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Segmentation for Object-Based Image Analysis (OBIA): A review of algorithms and challenges from remote sensing perspective
Image segmentation is a critical and important step in (GEographic) Object-Based Image
Analysis (GEOBIA or OBIA). The final feature extraction and classification in OBIA is highly …
Analysis (GEOBIA or OBIA). The final feature extraction and classification in OBIA is highly …
A review on image segmentation techniques
Many image segmentation techniques are available in the literature. Some of these
techniques use only the gray level histogram, some use spatial details while others use …
techniques use only the gray level histogram, some use spatial details while others use …
On the statistical analysis of dirty pictures
J Besag - Journal of the Royal Statistical Society Series B …, 1986 - academic.oup.com
SUMMARY A continuous two-dimensional region is partitioned into a fine rectangular array
of sites or “pixels”, each pixel having a particular “colour” belonging to a prescribed finite set …
of sites or “pixels”, each pixel having a particular “colour” belonging to a prescribed finite set …
Segmentation of X‐ray computed tomography images of porous materials: A crucial step for characterization and quantitative analysis of pore structures
P Iassonov, T Gebrenegus… - Water resources research, 2009 - Wiley Online Library
Nondestructive imaging methods such as X‐ray computed tomography (CT) yield high‐
resolution, three‐dimensional representations of pore space and fluid distribution within …
resolution, three‐dimensional representations of pore space and fluid distribution within …
License plate recognition from still images and video sequences: A survey
CNE Anagnostopoulos… - IEEE Transactions …, 2008 - ieeexplore.ieee.org
License plate recognition (LPR) algorithms in images or videos are generally composed of
the following three processing steps: 1) extraction of a license plate region; 2) segmentation …
the following three processing steps: 1) extraction of a license plate region; 2) segmentation …
A new local adaptive thresholding technique in binarization
Image binarization is the process of separation of pixel values into two groups, white as
background and black as foreground. Thresholding plays a major in binarization of images …
background and black as foreground. Thresholding plays a major in binarization of images …
Hybrid image segmentation using watersheds and fast region merging
A hybrid multidimensional image segmentation algorithm is proposed, which combines
edge and region-based techniques through the morphological algorithm of watersheds. An …
edge and region-based techniques through the morphological algorithm of watersheds. An …
Pore and throat size distributions measured from synchrotron X‐ray tomographic images of Fontainebleau sandstones
WB Lindquist, A Venkatarangan… - Journal of …, 2000 - Wiley Online Library
The three‐dimensional geometry and connectivity of pore space controls the hydraulic
transport behavior of crustal rocks. We report on direct measurement of flow‐relevant …
transport behavior of crustal rocks. We report on direct measurement of flow‐relevant …
Goal-directed evaluation of binarization methods
OD Trier, AK Jain - IEEE transactions on Pattern analysis and …, 1995 - ieeexplore.ieee.org
This paper presents a methodology for evaluation of low-level image analysis methods,
using binarization (two-level thresholding) as an example. Binarization of scanned gray …
using binarization (two-level thresholding) as an example. Binarization of scanned gray …
Image thresholding by indicator kriging
We consider the problem of segmenting a digitized image consisting of two univariate
populations. Assume a priori knowledge allows incomplete assignment of voxels in the …
populations. Assume a priori knowledge allows incomplete assignment of voxels in the …