Multi-agent medical image segmentation: A survey

[1]  W. Z. Wan Hasan,et al.  A Review of Medical Image Techniques and Methods based on a Multi-agent System , 2022, TEM Journal.

[2]  Abdelaziz El Fazziki,et al.  Optimized control for medical image segmentation: improved multi-agent systems agreements using Particle Swarm Optimization , 2021, Journal of Ambient Intelligence and Humanized Computing.

[3]  Smaine Mazouzi,et al.  A stochastic multi-agent approach for medical-image segmentation: Application to tumor segmentation in brain MR images , 2020, Artif. Intell. Medicine.

[4]  Smaine Mazouzi,et al.  A fast and fully distributed method for region-based image segmentation , 2020, J. Real Time Image Process..

[5]  Hanane Allioui,et al.  Intelligent environment for advanced brain imaging: multi-agent system for an automated Alzheimer diagnosis , 2020, Evol. Intell..

[6]  Smaine Mazouzi,et al.  A Cooperative Approach Based on Local Detection of Similarities and Discontinuities for Brain MR Images Segmentation , 2020, Journal of Medical Systems.

[7]  Aziz El Fazziki,et al.  An Improved Image Segmentation System , 2020, Journal of communications software and systems.

[8]  Lin Sun,et al.  WiFi Offloading Algorithm Based on Q-Learning and MADM in Heterogeneous Networks , 2019, Mob. Inf. Syst..

[9]  Abdelaziz El Fazziki,et al.  A robust multi-agent Negotiation for advanced Image Segmentation: Design and Implementation , 2019, Inteligencia Artif..

[10]  Xiaoyun Zhang,et al.  Iteratively-Refined Interactive 3D Medical Image Segmentation With Multi-Agent Reinforcement Learning , 2019, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

[11]  Dimitris N. Metaxas,et al.  Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation , 2019, MICCAI.

[12]  Hanane Allioui,et al.  Alzheimer Detection Based on Multi-Agent Systems: An Intelligent Image Processing Environment , 2018, Advances in Intelligent Systems and Computing.

[13]  Mohamed Mezghiche,et al.  Towards a Generic Multi-agent Approach for Medical Image Segmentation , 2017, PRIMA.

[14]  M. A. Sabri,et al.  A review on image segmentation based on multi-agent systems , 2017, 2017 Intelligent Systems Conference (IntelliSys).

[15]  Lei Liu,et al.  Remote Sensing Image Segmentation Algorithm Based on Multi-agent and Fuzzy Clustering , 2017 .

[16]  Lei Liu,et al.  A MRF-based Multi-agent System for Remote Sensing Image Segmentation , 2017, 2017 International Conference on Computing Intelligence and Information System (CIIS).

[17]  Hanane Allioui,et al.  A cooperative approach for 3D image segmentation , 2016, 2016 International Conference on Engineering & MIS (ICEMIS).

[18]  Latifa Ouzizi,et al.  Edge Detection Using Multi-Agent System: Evaluation on Synthetic and Medical MR Images , 2016 .

[19]  Latifa Ouzizi,et al.  Multi-agent 3D reconstruction of human femur from MR images , 2015, 2015 15th International Conference on Intelligent Systems Design and Applications (ISDA).

[20]  Omar Bouattane,et al.  A mobile agent team works model for HPC big data analysis: Fuzzy logic application , 2015, 2015 5th International Conference on Information & Communication Technology and Accessibility (ICTA).

[21]  Brian B. Avants,et al.  The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS) , 2015, IEEE Transactions on Medical Imaging.

[22]  Omar Bouattane,et al.  Distributed C-Means Algorithm for Big Data Image Segmentation on a Massively Parallel and Distributed Virtual Machine Based on Cooperative Mobile Agents , 2015 .

[23]  João L. Monteiro,et al.  Using a multi-agent system approach for microaneurysm detection in fundus images , 2014, Artif. Intell. Medicine.

[24]  Fizazi Hadria,et al.  A combined approach using meta-heuristic and mathematical operators for images segmentation , 2013, 2013 11th International Symposium on Programming and Systems (ISPS).

[25]  Redjimi Mohammed,et al.  An Adaptative Multi-agent System Approach for Image Segmentation , 2012 .

[26]  Atef Hamouda,et al.  An edge-region cooperative multi-agent approach for buildings extraction , 2012, 2012 Second International Conference on Digital Information and Communication Technology and it's Applications (DICTAP).

[27]  Smaine Mazouzi,et al.  A New Distributed Approach for Range Image Segmentation , 2011, CIARP.

[28]  Moussa Richard,et al.  Image Processing on MR Brain Images Using Social Spiders , 2011 .

