Segmentation for Object-Based Image Analysis (OBIA): A review of algorithms and challenges from remote sensing perspective

MD Hossain, D Chen - ISPRS Journal of Photogrammetry and Remote …, 2019 - Elsevier
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 …

A review on image segmentation techniques

NR Pal, SK Pal - Pattern recognition, 1993 - Elsevier
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 …

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 …

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 …

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 …

A new local adaptive thresholding technique in binarization

TR Singh, S Roy, OI Singh, T Sinam… - arxiv preprint arxiv …, 2012 - arxiv.org
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 …

Hybrid image segmentation using watersheds and fast region merging

K Haris, SN Efstratiadis, N Maglaveras… - … on image processing, 1998 - ieeexplore.ieee.org
A hybrid multidimensional image segmentation algorithm is proposed, which combines
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 …

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 …

Image thresholding by indicator kriging

W Oh, B Lindquist - IEEE Transactions on Pattern Analysis and …, 1999 - ieeexplore.ieee.org
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 …