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2020 – today
- 2024
[c21]Fayçal Touazi, Djamel Gaceb, Chaima Belkadi, Besma Loubar:
A Self-Supervised Learning Approach for Detecting Brca Mutations in Breast Cancer Histopathological Images. IDDM 2024: 183-195- [c20]Norelhouda Laribi, Djamel Gaceb, Fayçal Touazi, Abdellah Rezoug, Abdelmoumen Sahad, Massine Omar Reggai:
Ensemble Deep Learning of CNN vs Vision Transformers for Brain Lesion Classification on MRI Images. IDDM 2024: 203-219 - 2023
- [c19]Fayçal Touazi, Djamel Gaceb, Marouane Chirane, Selma Hrzallah:
Two-Stage Approach for Semantic Image Segmentation of Breast Cancer: Deep Learning and Mass Detection in Mammographic Images. IDDM 2023: 62-76 - [c18]Mamar Khaled, Djamel Gaceb, Fayçal Touazi, Chakib Ammar Aouchiche, Youcef Bellouche, Ayoub Titoun:
New CNN Stacking Model for Classification of Medical Imaging Modalities and Anatomical Organs on Medical Images. IDDM 2023: 174-188 - 2022
- [j11]Soumia Faouci, Djamel Gaceb, Mohammed Haddad:
Offline Arabic handwritten character recognition: from conventional machine learning system to deep learning approaches. Int. J. Comput. Sci. Eng. 25(4): 385-398 (2022) - [c17]Norelhouda Laribi, Djamel Gaceb, Akram Benmira, Sara Bakiri, Amira Tadrist, Abdellah Rezoug, Ayoub Titoun, Fayçal Touazi
:
A Progressive Deep Transfer Learning for the Diagnosis of Alzheimer's Disease on Brain MRI Images. ICAITA 2022: 65-78 - [c16]Zakia Kezzoula, Djamel Gaceb, Zineddine Akli, Abdelouaheb Kahouli, Ayoub Titoun, Fayçal Touazi:
Bi-ESRGAN: A New Approach of Document Image Super-Resolution Based on Dual Deep Transfer Learning. ICAITA 2022: 110-122 - [c15]Mamar Khaled, Djamel Gaceb, Fayçal Touazi, Ahmed Otsmane, Farouk Boutoutaou:
Progressive and Combined Deep Transfer Learning for pneumonia diagnosis in chest X-ray images. IDDM 2022: 160-173 - 2020
- [j10]Merouane Chettat, Djamel Gaceb, Soumia Belhadi:
A fast high precision skew angle estimation of digitized documents. Int. Arab J. Inf. Technol. 17(5): 825-831 (2020) - [c14]Ryma Benabdelaziz, Djamel Gaceb, Mohammed Haddad:
A Comparison of CNN and Conventional Descriptors for Word Spotting Approach: Application to Handwritten Document Image Retrieval. IRICT 2020: 1115-1126 - [c13]Mohamed Benkhettou, Nibel Nadjeh, Djamel Gaceb:
Document Image Edge Detection Based on a Local Hysteresis Thresholding and Automatic Setting Using PSO. IRICT 2020: 1139-1150 - [c12]Zakia Kezzoula, Djamel Gaceb:
Fast I2SDBSCAN Based on Integral Volume of 3D Histogram: Application to Color Layer Separation in Document Images. IRICT 2020: 1151-1163
2010 – 2019
- 2019
- [j9]Ryma Benabdelaziz, Djamel Gaceb, Mohammed Haddad:
Word Spotting Based on Bispace Similarity for Visual Information Retrieval in Handwritten Document Images. Int. J. Comput. Vis. Image Process. 9(3): 38-58 (2019) - 2018
- [j8]Malika Ait Aider, Kamal Hammouche, Djamel Gaceb:
Recognition of handwritten characters based on wavelet transform and SVM classifier. Int. Arab J. Inf. Technol. 15(6): 1082-1087 (2018) - [c11]Zakia Kezzoula, Soumia Faouci, Djamel Gaceb:
Neural Approach for the Magnification of Low-Resolution Document Images. AICCSA 2018: 1-8 - 2017
- [j7]Aicha Eutamene, Mohamed-Khireddine Kholladi, Djamel Gaceb, Hacene Belhadef:
A Dual PSO-Adaptive Mean Shift for Preprocessing Optimization on Degraded Document Images. Int. J. Appl. Metaheuristic Comput. 8(1): 61-76 (2017) - [j6]Aicha Eutamene, Djamel Gaceb, Hacene Belhadef:
Generic filtering and removing artefacts from document images using unsupervised PSO optimisation. Int. J. Metaheuristics 6(1/2): 55-84 (2017) - 2014
- [j5]Djamel Gaceb, Véronique Eglin, Frank Lebourgeois:
Classification of business documents for real-time application. J. Real Time Image Process. 9(2): 329-345 (2014) - 2013
- [j4]Djamel Gaceb, Véronique Eglin, Frank Lebourgeois:
A new mixed binarization method used in a real time application of automatic business document and postal mail sorting. Int. Arab J. Inf. Technol. 10(2): 179-188 (2013) - [c10]Frank Lebourgeois, Fadoua Drira, Djamel Gaceb, Jean Duong:
Fast Integral MeanShift: Application to Color Segmentation of Document Images. ICDAR 2013: 52-56 - [c9]Djamel Gaceb, Frank Lebourgeois, Jean Duong:
Adaptative Smart-Binarization Method: For Images of Business Documents. ICDAR 2013: 118-122 - 2012
- [c8]Hani Daher, Djamel Gaceb, Véronique Eglin, Stéphane Bres, Nicole Vincent:
Unsupervised categorization method of graphemes on handwritten manuscripts: application to style recognition. DRR 2012: 82970W - 2011
- [j3]Véronique Eglin, Djamel Gaceb, Hani Daher, Stéphane Bres, Nicole Vincent:
Outils d'analyse de la dynamique des écritures médiévales. Pour l'aide à l'expertise paléographique. Document Numérique 14(1): 81-104 (2011) - 2010
- [c7]Hani Daher, Djamel Gaceb, Véronique Eglin, Stéphane Bres, Nicole Vincent:
Ancient Handwritings Decomposition Into Graphemes and Codebook Generation Based on Graph Coloring. ICFHR 2010: 119-124
2000 – 2009
- 2009
- [j2]Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz:
Robust approach of address block localization in business mail by graph coloring. Int. Arab J. Inf. Technol. 6(3): 221-229 (2009) - [c6]Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz:
Graph b-Coloring for Automatic Recognition of Documents. ICDAR 2009: 261-265 - 2008
- [j1]Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz:
Improvement of postal mail sorting system. Int. J. Document Anal. Recognit. 11(2): 67-80 (2008) - [c5]Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz:
Physical Layout Segmentation of Mail Application Dedicated to Automatic Postal Sorting System. Document Analysis Systems 2008: 408-414 - [c4]Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz:
Address block localization based on graph theory. DRR 2008: 68150J - [c3]Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz:
Application of graph coloring in physical layout segmentation. ICPR 2008: 1-4 - 2007
- [c2]Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz:
A New Pyramidal Approach for the Address Block Location Based on Hierarchical Graph Coloring. ICIAR 2007: 1276-1288 - 2006
- [c1]Djamel Gaceb, Véronique Eglin, Stéphane Bres, Hubert Emptoz:
Handwriting Similarities as Features for the Characterization of Writer's Style Invariants and Image Compression. ICIAR (2) 2006: 776-789
Coauthor Index
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