Rachid Hedjam

Orcid: 0000-0002-9065-9591

According to our database1, Rachid Hedjam authored at least 38 papers between 2009 and 2023.

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

Timeline

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Bibliography

2023
Hybrid Deep Learning-Based Intrusion Detection System for RPL IoT Networks.
J. Sens. Actuator Networks, April, 2023

2022
Weak Edge Identification Network for Ocean Front Detection.
IEEE Geosci. Remote. Sens. Lett., 2022

X-ray image based COVID-19 detection using evolutionary deep learning approach.
Expert Syst. Appl., 2022

Supervised Class-pairwise NMF for Data Representation and Classification.
CoRR, 2022

Non-Negative Matrix Factorization with Scale Data Structure Preservation.
CoRR, 2022

2021
NMF with feature relationship preservation penalty term for clustering problems.
Pattern Recognit., 2021

Ensemble clustering using extended fuzzy k-means for cancer data analysis.
Expert Syst. Appl., 2021

Using Machine Learning in Business Process Re-Engineering.
Big Data Cogn. Comput., 2021

2020
Change Detection in Unlabeled Optical Remote Sensing Data Using Siamese CNN.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Fast Binary Network Intrusion Detection based on Matched Filter Optimization.
Proceedings of the IEEE International Conference on Informatics, 2020

2019
Gabor filter-based texture for ancient degraded document image binarization.
Pattern Anal. Appl., 2019

Autonomous Robot Navigation System Using the Evolutionary Multi-Verse optimizer Algorithm.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Change Detection from Unlabeled Remote Sensing Images Using SIAMESE ANN.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Investigating Existing Techniques for Designing Convolutional Neural Network Filters.
Proceedings of the 10th International Conference on Computing, 2019

2017
CorrC2G: Color to Gray Conversion by Correlation.
IEEE Signal Process. Lett., 2017

Statistical-based method to determine the best hour of the day regarding GHG emissions for a smart home appliance.
Proceedings of the 2017 IEEE SmartWorld, 2017

Feature Learning for Footnote-Based Document Image Classification.
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

2016
Iterative Classifiers Combination Model for Change Detection in Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2016

MUG: A Parameterless No-Reference JPEG Quality Evaluator Robust to Block Size and Misalignment.
IEEE Signal Process. Lett., 2016

Mean Deviation Similarity Index: Efficient and Reliable Full-Reference Image Quality Evaluator.
IEEE Access, 2016

2015
Influence of Color-to-Gray Conversion on the Performance of Document Image Binarization: Toward a Novel Optimization Problem.
IEEE Trans. Image Process., 2015

Deviation Based Pooling Strategies For Full Reference Image Quality Assessment.
CoRR, 2015

LBP-based degraded document image binarization.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

ICDAR 2015 contest on MultiSpectral Text Extraction (MS-TEx 2015).
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

2014
Constrained Energy Maximization and Self-Referencing Method for Invisible Ink Detection from Multispectral Historical Document Images.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
Historical document image restoration using multispectral imaging system.
Pattern Recognit., 2013

A learning framework for the optimization and automation of document binarization methods.
Comput. Vis. Image Underst., 2013

A maximal-information color to gray conversion method for document images: Toward an optimal grayscale representation for document image binarization.
CoRR, 2013

Ground-Truth Estimation in Multispectral Representation Space: Application to Degraded Document Image Binarization.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

2012
Corrigendum to 'A spatially adaptive statistical method for the binarization of historical manuscripts and degraded document images' [Pattern Recognition 44 (2011) 2184-2196].
Pattern Recognit., 2012

Hyperspectral band selection based on graph clustering.
Proceedings of the 11th International Conference on Information Science, 2012

2011
A spatially adaptive statistical method for the binarization of historical manuscripts and degraded document images.
Pattern Recognit., 2011

Combining statistical and geometrical classifiers for text extraction in multispectral document images.
Proceedings of the 2011 Workshop on Historical Document Imaging and Processing, 2011

Novel Data Representation for Text Extraction from Multispectral Historical Document Images.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

2010
Text extraction from degraded document images.
Proceedings of the 2nd European Workshop on Visual Information Processing, 2010

Segmentation-based document image denoising.
Proceedings of the 2nd European Workshop on Visual Information Processing, 2010

2009
Markovian clustering for the non-local means image denoising.
Proceedings of the International Conference on Image Processing, 2009

A hierarchical graph-based markovian clustering approach for the unsupervised segmentation of textured color images.
Proceedings of the International Conference on Image Processing, 2009


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