A review of medical image segmentation algorithms

KKD Ramesh, GK Kumar, K Swapna… - … on Pervasive Health …, 2021 - publications.eai.eu
… some range as per the preset criteria upon which images are … The choice of the seed point
and the similarity criteria reflects … It views the image as a topographic surface. The idea is that …

Image segmentation evaluation: a survey of methods

Z Wang, E Wang, Y Zhu - Artificial Intelligence Review, 2020 - Springer
… unique criteria to assess the quality of the segmented image. … image processing, image
segmentation has a wide range of … image segmentation quality assessment is Surface Distance(…

Nature-inspired optimization algorithms and their application in multi-thresholding image segmentation

KG Dhal, A Das, S Ray, J Gálvez, S Das - … of Computational Methods in …, 2020 - Springer
… search procedure, which forms complex surfaces [175]. As … 8-bit image L = 256 and the gray
levels lie within the range [0… Otsu criterion for gray level and brain MRI image segmentation

Career selection of students using hybridized distance measure based on picture fuzzy set and rough set theory

R Sahu, SR Dash, S Das - Decision Making: Applications in …, 2021 - dmame-journal.org
… the distance measure between PFS with similarity and dissimilarity which are useful for image
segmentation… different options and criteria. First, we have used picture fuzzy set and hybrid …

Unsupervised color image segmentation: A case of RGB histogram based K-means clustering initialization

S Basar, M Ali, G Ochoa-Ruiz, M Zareei, A Waheed… - Plos one, 2020 - journals.plos.org
… some certain pre-selected criterion about distance [22, 23]. According to the clustering
criterion, the inter-cluster dissimilarity is increased while the intra-cluster distance is reduced [24]. …

A comprehensive survey of image segmentation: clustering methods, performance parameters, and benchmark datasets

H Mittal, AC Pandey, M Saraswat, S Kumar… - Multimedia Tools and …, 2022 - Springer
… extracted from an image that can range from finding objects … the pixels, that are satisfying a
criterion, are grouped into a cluster … tens of thousands of segmented surfaces. The dataset is …

[PDF][PDF] Image segmentation methods based on superpixel techniques: A survey

A Ibrahim, ESM El-kenawy - Journal of Computer Science and …, 2020 - researchgate.net
… demand for image processing in a wide range of applications … surface of objects in
natural-scene; have serious effect on … The normalized cut criterion developed by Malik and Shi [32] …

Remote sensing image segmentation advances: A meta-analysis

I Kotaridis, M Lazaridou - ISPRS Journal of Photogrammetry and Remote …, 2021 - Elsevier
… algorithms are based on three fundamental criteria to cluster … imagery into distinct earth
surface regions and produce a … to provide a range of segmentation parameters' values for the …

Rotation estimation and segmentation for patterned image vision inspection

C Oh, H Kim, H Cho - Electronics, 2021 - mdpi.com
… , segmentation criteria critically affect the segmentation and … The separation distance value
for SRPC area distinction is … This study compared the image segmentation performance …

Individual tree crown segmentation from airborne LiDAR data using a novel Gaussian filter and energy function minimization-based approach

T Yun, K Jiang, G Li, MP Eichhorn, J Fan, F Liu… - Remote Sensing of …, 2021 - Elsevier
… CHM) and combine image processing or the computer vision … and using a distance threshold
to guide crown segmentation … neighbour cells and an evaluation criterion is not available for …