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 …

Automatic seeded region growing for color image segmentation

FY Shih, S Cheng - Image and vision computing, 2005 - Elsevier
In this paper, we present an automatic seeded region growing algorithm for color image
segmentation. First, the input RGB color image is transformed into YCbCr color space …

[图书][B] Image processing and mathematical morphology: fundamentals and applications

FY Shih - 2017 - taylorfrancis.com
In the development of digital multimedia, the importance and impact of image processing
and mathematical morphology are well documented in areas ranging from automated vision …

Edge drawing: a combined real-time edge and segment detector

C Topal, C Akinlar - Journal of Visual Communication and Image …, 2012 - Elsevier
We present a novel edge segment detection algorithm that runs real-time and produces high
quality edge segments, each of which is a linear pixel chain. Unlike traditional edge …

[PDF][PDF] Segmentation techniques comparison in image processing

R Yogamangalam, B Karthikeyan - International Journal of …, 2013 - faratarjome.ir
In day-to-day life, new technologies are emerging in the field of Image processing,
especially in the domain of segmentation. This paper presents a brief outline on some of the …

An edge embedded marker-based watershed algorithm for high spatial resolution remote sensing image segmentation

D Li, G Zhang, Z Wu, L Yi - IEEE Transactions on Image …, 2010 - ieeexplore.ieee.org
This correspondence proposes an edge embedded marker-based watershed algorithm for
high spatial resolution remote sensing image segmentation. Two improvement techniques …

Nature and biologically inspired image segmentation techniques

S Singh, N Mittal, D Thakur, H Singh, D Oliva… - … Methods in Engineering, 2021 - Springer
Image processing is among the significant areas of growth in the current scenario. It consist
of a set of techniques typically used to enhance the raw image obtained from different …

Urban accessibility diagnosis from mobile laser scanning data

A Serna, B Marcotegui - ISPRS Journal of Photogrammetry and Remote …, 2013 - Elsevier
In this paper we present an approach for automatic analysis of urban accessibility using 3D
point clouds. Our approach is based on range images and it consists in two main steps …

Mapping roofing with asbestos-containing material by using remote sensing imagery and machine learning-based image classification: A state-of-the-art review

M Abbasi, S Mostafa, AS Vieira, N Patorniti, RA Stewart - Sustainability, 2022 - mdpi.com
Building roofing produced with asbestos-containing materials is a significant concern due to
its detrimental health hazard implications. Efficiently locating asbestos roofing is essential to …