Rachid Hedjam

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 24

Top Topics

Negative Matrix Factorization

Image Binarization

Top Venues

IEEE Signal Process. Lett.

Expert Syst. Appl.

Publications

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)
Khadra Bouanane, Basma Dokkar, Mbarka 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 (2024)
Yahya Al Sawafi, Abderezak Touzene, Rachid Hedjam
Hybrid Deep Learning-Based Intrusion Detection System for RPL IoT Networks. J. Sens. Actuator Networks 12 (2) (2023)
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 (2022)
Qingyang Li, Guoqiang Zhong, Cui Xie, Rachid Hedjam
Weak Edge Identification Network for Ocean Front Detection. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Rachid Hedjam, Abdelhamid Abdesselam, Seyed Mohammad Jafar Jalali, Imran Khan, Samir Brahim Belhaouari
Supervised Class-pairwise NMF for Data Representation and Classification. CoRR (2022)
Rachid Hedjam, Abdelhamid Abdesselam, Abderrahmane Rahiche, Mohamed Cheriet
Non-Negative Matrix Factorization with Scale Data Structure Preservation. CoRR (2022)
Imran Khan, Zongwei Luo, Abdul Khalique Shaikh, Rachid Hedjam
Ensemble clustering using extended fuzzy k-means for cancer data analysis. Expert Syst. Appl. 172 (2021)
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) (2021)
Rachid Hedjam, Abdelhamid Abdesselam, Farid Melgani
NMF with feature relationship preservation penalty term for clustering problems. Pattern Recognit. 112 (2021)
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 (2020)
Hajar Saif Alsaadi, Rachid Hedjam, Abderezak Touzene, Abdelhamid Abdessalem
Fast Binary Network Intrusion Detection based on Matched Filter Optimization. ICIoT (2020)
Rachid Hedjam, Abdelhamid Abdesselam, Farid Melgani
Change Detection from Unlabeled Remote Sensing Images Using SIAMESE ANN. IGARSS (2019)
Arunadevi Karuppasamy, Abdelhamid Abdessalem, Rachid Hedjam, Hamza M. Zidoum
Investigating Existing Techniques for Designing Convolutional Neural Network Filters. ICCCNT (2019)
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)
Abdenour Sehad, Youcef Chibani, Rachid Hedjam, Mohamed Cheriet
Gabor filter-based texture for ancient degraded document image binarization. Pattern Anal. Appl. 22 (1) (2019)
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)
Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet
CorrC2G: Color to Gray Conversion by Correlation. IEEE Signal Process. Lett. 24 (11) (2017)
Sherif Abuelwafa, Mohamed Mhiri, Rachid Hedjam, Sara Zhalehpour, Andrew Piper, Chad Wellmon, Mohamed Cheriet
Feature Learning for Footnote-Based Document Image Classification. ICIAR (2017)
Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet
MUG: A Parameterless No-Reference JPEG Quality Evaluator Robust to Block Size and Misalignment. CoRR (2016)
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) (2016)
Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet
Mean Deviation Similarity Index: Efficient and Reliable Full-Reference Image Quality Evaluator. IEEE Access 4 (2016)
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) (2016)
Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet
Mean Deviation Similarity Index: Efficient and Reliable Full-Reference Image Quality Evaluator. CoRR (2016)
Abdenour Sehad, Youcef Chibani, Rachid Hedjam, Mohamed Cheriet
LBP-based degraded document image binarization. IPTA (2015)
Rachid Hedjam, Hossein Ziaei Nafchi, Reza Farrahi Moghaddam, Margaret Kalacska, Mohamed Cheriet
ICDAR 2015 contest on MultiSpectral Text Extraction (MS-TEx 2015). ICDAR (2015)
Hossein Ziaei Nafchi, Rachid Hedjam, Atena Shahkolaei, Mohamed Cheriet
Deviation Based Pooling Strategies For Full Reference Image Quality Assessment. CoRR (2015)
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) (2015)
Rachid Hedjam, Mohamed Cheriet, Margaret Kalacska
Constrained Energy Maximization and Self-Referencing Method for Invisible Ink Detection from Multispectral Historical Document Images. ICPR (2014)
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 (2013)
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) (2013)
Rachid Hedjam, Mohamed Cheriet
Ground-Truth Estimation in Multispectral Representation Space: Application to Degraded Document Image Binarization. ICDAR (2013)
Rachid Hedjam, Mohamed Cheriet
Historical document image restoration using multispectral imaging system. Pattern Recognit. 46 (8) (2013)
Rachid Hedjam, Mohamed Cheriet
Hyperspectral band selection based on graph clustering. ISSPA (2012)
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) (2012)
Rachid Hedjam, Mohamed Cheriet
Novel Data Representation for Text Extraction from Multispectral Historical Document Images. ICDAR (2011)
Rachid Hedjam, Mohamed Cheriet
Combining statistical and geometrical classifiers for text extraction in multispectral document images. HIP@ICDAR (2011)
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) (2011)
Rachid Hedjam, Mohamed Cheriet
Segmentation-based document image denoising. EUVIP (2010)
Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet
Text extraction from degraded document images. EUVIP (2010)
Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet
Markovian clustering for the non-local means image denoising. ICIP (2009)
Rachid Hedjam, Max Mignotte
A hierarchical graph-based markovian clustering approach for the unsupervised segmentation of textured color images. ICIP (2009)