July 2010
Intermediate to advanced
1384 pages
74h 23m
English
Content preview from Handbook of Image and Video Processing, 2nd Edition
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4.8
Statistical Methods for Image Segmentation
Sridhar Lakshmanan, University of Michigan — Dearborn
2 Image Segmentation: The Mathematic Problem
3 Image Statistics for Segmentation
3.1 Gaussian Statistics
3.2 Fourier Statistics
3.3 Covariance Statistics
3.4 Label Statistics
4 Statistical Image Segmentation
4.1 Vehicle Segmentation
4.2 Aerial Image Segmentation
4.3 Segmentation for Image Compression
1 Introduction
Segmentation is a fundamental low-level operation on images. If an image is already partitioned into segments, where each segment is a “homogeneous” region, then a number of subsequent image processing tasks become easier. A homogeneous region refers to a group of connected pixels ...
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