Amir Nakib
Orcid: 0000-0001-9620-9324
According to our database1,
Amir Nakib
authored at least 90 papers
between 2007 and 2024.
Collaborative distances:
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Bibliography
2024
Emb-trattunet: a novel edge loss function and transformer-CNN architecture for multi-classes pneumonia infection segmentation in low annotation regimes.
Artif. Intell. Rev., 2024
2023
Convolutional neural network architecture search based on fractal decomposition optimization algorithm.
Expert Syst. Appl., March, 2023
Eng. Appl. Artif. Intell., 2023
2D and 3D CNN-Based Fusion Approach for COVID-19 Severity Prediction from 3D CT-Scans.
CoRR, 2023
Convolutional Neural Network Compression Based on Improved Fractal Decomposition Algorithm for Large Scale Optimization.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
Metaheuristic based framework for Deep Neural Networks compression via DeepCABAC Arithmetic Coding and Fractional Filter.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023
Towards Robustness: Enhancing Deep Learning Models Through Meta-Learning and Bilevel Optimization for Accurate Car Damage Classification.
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Adaptive Image Anonymization in the Context of Image Classification with Neural Networks.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Deep-Covid-SEV: an Ensemble 2D and 3D CNN-Based Approach for Covid-19 Severity Prediction from 3D CT-SCANS.
Proceedings of the IEEE International Conference on Acoustics, 2023
Deep Learning Models Compression Based on Evolutionary Algorithms and Digital Fractional Differentiation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
2022
Study of the Fractal decomposition based metaheuristic on low-dimensional Black-Box optimization problems.
CoRR, 2022
Dynamic camera alignment optimization problem based on Fractal Decomposition based Algorithm.
CoRR, 2022
CoRR, 2022
Algorithms, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Investigating Fractal Decomposition Based Algorithm on Low-Dimensional Continuous Optimization Problems.
Proceedings of the Metaheuristics - 14th International Conference, 2022
2021
Inf. Sci., 2021
Neurocomputing, 2021
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
2020
Accurate Classification for Automatic Vehicle-Type Recognition Based on Ensemble Classifiers.
IEEE Trans. Intell. Transp. Syst., 2020
IEEE Access, 2020
Real Time Automatic Urban Traffic Management Framework Based on Convolutional Neural Network Under Limited Resources Constraint.
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020
HyperFDA: a bi-level optimization approach to neural architecture search and hyperparameters' optimization via fractal decomposition-based algorithm.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Hyperparameters optimization for neural network training using Fractal Decomposition-based Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
Parallel fractal decomposition based algorithm for big continuous optimization problems.
J. Parallel Distributed Comput., 2019
Multi-node environment strategy for Parallel Deterministic Multi-Objective Fractal Decomposition.
CoRR, 2019
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
2018
Evolutionary algorithm with ensemble strategies based on maximum a posteriori for continuous optimization.
Inf. Sci., 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Optimal Ensemble Classifiers Based Classification for Automatic Vehicle Type Recognition.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
2017
Proceedings of the Metaheuristics for Medicine and Biology, 2017
Proceedings of the Metaheuristics for Medicine and Biology, 2017
Proceedings of the Metaheuristics for Medicine and Biology, 2017
Evidential Deformable Model for Contour Tracking. Application on Brain Cine MR Sequences.
Proceedings of the Metaheuristics for Medicine and Biology, 2017
Proceedings of the Metaheuristics for Medicine and Biology, 2017
Proceedings of the Metaheuristics for Medicine and Biology, 2017
Proceedings of the Metaheuristics for Medicine and Biology, 2017
J. Real Time Image Process., 2017
Deterministic metaheuristic based on fractal decomposition for large-scale optimization.
Appl. Soft Comput., 2017
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017
Proceedings of the 19th IEEE International Conference on High Performance Computing and Communications; 15th IEEE International Conference on Smart City; 3rd IEEE International Conference on Data Science and Systems, 2017
2016
Medical image denoising via optimal implementation of non-local means on hybrid parallel architecture.
Comput. Methods Programs Biomed., 2016
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016
2015
IEEE Netw., 2015
Appl. Math. Comput., 2015
Evidence theory for image segmentation using information from stochastic Watershed and Hessian filtering.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015
2014
IEEE Trans. Netw. Serv. Manag., 2014
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Multi-Layer Perceptron Neural Network and nearest neighbor approaches for indoor localization.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014
Proceedings of the Swarm Intelligence Based Optimization - First International Conference, 2014
2013
Proceedings of the Metaheuristics for Dynamic Optimization, 2013
Elastic Registration of Brain Cine-MRI Sequences Using MLSDO Dynamic Optimization Algorithm.
Proceedings of the Metaheuristics for Dynamic Optimization, 2013
J. Heuristics, 2013
Path planning for redundant manipulators using metaheuristic for bilevel optimization and maximum of manipulability.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013
Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013
Thin structure filtering framework with non-local means, Gaussian derivatives and spatially-variant mathematical morphology.
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the Genetic and Evolutionary Computing, 2013
2012
An improved biogeography based optimization approach for segmentation of human head CT-scan images employing fuzzy entropy.
Eng. Appl. Artif. Intell., 2012
Comput. Medical Imaging Graph., 2012
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012
Brain Cine-MRI Sequences Registration Using B-Spline Free-Form Deformations and MLSDO Dynamic Optimization Algorithm.
Proceedings of the Learning and Intelligent Optimization - 6th International Conference, 2012
Proceedings of the 2012 IEEE Symposium on Computers and Communications, 2012
Hybrid Differential Evolution Using Low-Discrepancy Sequences for Image Segmentation.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012
Proceedings of the Image Processing: Algorithms and Systems X; and Parallel Processing for Imaging Applications II, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
Comput. Networks, 2011
Computer-Assisted Intramedullary Nailing Using Real-Time Bone Detection in 2D Ultrasound Images.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011
Brain cine MRI segmentation based on a multiagent algorithm for dynamic continuous optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Bone Surface Segmentation in Ultrasound Images: Application in Computer Assisted Intramedullary Nailing of the Tibia Shaft.
Proceedings of the MIAD 2011, 2011
2010
Int. J. Appl. Metaheuristic Comput., 2010
Eng. Appl. Artif. Intell., 2010
Third brain ventricle deformation analysis using fractional differentiation and evolution strategy in brain cine-MRI.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
2009
Image Vis. Comput., 2009
Fractional differentiation and non-Pareto multiobjective optimization for image thresholding.
Eng. Appl. Artif. Intell., 2009
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
2008
Pattern Recognit. Lett., 2008
2007
Conception de métaheuristiques d'optimisation pour la segmentation d'images. Application aux images biomédicales. (Design of new metaheuristics for image segmentation. Application on biomedical imaging).
PhD thesis, 2007
Signal Process., 2007
Microscopic Image Segmentation with Two-dimensional Exponential Entropy Based on Hybrid Microcanonical Annealing.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 2007
Image Thresholding Using TRIBES, a Parameter-Free Particle Swarm Optimization Algorithm.
Proceedings of the Learning and Intelligent Optimization, Second International Conference, 2007
Magnetic Resonance Image Segmentation Based on Two-Dimensional Exponential Entropy and a Parameter Free PSO.
Proceedings of the Artificial Evolution, 2007