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ORCIDRachid Hedjam
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2020 – today
- 2025
[j20]Othmane Bazine, Omar Rai, Oussama Aiadi, Rachid Hedjam, Belal Khaldi, Guoqiang Zhong:
Convolutional Cross-Modal Autoencoder-Based Few-Shot Learning for Data Augmentation with Application to Alzheimer Dementia Diagnosis. Cogn. Comput. 17(1): 34 (2025)- [j19]Mebarka Allaoui
, Samir Brahim Belhaouari, Rachid Hedjam, Khadra Bouanane, Mohammed Lamine Kherfi:
t-SNE-PSO: Optimizing t-SNE using particle swarm optimization. Expert Syst. Appl. 269: 126398 (2025) - 2024
- [j18]Khadra Bouanane, Basma Dokkar, Mebarka Allaoui, Bouthayna Meddour, Mohammed Lamine Kherfi, Rachid Hedjam:
Behaviors of first-order optimizers in the context of sparse data and sparse models: A comparative study. Digit. Signal Process. 153: 104637 (2024) - [c18]Shaowei Qu, Rachid Hedjam, Zhimin Wang, Yongjian Gu, Lifan Yao, Haitao Li, Guoqiang Zhong:
SW-CAM: Class Activation Map with Feature Map Selection and Weight Modification. CVIPPR 2024: 53 - 2023
- [j17]Yahya Al Sawafi, Abderezak Touzene, Rachid Hedjam:
Hybrid Deep Learning-Based Intrusion Detection System for RPL IoT Networks. J. Sens. Actuator Networks 12(2): 21 (2023) - 2022
- [j16]Seyed Mohammad Jafar Jalali, Milad Ahmadian, Sajad Ahmadian, Rachid Hedjam, Abbas Khosravi, Saeid Nahavandi:
X-ray image based COVID-19 detection using evolutionary deep learning approach. Expert Syst. Appl. 201: 116942 (2022) - [j15]Qingyang Li, Guoqiang Zhong, Cui Xie, Rachid Hedjam:
Weak Edge Identification Network for Ocean Front Detection. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [i6]Rachid Hedjam, Abdelhamid Abdesselam, Abderrahmane Rahiche, Mohamed Cheriet:
Non-Negative Matrix Factorization with Scale Data Structure Preservation. CoRR abs/2209.10881 (2022) - [i5]Rachid Hedjam, Abdelhamid Abdesselam, Seyed Mohammad Jafar Jalali, Imran Khan, Samir Brahim Belhaouari:
Supervised Class-pairwise NMF for Data Representation and Classification. CoRR abs/2209.13831 (2022) - 2021
- [j14]Younis Al-Anqoudi, Abdullah Al-Hamdani, Mohammed Al-Badawi, Rachid Hedjam:
Using Machine Learning in Business Process Re-Engineering. Big Data Cogn. Comput. 5(4): 61 (2021) - [j13]Imran Khan, Zongwei Luo, Abdul Khalique Shaikh, Rachid Hedjam:
Ensemble clustering using extended fuzzy k-means for cancer data analysis. Expert Syst. Appl. 172: 114622 (2021) - [j12]Rachid Hedjam, Abdelhamid Abdesselam, Farid Melgani:
NMF with feature relationship preservation penalty term for clustering problems. Pattern Recognit. 112: 107814 (2021) - 2020
- [j11]Rachid Hedjam, Abdelhamid Abdesselam, Farid Melgani:
Change Detection in Unlabeled Optical Remote Sensing Data Using Siamese CNN. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 4178-4187 (2020) - [c17]Hajar Saif Alsaadi, Rachid Hedjam, Abderezak Touzene, Abdelhamid Abdessalem:
Fast Binary Network Intrusion Detection based on Matched Filter Optimization. ICIoT 2020: 195-199
2010 – 2019
- 2019
- [j10]Abdenour Sehad, Youcef Chibani, Rachid Hedjam, Mohamed Cheriet:
Gabor filter-based texture for ancient degraded document image binarization. Pattern Anal. Appl. 22(1): 1-22 (2019) - [c16]Arunadevi Karuppasamy, Abdelhamid Abdessalem, Rachid Hedjam, Hamza M. Zidoum:
Investigating Existing Techniques for Designing Convolutional Neural Network Filters. ICCCNT 2019: 1-7 - [c15]Rachid Hedjam, Abdelhamid Abdesselam, Farid Melgani:
Change Detection from Unlabeled Remote Sensing Images Using SIAMESE ANN. IGARSS 2019: 1530-1533 - [c14]Seyed Mohammad Jafar Jalali, Abbas Khosravi, Parham M. Kebria, Rachid Hedjam, Saeid Nahavandi:
Autonomous Robot Navigation System Using the Evolutionary Multi-Verse optimizer Algorithm. SMC 2019: 1221-1226 - 2017
- [j9]Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet:
CorrC2G: Color to Gray Conversion by Correlation. IEEE Signal Process. Lett. 24(11): 1651-1655 (2017) - [c13]Sherif Abuelwafa, Mohamed Mhiri, Rachid Hedjam, Sara Zhalehpour, Andrew Piper, Chad Wellmon, Mohamed Cheriet:
Feature Learning for Footnote-Based Document Image Classification. ICIAR 2017: 643-650 - [c12]Ana Carolina Riekstin, Rachid Hedjam, Thomas Dandres, Mohamed Cheriet:
Statistical-based method to determine the best hour of the day regarding GHG emissions for a smart home appliance. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-8 - 2016