[29]  Chaw-Seng Woo,et al.  Software Agent with Reinforcement Learning Approach for Medical Image Segmentation , 2011, Journal of Computer Science and Technology.

[30]  Sebti Foufou,et al.  Fuzzy Distributed Genetic Approaches for Image Segmentation , 2010, J. Comput. Inf. Technol..

[31]  Fabien Michel,et al.  A Distributed and Collective Approach for Curved Object-Based Range Image Segmentation , 2009, CIARP.

[32]  R. Moussa,et al.  Multi-agent segmentation for 3D medical images , 2009, 2009 9th International Conference on Information Technology and Applications in Biomedicine.

[33]  Vincenzo Piuri,et al.  Agent-based image iris segmentation and multiple views boundary refining , 2009, 2009 IEEE 3rd International Conference on Biometrics: Theory, Applications, and Systems.

[34]  Pascal Desbarats,et al.  On the use of social agents for image segmentation , 2009 .

[35]  D. Boulmier,et al.  Segmentation 3D multi-objets d'images scanner cardiaques : une approche multi-agents 3D Multi-Object Segmentation of Cardiac MSCT Imaging by using a Multi- Agent Approach , 2009 .

[36]  Benoit Scherrer,et al.  Agentification of Markov model-based segmentation: Application to magnetic resonance brain scans , 2009, Artif. Intell. Medicine.

[37]  Woo Chaw Seng,et al.  A Multi-agent System Approach for Medical Image Segmentation , 2009, 2009 International Conference on Future Computer and Communication.

[38]  Benoit Scherrer,et al.  Distributed Local MRF Models for Tissue and Structure Brain Segmentation , 2009, IEEE Transactions on Medical Imaging.

[39]  B Scherrer,et al.  Fully Bayesian joint model for MR brain scan tissue and structure segmentation. , 2008, Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention.

[40]  Fabien Michel,et al.  An Agent-Based Approach for Range Image Segmentation , 2008, MMAS/LSMAS/CCMMS.

[41]  Fabien Michel,et al.  A Multi-agent Approach for Range Image Segmentation , 2007, CEEMAS.

[42]  Nacéra Benamrane,et al.  Medical Image Segmentation by a Multi-Agent System Approach , 2007, MATES.

[43]  Fabien Michel,et al.  A Multi-agent Approach for Range Image Segmentation with Bayesian Edge Regularization , 2007, ACIVS.

[44]  Bing Li,et al.  Active Contour External Force Using Vector Field Convolution for Image Segmentation , 2007, IEEE Transactions on Image Processing.

[45]  Benoit Scherrer,et al.  MRF Agent Based Segmentation: Application to MRI Brain Scans , 2007, AIME.

[46]  Frank Chung-Hoon Rhee,et al.  Uncertain Fuzzy Clustering: Interval Type-2 Fuzzy Approach to $C$-Means , 2007, IEEE Transactions on Fuzzy Systems.

[47]  Majid Nili Ahmadabadi,et al.  Distributed Behavior-based Multi-agent System for Automatic Segmentation of Brain MR Images , 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

[48]  S. Foufou,et al.  Chaotic multiagent system approach for MRF-based image segmentation , 2005, ISPA 2005. Proceedings of the 4th International Symposium on Image and Signal Processing and Analysis, 2005..

[49]  K. Idir,et al.  Image Segmentation Through Dual Pyramid of Agents , 2005, ICIAP.

[50]  Salima Hassas,et al.  A Massive Multi-agent System for Brain MRI Segmentation , 2004, MMAS.

[51]  Johan H. C. Reiber,et al.  Multi-agent segmentation of IVUS images , 2004, Pattern Recognit..

[52]  Anne Guillaud,et al.  An immune oriented multi-agent system for biological image processing , 2004, Pattern Recognit..

[53]  Catherine Garbay,et al.  Automated segmentation of human brain MR images using a multi-agent approach , 2004, Artif. Intell. Medicine.

[54]  Edouard Duchesnay,et al.  Cooperative agents society organized as an irregular pyramid: A mammography segmentation application , 2003, Pattern Recognit. Lett..

[55]  Johan H. C. Reiber,et al.  Multi-agent IVUS image segmentation , 2003, SPIE Medical Imaging.

[56]  Aichouche Belhadj Aissa,et al.  Distributed Image Segmentation System by a Multi-agents Approach (Under PVM Environment) , 2002, PVM/MPI.

[57]  Edouard Duchesnay,et al.  An agent-based implementation of irregular pyramid for distributed image segmentation , 2001, ETFA 2001. 8th International Conference on Emerging Technologies and Factory Automation. Proceedings (Cat. No.01TH8597).

