Image segmentation based on the integration of colour–texture descriptors—A review

DE Ilea, PF Whelan - Pattern Recognition, 2011 - Elsevier
The adaptive integration of the colour and texture attributes in the development of complex
image descriptors is one of the most investigated topics of research in computer vision. The …

Incorporating prior knowledge in medical image segmentation: a survey

MS Nosrati, G Hamarneh - arXiv preprint arXiv:1607.01092, 2016 - arxiv.org
Medical image segmentation, the task of partitioning an image into meaningful parts, is an
important step toward automating medical image analysis and is at the crux of a variety of …

Survey of contemporary trends in color image segmentation

SR Vantaram, E Saber - Journal of Electronic Imaging, 2012 - spiedigitallibrary.org
In recent years, the acquisition of image and video information for processing, analysis,
understanding, and exploitation of the underlying content in various applications, ranging …

Graphical image region extraction with k-means clustering and watershed

S Jardim, J António, C Mora - Journal of Imaging, 2022 - mdpi.com
With a wide range of applications, image segmentation is a complex and difficult
preprocessing step that plays an important role in automatic visual systems, which accuracy …

[PDF][PDF] 基于高斯超像素的快速Graph Cuts 图像分割方法

韩守东, 赵勇, 陶文兵, 桑农 - 自动化学报, 2011 - aas.net.cn
摘要提出了一种交互式的快速图像分割方法. 该方法通过使用高斯超像素来构建Graph cuts
模型以实现加速. 首先, 利用融合了边缘置信度的快速均值漂移算法, 将原始图像高效地预分割为 …

Texture aware image segmentation using graph cuts and active contours

H Zhou, J Zheng, L Wei - Pattern Recognition, 2013 - Elsevier
The problem of segmenting a foreground object out from its complex background is of great
interest in image processing and computer vision. Many interactive segmentation algorithms …

Probabilistic diffusion for interactive image segmentation

T Wang, J Yang, Z Ji, Q Sun - IEEE Transactions on Image …, 2018 - ieeexplore.ieee.org
This paper presents an interactive image segmentation approach in which we formulate
segmentation as a probabilistic estimation problem based on the prior user intention …

Integration of the saliency-based seed extraction and random walks for image segmentation

C Qin, G Zhang, Y Zhou, W Tao, Z Cao - Neurocomputing, 2014 - Elsevier
In this paper, a novel automatic image segmentation method is proposed. To extract the
foreground of the image automatically, we combine the region saliency based on entropy …

Interactive multi-label segmentation

J Santner, T Pock, H Bischof - Computer Vision–ACCV 2010: 10th Asian …, 2011 - Springer
This paper addresses the problem of interactive multi-label segmentation. We propose a
powerful new framework using several color models and texture descriptors, Random Forest …

A VGGNet-like approach for classifying and segmenting coal dust particles with overlapping regions

Z Wang, X Zheng, D Li, H Zhang, Y Yang, H Pan - Computers in Industry, 2021 - Elsevier
The Automatic extraction of coal particles characteristics has great importance in smart mine
construction for security planning and disaster prevention. Traditional approaches, including …