- [j8]Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet:
Mean Deviation Similarity Index: Efficient and Reliable Full-Reference Image Quality Evaluator. IEEE Access 4: 5579-5590 (2016) - [j7]Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet:
MUG: A Parameterless No-Reference JPEG Quality Evaluator Robust to Block Size and Misalignment. IEEE Signal Process. Lett. 23(11): 1577-1581 (2016) - [j6]Rachid Hedjam, Margaret Kalacska, Max Mignotte, Hossein Ziaei Nafchi, Mohamed Cheriet:
Iterative Classifiers Combination Model for Change Detection in Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 54(12): 6997-7008 (2016) - [i4]Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet:
Mean Deviation Similarity Index: Efficient and Reliable Full-Reference Image Quality Evaluator. CoRR abs/1608.07433 (2016) - [i3]Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet:
MUG: A Parameterless No-Reference JPEG Quality Evaluator Robust to Block Size and Misalignment. CoRR abs/1609.03461 (2016) - 2015
- [j5]Rachid Hedjam, Hossein Ziaei Nafchi, Margaret Kalacska, Mohamed Cheriet:
Influence of Color-to-Gray Conversion on the Performance of Document Image Binarization: Toward a Novel Optimization Problem. IEEE Trans. Image Process. 24(11): 3637-3651 (2015) - [c11]Rachid Hedjam, Hossein Ziaei Nafchi, Reza Farrahi Moghaddam, Margaret Kalacska, Mohamed Cheriet:
ICDAR 2015 contest on MultiSpectral Text Extraction (MS-TEx 2015). ICDAR 2015: 1181-1185 - [c10]Abdenour Sehad, Youcef Chibani, Rachid Hedjam, Mohamed Cheriet:
LBP-based degraded document image binarization. IPTA 2015: 213-217 - [i2]Hossein Ziaei Nafchi, Rachid Hedjam, Atena Shahkolaei, Mohamed Cheriet:
Deviation Based Pooling Strategies For Full Reference Image Quality Assessment. CoRR abs/1504.06786 (2015) - 2014
- [c9]Rachid Hedjam, Mohamed Cheriet, Margaret Kalacska:
Constrained Energy Maximization and Self-Referencing Method for Invisible Ink Detection from Multispectral Historical Document Images. ICPR 2014: 3026-3031 - 2013
- [j4]Mohamed Cheriet, Reza Farrahi Moghaddam, Rachid Hedjam:
A learning framework for the optimization and automation of document binarization methods. Comput. Vis. Image Underst. 117(3): 269-280 (2013) - [j3]Rachid Hedjam, Mohamed Cheriet:
Historical document image restoration using multispectral imaging system. Pattern Recognit. 46(8): 2297-2312 (2013) - [c8]Rachid Hedjam, Mohamed Cheriet:
Ground-Truth Estimation in Multispectral Representation Space: Application to Degraded Document Image Binarization. ICDAR 2013: 190-194 - [i1]Reza Farrahi Moghaddam, Shaohua Chen, Rachid Hedjam, Mohamed Cheriet:
A maximal-information color to gray conversion method for document images: Toward an optimal grayscale representation for document image binarization. CoRR abs/1306.6058 (2013) - 2012
- [j2]Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet:
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. 45(8): 3045 (2012) - [c7]Rachid Hedjam, Mohamed Cheriet:
Hyperspectral band selection based on graph clustering. ISSPA 2012: 813-817 - 2011
- [j1]Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet:
A spatially adaptive statistical method for the binarization of historical manuscripts and degraded document images. Pattern Recognit. 44(9): 2184-2196 (2011) - [c6]Rachid Hedjam, Mohamed Cheriet:
Combining statistical and geometrical classifiers for text extraction in multispectral document images. HIP@ICDAR 2011: 98-105 - [c5]Rachid Hedjam, Mohamed Cheriet:
Novel Data Representation for Text Extraction from Multispectral Historical Document Images. ICDAR 2011: 172-176 - 2010
- [c4]Rachid Hedjam, Mohamed Cheriet:
Segmentation-based document image denoising. EUVIP 2010: 61-65 - [c3]Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet:
Text extraction from degraded document images. EUVIP 2010: 247-252
2000 – 2009
- 2009
- [c2]Rachid Hedjam, Max Mignotte:
A hierarchical graph-based markovian clustering approach for the unsupervised segmentation of textured color images. ICIP 2009: 1365-1368 - [c1]Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet:
Markovian clustering for the non-local means image denoising. ICIP 2009: 3877-3880
Coauthor Index
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