Exploring Melodic Contour: A Clustering Approach
Previous studies investigating common melodic contour shapes have relied on methodologies that require prior assumptions regarding the expected contour patterns. Here, a new approach for examining contour using dimensionality reduction and unsupervised machine-learning clustering methods is presented. This new methodology was tested across four sets of
Michal Goldstein +3 more
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Active Contours Driven by Cellular Neural Networks for Image Segmentation in Biomedical Applications [PDF]
This paper proposes a novel approach for image segmentation in the context of biomedical applications. The medical images considered for this analysis are both microarray images and images recorded from microfluidics devices. In case of microarray images,
Bogdan BELEAN
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Surface roughness of laser powder bed fusion (L-PBF) printed overhang regions is a major contributor to deteriorated shape accuracy/surface quality. This study investigates the mechanisms behind the evolution of surface roughness (Ra) in overhang regions.
Shaochuan Feng +3 more
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Theoretical study of structural and electronic properties of small GanNn clusters (n=1-10) and their isomers [PDF]
In this study, structural and electronic properties of GanNn clusters (n=1-10) are investigated using formalism of density functional theory (DFT) and projector augmented plane waves (PAW) within VASP software package.
حیدرعلی شفیعی گل +1 more
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CONIC: Contour Optimized Non-Iterative Clustering Superpixel Segmentation
Superpixels group perceptually similar pixels into homogeneous sub-regions that act as meaningful features for advanced tasks. However, there is still a contradiction between color homogeneity and shape regularity in existing algorithms, which hinders their performance in further processing.
Cheng Li +7 more
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An Integrated Algorithm for Extracting Terrain Feature-Point Clusters Based on DEM Data
Terrain feature points, such as the peaks and saddles, are the basic framework of surface topography and its undulations, which significantly affect the spatial distribution of surface topography.
Jinlong Hu +4 more
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Syllable structure in Old, Middle and Modern Persian: A contrastive analysis [PDF]
Evolution of languages has always been of interest to linguists. In this paper we study the natural progress of the syllable structure from Old Persian (O.P) to Middle Persian (Mi.P) and up to the Modern Persian (Mo.P).
Aliye Kord zaferanlu Kambuziya +1 more
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Spatio-temporal control of the phase separation of chemically active immotile colloids
Understanding and controlling phase separation in nonequilibrium colloidal systems are of both fundamental and applied importance. In this article, we investigate the spatiotemporal control of phase separation in chemically active immotile colloids.
Peng Yixin +8 more
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Corner Detection of Contour Images using Spectral Clustering [PDF]
Corner detection plays an important role in object recognition and motion analysis. In this paper, we propose a hierarchical corner detection framework based on spectral clustering (SC). The framework consists of three stages: contour smoothing, corner cell extraction and corner localization.
Xi Li, Weiming Hu, Zhongfei Zhang
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Entropy based automatic unsupervised brain intracranial hemorrhage segmentation using CT images
The present work proposes entropy based automatic unsupervised brain intracranial hemorrhage segmentation using CT images. The proposed work is consisting of fuzzy c-mean (FCM), automatic selection of cluster, skull removal, thresholding and edge-based ...
Indrajeet Kumar +2 more
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