Reza Safabakhsh

Orcid: 0000-0002-4937-8026

According to our database1, Reza Safabakhsh authored at least 84 papers between 1982 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Towards reliable multi-person pose estimation using Conditional Random Fields.
Pattern Recognit. Lett., November, 2023

An Automatic Graphic Pattern Generation Algorithm and Its Application to the Multipurpose Camouflage Pattern Design.
IEEE Trans. Cybern., 2023

Multi Sentence Description of Complex Manipulation Action Videos.
CoRR, 2023

A Hierarchical Graph-based Approach for Recognition and Description Generation of Bimanual Actions in Videos.
CoRR, 2023

On Continuity of Robust and Accurate Classifiers.
CoRR, 2023

Identity-preserving Editing of Multiple Facial Attributes by Learning Global Edit Directions and Local Adjustments.
CoRR, 2023

X-CapsNet For Fake News Detection.
CoRR, 2023

2022
KAZE-SAR: SAR Image Registration Using KAZE Detector and Modified SURF Descriptor for Tackling Speckle Noise.
IEEE Trans. Geosci. Remote. Sens., 2022

LogSE: An Uncertainty-Based Multi-Task Loss Function for Learning Two Regression Tasks.
J. Univers. Comput. Sci., 2022

Learning financial asset-specific trading rules via deep reinforcement learning.
Expert Syst. Appl., 2022

An Analytic Framework for Robust Training of Artificial Neural Networks.
CoRR, 2022

Using Decision Tree as Local Interpretable Model in Autoencoder-based LIME.
Proceedings of the 27th International Computer Conference, Computer Society of Iran, 2022

2021
Convolutional neural network with margin loss for fake news detection.
Inf. Process. Manag., 2021

3D object recognition with a linear time-varying system of overlay layers.
IET Comput. Vis., 2021

Maximum Entropy Weighted Independent Set Pooling for Graph Neural Networks.
CoRR, 2021

A Reinforcement Learning Based Encoder-Decoder Framework for Learning Stock Trading Rules.
CoRR, 2021

Mathematical analysis of the role of pituitary-adrenal interactions in ultradian rhythms of the HPA axis.
Comput. Biol. Medicine, 2021

Lecture quality assessment based on the audience reactions using machine learning and neural networks.
Comput. Educ. Artif. Intell., 2021

Detecting fake news with capsule neural networks.
Appl. Soft Comput., 2021

2020
Matching Graph, a Method for Extracting Parallel Information from Comparable Corpora.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

Correlational Convolutional LSTM for human action recognition.
Neurocomputing, 2020

Writer identification with <i>n</i>-tuple direction feature from contour.
IET Image Process., 2020

Towards Explaining Adversarial Examples Phenomenon in Artificial Neural Networks.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Steganography in discrete wavelet transform based on human visual system and cover model.
Multim. Tools Appl., 2019

Extracting parallel fragments from comparable documents using a generative model.
Comput. Speech Lang., 2019

A Deep Decoder Structure Based on WordEmbedding Regression for An Encoder-Decoder Based Model for Image Captioning.
CoRR, 2019

Novel adaptive genetic algorithm sample consensus.
Appl. Soft Comput., 2019

A motion-aware ConvLSTM network for action recognition.
Appl. Intell., 2019

2018
RGB-D face recognition under various conditions via 3D constrained local model.
J. Vis. Commun. Image Represent., 2018

2017
A new adaptive method for hiding data in images.
CoRR, 2017

An Improvement on LSB Matching and LSB Matching Revisited Steganography Methods.
CoRR, 2017

Robust Stereo Feature Descriptor for Visual Odometry.
CoRR, 2017

Graphical model based continuous estimation of distribution algorithm.
Appl. Soft Comput., 2017

2016
Endmember orthonormal mapping in hyperspectral mixture analysis to address endmember variability.
Earth Sci. Informatics, 2016

A novel stability-based adaptive inertia weight for particle swarm optimization.
Appl. Soft Comput., 2016

2015
A Distributed Homological Approach to Location-Independent Area Coverage in Wireless Sensor Networks.
Wirel. Pers. Commun., 2015

Reducing the embedding impact in steganography using Hamiltonian paths and writing on wet paper.
Multim. Tools Appl., 2015

Exponential Natural Particle Filter.
CoRR, 2015

Dynamics of the HPA axis and inflammatory cytokines: Insights from mathematical modeling.
Comput. Biol. Medicine, 2015

A Generative Model for Extracting Parallel Fragments from Comparable Documents.
Proceedings of the Eighth Workshop on Building and Using Comparable Corpora, 2015

