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 …

Snakes, shapes, and gradient vector flow

C Xu, JL Prince - IEEE Transactions on image processing, 1998 - ieeexplore.ieee.org
Snakes, or active contours, are used extensively in computer vision and image processing
applications, particularly to locate object boundaries. Problems associated with initialization …

Lane detection and tracking using B-Snake

Y Wang, EK Teoh, D Shen - Image and Vision computing, 2004 - Elsevier
In this paper, we proposed a B-Snake based lane detection and tracking algorithm without
any cameras' parameters. Compared with other lane models, the B-Snake based lane …

[HTML][HTML] Generalized gradient vector flow external forces for active contours

C Xu, JL Prince - Signal processing, 1998 - Elsevier
Active contours, or snakes, are used extensively in computer vision and image processing
applications, particularly to locate object boundaries. A new type of external force for active …

[PDF][PDF] Image segmentation using deformable models

C Xu, DL Pham, JL Prince - Handbook of medical imaging, 2000 - researchgate.net
In the past four decades, computerized image segmentation has played an increasingly
important role in medical imaging. Segmented images are now used routinely in a multitude …

T-snakes: Topology adaptive snakes

T McInerney, D Terzopoulos - Medical image analysis, 2000 - Elsevier
We present a new class of deformable contours (snakes) and apply them to the
segmentation of medical images. Our snakes are defined in terms of an affine cell image …

On the relationship between parametric and geometric active contours

C Xu, A Yezzi, JL Prince - Conference record of the thirty-fourth …, 2000 - ieeexplore.ieee.org
Geometric active contours have many advantages over parametric active contours, such as
computational simplicity and the ability to change the curve topology during deformation …

Topology adaptive deformable surfaces for medical image volume segmentation

T McInemey, D Terzopoulos - IEEE transactions on medical …, 1999 - ieeexplore.ieee.org
Deformable models, which include deformable contours (the popular snakes) and
deformable surfaces, are a powerful model-based medical image analysis technique. The …

Unsupervised segmentation based on robust estimation and color active contour models

L Yang, P Meer, DJ Foran - IEEE Transactions on Information …, 2005 - ieeexplore.ieee.org
One of the most commonly used clinical tests performed today is the routine evaluation of
peripheral blood smears. In this paper, we investigate the design, development, and …