Multi-agent medical image segmentation: A survey

MT Bennai, Z Guessoum, S Mazouzi, S Cormier… - Computer Methods and …, 2023 - Elsevier
During the last decades, the healthcare area has increasingly relied on medical imaging for
the diagnosis of a growing number of pathologies. The different types of medical images are …

A parameterless scale-space approach to find meaningful modes in histograms—Application to image and spectrum segmentation

J Gilles, K Heal - International Journal of Wavelets, Multiresolution …, 2014 - World Scientific
In this paper, we present an algorithm to automatically detect meaningful modes in a
histogram. The proposed method is based on the behavior of local minima in a scale-space …

Autonomy-oriented computing (AOC): Formulating computational systems with autonomous components

J Liu, X Jin, KC Tsui - IEEE Transactions on Systems, Man, and …, 2005 - ieeexplore.ieee.org
Autonomous multientity systems are plentiful in natural and artificial worlds. Many systems
have been studied in depth and some models of them have been built as computational …

Multi-agent oriented constraint satisfaction

J Liu, H Jing, YY Tang - Artificial Intelligence, 2002 - Elsevier
This paper presents a multi-agent oriented method for solving CSPs (Constraint Satisfaction
Problems). In this method, distributed agents represent variables and a two-dimensional grid …

A stochastic multi-agent approach for medical-image segmentation: application to tumor segmentation in brain MR images

MT Bennai, Z Guessoum, S Mazouzi, S Cormier… - Artificial Intelligence in …, 2020 - Elsevier
According to functional or anatomical modalities, medical imaging provides a visual
representation of complex structures or activities in the human body. One of the most …

[图书][B] Autonomy oriented computing: from problem solving to complex systems modeling

J Liu, X Jin, KC Tsui - 2004 - books.google.com
Autonomy Oriented Computing is a comprehensive reference for scientists, engineers, and
other professionals concerned with this promising development in computer science. It can …

Adaptive subpixel mapping based on a multiagent system for remote-sensing imagery

X Xu, Y Zhong, L Zhang - IEEE Transactions on Geoscience …, 2013 - ieeexplore.ieee.org
The existence of mixed pixels is a major problem in remote-sensing image classification.
Although the soft classification and spectral unmixing techniques can obtain an abundance …

Multi-agent segmentation of IVUS images

EGP Bovenkamp, J Dijkstra, JG Bosch, JHC Reiber - Pattern Recognition, 2004 - Elsevier
A novel multi-agent image interpretation system has been developed which is markedly
different from previous approaches in especially its elaborate high-level knowledge-based …

Automated segmentation of human brain MR images using a multi-agent approach

N Richard, M Dojat, C Garbay - Artificial Intelligence in Medicine, 2004 - Elsevier
Image interpretation consists in finding a correspondence between radiometric information
and symbolic labeling with respect to specific spatial constraints. It is intrinsically a …

A new swarm mechanism based on social spiders colonies: from web weaving to region detection

C Bourjot, V Chevrier, V Thomas - Web Intelligence and Agent …, 2003 - content.iospress.com
In multi-agent systems, the reactive approach emphasizes on the individual simplicity in
comparison to the collective complexity of the task being performed. However, to apply such …