2014
A new steganography method which preserves histogram: Generalization of LSB<sup>++</sup>.
Inf. Sci., 2014

Crowd Density Estimation for Outdoor Environments.
Proceedings of the 8th International Conference on Bio-inspired Information and Communications Technologies, 2014

2013
High-capacity method for hiding data in the discrete cosine transform domain.
J. Electronic Imaging, 2013

Adaptive image steganography using contourlet transform.
J. Electronic Imaging, 2013

Offline text-independent writer identification using codebook and efficient code extraction methods.
Image Vis. Comput., 2013

2012
A competitive clustering particle swarm optimizer for dynamic optimization problems.
Swarm Intell., 2012

Adaptive method for hiding data in images.
J. Electronic Imaging, 2012

Camera selection without location information: A topological approach.
Proceedings of the 2012 IEEE Symposium on Computers and Communications, 2012

2011
A new active contour model based on the Conscience, Archiving and Mean-Movement mechanisms and the SOM.
Pattern Recognit. Lett., 2011

Continuous state/action reinforcement learning: A growing self-organizing map approach.
Neurocomputing, 2011

A novel particle swarm optimization algorithm with adaptive inertia weight.
Appl. Soft Comput., 2011

2010
Learning Translation Invariant Kernels for Classification.
J. Mach. Learn. Res., 2010

Model-based human gait recognition using leg and arm movements.
Eng. Appl. Artif. Intell., 2010

Adaptation of sampling in target tracking sensor networks.
Proceedings of the IEEE International Conference on Wireless Communications, 2010

An Efficient Method for Offline Text Independent Writer Identification.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A new SOM-based active contour model using conscience and archiving mechanisms.
Proceedings of the 11th International Conference on Control, 2010

2009
An improved time-adaptive self-organizing map for high-speed shape modeling.
Pattern Recognit., 2009

Information Maximization in a Linear Manifold Topographic Map.
Neural Process. Lett., 2009

Linear manifold topographic map formation based on an energy function with on-line adaptation rules.
Neurocomputing, 2009

Omnidirectional edge detection.
Comput. Vis. Image Underst., 2009

Optimal matching by the transiently chaotic neural network.
Appl. Soft Comput., 2009

Batch linear manifold topographic map with regional dimensionality estimation.
Proceedings of the International Joint Conference on Neural Networks, 2009

Palmprint Verification Using Circular Gabor Filter.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

2008
Human eye sclera detection and tracking using a modified time-adaptive self-organizing map.
Pattern Recognit., 2008

Finding the differential characteristics of block ciphers with neural networks.
Inf. Sci., 2008

Evaluating the performance of DNPSO in dynamic environments.
Proceedings of the IEEE International Conference on Systems, 2008

DNPSO: A Dynamic Niching Particle Swarm Optimizer for multi-modal optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
Joint Entropy Maximization in the Kernel-Based Linear Manifold Topographic Map.
Proceedings of the International Joint Conference on Neural Networks, 2007

NEFRL: A New Neuro-Fuzzy System for Episodic Reinforcement Learning Tasks.
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007

A Neural Network String Matcher.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

2005
Unsupervised learning of synaptic delays based on learning automata in an RBF-like network of spiking neurons for data clustering.
Neurocomputing, 2005

TASOM-based lip tracking using the color and geometry of the face.
Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005

Human eye inner boundary detection using a modified time adaptive self-organizing map.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
Digital Watermarking on Still Images Using Wavelet Transform.
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

A Novel DCT-based Approach for Secure Color Image Watermarking.
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

IRIS Recognition Method Using Random Texture Analysis.
Proceedings of the ICVGIP 2004, 2004

2003
TASOM: a new time adaptive self-organizing map.
IEEE Trans. Syst. Man Cybern. Part B, 2003

A TASOM-based algorithm for active contour modeling.
Pattern Recognit. Lett., 2003

2002
Automatic Multilevel Thresholding for Image Segmentation by the Growing Time Adaptive Self-Organizing Map.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

2001
TAPCA: time adaptive self-organizing maps for adaptive principal components analysis.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
TASOM: The Time Adaptive Self-Organizing Map.
Proceedings of the 2000 International Symposium on Information Technology (ITCC 2000), 2000

Document Skew Detection Using Minimum-Area Bounding Rectangle.
Proceedings of the 2000 International Symposium on Information Technology (ITCC 2000), 2000

Pattern classification by the time adaptive self-organizing map.
Proceedings of the 2000 7th IEEE International Conference on Electronics, 2000

1982
Computer Vision Techniques for Industrial Applications and Robot Control.
Computer, 1982


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