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» Wavelet Based Automatic Thresholding for Image Segmentation
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ICPR
2008
IEEE
15 years 4 months ago
A variational inference based approach for image segmentation
In this paper, we present a variational Bayes (VB) approach for image segmentation. First, image is modeled by a mixture model, and then with the techniques of factor analyzer, th...
Zhenglong Li, Qingshan Liu, Jian Cheng, Hanqing Lu
AVSS
2006
IEEE
15 years 3 months ago
Skin Colour-Based Face Detection in Colour Images
We propose in this work a method for detecting faces in colour images with complex backgrounds. The approach starts with the transformation of the image pixels from the RGB colour...
Wen-Hsiang Lai, Chang-Tsun Li
MICCAI
2006
Springer
15 years 10 months ago
MR Image Segmentation Using Phase Information and a Novel Multiscale Scheme
This paper considers the problem of automatic classification of textured tissues in 3D MRI. More specifically, it aims at validating the use of features extracted from the phase of...
Jurgen Fripp, Peter Stanwell, Pierrick Bourgeat, S...
CVPR
1999
IEEE
15 years 11 months ago
Color Image Segmentation
In this work, a new approach to fully automatic color image segmentation, called JSEG, is presented. First, colors in the image are quantized to several representing classes tha...
Yining Deng, B. S. Manjunath, Hyundoo Shin
MICCAI
2010
Springer
14 years 8 months ago
Automatic Detection and Segmentation of Axillary Lymph Nodes
Lymph node detection and measurement is a difficult and important part of cancer treatment. In this paper we present a robust and effective learning-based method for the automatic...
Adrian Barbu, Michael Sühling, Xun Xu, David ...