[58]  Edouard Duchesnay,et al.  Irregular adaptative pyramid of agents for segmentation to interpretation of image , 2000, Smc 2000 conference proceedings. 2000 ieee international conference on systems, man and cybernetics. 'cybernetics evolving to systems, humans, organizations, and their complex interactions' (cat. no.0.

[59]  Anne Guillaud,et al.  Continuity perception using a multi-agent system an application to growth ring detection on fish otoliths , 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

[60]  Christopher J. Taylor,et al.  A cooperative framework for segmentation of MRI brain scans , 2000, Artif. Intell. Medicine.

[61]  Anne Guillaud,et al.  Parameterization of a multiagent system for roof edge detection: an application to growth ring detection on fish otoliths , 2000, Electronic Imaging.

[62]  Masafumi Hagiwara,et al.  Image segmentation by artificial life approach using autonomous agents , 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

[63]  Yuan Yan Tang,et al.  Adaptive Image Segmentation With Distributed Behavior-Based Agents , 1999, IEEE Trans. Pattern Anal. Mach. Intell..

[64]  Vincent Rodin,et al.  oRis: multiagents approach for image processing , 1998, Optics & Photonics.

[65]  D. Louis Collins,et al.  Design and construction of a realistic digital brain phantom , 1998, IEEE Transactions on Medical Imaging.

[66]  P. Ballet,et al.  Multiagent boundary detection system: a way to parallel image processing , 1997, Optics & Photonics.

[67]  Vincent Rodin,et al.  Multiagent system for detecting concentric strias , 1997, Optics & Photonics.

[68]  Yoav Shoham,et al.  An overview of agent-oriented programming , 1997 .

[69]  Catherine Garbay,et al.  A Society of Goal-Oriented Agents for the Analysis of Living Cells , 1997, AIME.

[70]  Jean-Marc Chassery,et al.  A multi-agent approach to edge detection as a distributed optimization problem , 1996, Proceedings of 13th International Conference on Pattern Recognition.

[71]  Jean-Marc Chassery,et al.  A Cooperative and Adaptive Approach to Medical Image Segmentation , 1995, AIME.

[72]  Sankar K. Pal,et al.  A review on image segmentation techniques , 1993, Pattern Recognit..

[73]  Rachid Deriche,et al.  Using Canny's criteria to derive a recursively implemented optimal edge detector , 1987, International Journal of Computer Vision.

[74]  John F. Canny,et al.  A Computational Approach to Edge Detection , 1986, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[75]  Carl Hewitt,et al.  Viewing Control Structures as Patterns of Passing Messages , 1977, Artif. Intell..

[76]  A. Souhar,et al.  Distributed Multi-Agent Implementation of Text Line Segmentation Using Parallel Seam Carving , 2018 .

[77]  Y. Aoura,et al.  Multi-Agent Segmentation using Region Growing and Contour Detection : Syntetic evaluation in MR Images with 3 D CAD Reconstruction , 2016 .

[78]  Omar Bouattane,et al.  A New Distributed Computing Environment Based on Mobile Agents for SPMD Applications , 2016 .

[79]  Nacéra Benamrane,et al.  Multi agent system for boundary detection and object tracking in image sequence based on active contours , 2015, Multiagent Grid Syst..

[80]  Chaw-Seng Woo,et al.  Medical image segmentation using a multi-agent system approach , 2013, Int. Arab J. Inf. Technol..

[81]  K. K. Shukla,et al.  Agent based Image Segmentation Methods : A Review , 2011 .

[82]  Nacéra Benamrane,et al.  Segmentation of medical image sequence by parallel active contour. , 2011, Advances in experimental medicine and biology.

[83]  Driss Aboutajdine,et al.  A Distributed Approach to Color Image Segmentation , 2011, IP&C.

[84]  Federico Bergenti,et al.  Multi-Agent Systems for e-Health: Recent Projects and Initiatives , 2009, WOA.

[85]  Johan H. C. Reiber,et al.  User-Agent Cooperation in Multiagent IVUS Image Segmentation , 2009, IEEE Transactions on Medical Imaging.

[86]  Vincent Chevrier,et al.  A new swarm mechanism based on social spiders colonies: From web weaving to region detection , 2003, Web Intell. Agent Syst..

[87]  Anne Guillaud,et al.  A Multiagent System for Edge Detection and Continuity Perception on Fish Otolith Images , 2002, EURASIP J. Adv. Signal Process..

[88]  Vincent Rodin,et al.  A multiagent system for edge detection: an application to growth ring detection on fish otoliths , 1999 .

[89]  Michael Spann,et al.  A quad-tree approach to image segmentation which combines statistical and spatial information , 1985, Pattern Recognit..