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 …

Image segmentation review: Theoretical background and recent advances

KK Brar, B Goyal, A Dogra, MA Mustafa, R Majumdar… - Information …, 2024 - Elsevier
Image segmentation is a significant topic in image refining and automated image analysis
with relevance for instance object recognition, diagnostic imaging scanning, mechanized …

Fast image segmentation based on K-Means clustering with histograms in HSV color space

TW Chen, YL Chen, SY Chien - 2008 IEEE 10th workshop on …, 2008 - ieeexplore.ieee.org
A fast and efficient approach for color image segmentation is proposed. In this work, a new
quantization technique for HSV color space is implemented to generate a color histogram …

[KİTAP][B] Encyclopedia of information science and technology

M Khosrow-Pour - 2008 - books.google.com
As research advances in computing technology continue to accelerate, so too do the
emerging opportunities, issues, and challenges facing individuals, organizations, and …

Assessing image segmentation quality–concepts, methods and application

M Neubert, H Herold, G Meinel - Object-based image analysis: Spatial …, 2008 - Springer
Image segmentation is a crucial step within the remote sensing information retrieval chain.
As a step prior classification the quality of the segmentation result is of fundamental …

Image analysis techniques for automated IVUS contour detection

M Papadogiorgaki, V Mezaris, YS Chatzizisis… - Ultrasound in medicine …, 2008 - Elsevier
Intravascular ultrasound (IVUS) constitutes a valuable technique for the diagnosis of
coronary atherosclerosis. The detection of lumen and media-adventitia borders in IVUS …

Quantum mechanics in computer vision: Automatic object extraction

Ç Aytekin, S Kiranyaz… - 2013 IEEE International …, 2013 - ieeexplore.ieee.org
An automatic object extraction method is proposed exploiting the rich mathematical structure
of quantum mechanics. First, a novel segmentation method based on the solutions of …

Fusion of geometry and color information for scene segmentation

C Dal Mutto, P Zanuttigh… - IEEE Journal of Selected …, 2012 - ieeexplore.ieee.org
Scene segmentation is a well-known problem in computer vision traditionally tackled by
exploiting only the color information from a single scene view. Recent hardware and …

Gaze-based relevance feedback for realizing region-based image retrieval

GT Papadopoulos, KC Apostolakis… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
In this paper, a gaze-based Relevance Feedback (RF) approach to region-based image
retrieval is presented. Fundamental idea of the proposed method comprises the iterative …

Region-based segmentation of images using syntactic visual features

T Adamek, NE O'Connor, N Murphy - 2005 - doras.dcu.ie
This paper presents a robust and efficient method for segmentation of images into large
regions that reflect the real world objects present in the scene. We propose an extension to …