efficient tool. ... See full document
6
A Spectral Clustering Image Segmentation Algorithm Based on Nyström Approximation
... many image segmentation methods based on spectral clustering mainly focus on the combination of the spectral clustering and other clustering ...threshold segmentation method based on graph partition ... See full document
5
Active Contour without Edges vs GVF Active Contour for Accurate Pupil Segmentation
... GVF active contour and AIPF to refine the pupil ...steps: image denoising and enhancement, pupil center estimation, circular pupil localization and precise pupil contour ...named image ... See full document
12
Enhanced ROI (Region of Interest Algorithms) for Medical Image Compression
... original image is divided into rectangular and mask layers ...compression model proposed needs to separate the medical image into two regions, a two layer-based approach is used in this ...compound ... See full document
6
Cell Segmentation and Tracking in Microfluidic Platform
... as active cells, while the ones with smaller displacement between two consecutive frames are classified as lazy ...topology information of their identified ... See full document
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