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Texture classification and segmentation using wavelet packet frame and Gaussian mixture model
SC Kim, TJ Kang - Pattern recognition, 2007 - Elsevier
In this paper, we propose a scheme for texture classification and segmentation. The
methodology involves an extraction of texture features using the wavelet packet frame …
methodology involves an extraction of texture features using the wavelet packet frame …
Method and system of 3D reconstruction with volume-based filtering for image processing
B Lucas, RB Brufau - US Patent 10,867,430, 2020 - Google Patents
US10867430B2 - Method and system of 3D reconstruction with volume-based filtering for
image processing - Google Patents US10867430B2 - Method and system of 3D …
image processing - Google Patents US10867430B2 - Method and system of 3D …
Robust spatially constrained fuzzy c-means algorithm for brain MR image segmentation
Objective Accurate brain tissue segmentation from magnetic resonance (MR) images is an
essential step in quantitative brain image analysis, and hence has attracted extensive …
essential step in quantitative brain image analysis, and hence has attracted extensive …
Fuzzy local Gaussian mixture model for brain MR image segmentation
Accurate brain tissue segmentation from magnetic resonance (MR) images is an essential
step in quantitative brain image analysis. However, due to the existence of noise and …
step in quantitative brain image analysis. However, due to the existence of noise and …
Markov random fields in image segmentation
This monograph gives an introduction to the fundamentals of Markovian modeling in image
segmentation as well as a brief overview of recent advances in the field. Segmentation is …
segmentation as well as a brief overview of recent advances in the field. Segmentation is …
Gesture-based interaction and communication: automated classification of hand gesture contours
L Gupta, S Ma - IEEE Transactions on Systems, Man, and …, 2001 - ieeexplore.ieee.org
The accurate classification of hand gestures is crucial in the development of novel hand
gesture-based systems designed for human-computer interaction (HCI) and for human …
gesture-based systems designed for human-computer interaction (HCI) and for human …
[HTML][HTML] Image segmentation based on histogram analysis utilizing the cloud model
Both the cloud model and type-2 fuzzy sets deal with the uncertainty of membership which
traditional type-1 fuzzy sets do not consider. Type-2 fuzzy sets consider the fuzziness of the …
traditional type-1 fuzzy sets do not consider. Type-2 fuzzy sets consider the fuzziness of the …
Stitching defect detection and classification using wavelet transform and BP neural network
WK Wong, CWM Yuen, DD Fan, LK Chan… - Expert Systems with …, 2009 - Elsevier
In the textile and clothing industry, much research has been conducted on fabric defect
automatic detection and classification. However, little research has been done to evaluate …
automatic detection and classification. However, little research has been done to evaluate …
A multi-threshold segmentation approach based on artificial bee colony optimization
This paper explores the use of the Artificial Bee Colony (ABC) algorithm to compute
threshold selection for image segmentation. ABC is an evolutionary algorithm inspired by …
threshold selection for image segmentation. ABC is an evolutionary algorithm inspired by …
Universal image segmentation for optical identification of 2D materials
Abstract Machine learning methods are changing the way data is analyzed. One of the most
powerful and widespread applications of these techniques is in image segmentation …
powerful and widespread applications of these techniques is in image segmentation …