Djamel Gaceb

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 15

Top Topics

Transfer Learning

Visual Information Retrieval

Handwritten Character Recognition

Top Venues

Int. Arab J. Inf. Technol.

Publications

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)
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)
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) (2022)
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)
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)
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)
Zakia Kezzoula, Djamel Gaceb
Fast I2SDBSCAN Based on Integral Volume of 3D Histogram: Application to Color Layer Separation in Document Images. IRICT (2020)
Merouane Chettat, Djamel Gaceb, Soumia Belhadi
A fast high precision skew angle estimation of digitized documents. Int. Arab J. Inf. Technol. 17 (5) (2020)
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)
Mohamed Benkhettou, Nibel Nadjeh, Djamel Gaceb
Document Image Edge Detection Based on a Local Hysteresis Thresholding and Automatic Setting Using PSO. IRICT (2020)
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) (2019)
Zakia Kezzoula, Soumia Faouci, Djamel Gaceb
Neural Approach for the Magnification of Low-Resolution Document Images. AICCSA (2018)
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) (2018)
Aicha Eutamene, Djamel Gaceb, Hacene Belhadef
Generic filtering and removing artefacts from document images using unsupervised PSO optimisation. Int. J. Metaheuristics 6 (1/2) (2017)
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) (2017)
Djamel Gaceb, Véronique Eglin, Frank Lebourgeois
Classification of business documents for real-time application. J. Real Time Image Process. 9 (2) (2014)
Djamel Gaceb, Frank Lebourgeois, Jean Duong
Adaptative Smart-Binarization Method: For Images of Business Documents. ICDAR (2013)
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) (2013)
Frank Lebourgeois, Fadoua Drira, Djamel Gaceb, Jean Duong
Fast Integral MeanShift: Application to Color Segmentation of Document Images. ICDAR (2013)
Hani Daher, Djamel Gaceb, Véronique Eglin, Stéphane Bres, Nicole Vincent
Unsupervised categorization method of graphemes on handwritten manuscripts: application to style recognition. DRR (2012)
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) (2011)
Hani Daher, Djamel Gaceb, Véronique Eglin, Stéphane Bres, Nicole Vincent
Ancient Handwritings Decomposition Into Graphemes and Codebook Generation Based on Graph Coloring. ICFHR (2010)
Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz
Graph b-Coloring for Automatic Recognition of Documents. ICDAR (2009)
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) (2009)
Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz
Application of graph coloring in physical layout segmentation. ICPR (2008)
Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz
Physical Layout Segmentation of Mail Application Dedicated to Automatic Postal Sorting System. Document Analysis Systems (2008)
Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz
Address block localization based on graph theory. DRR (2008)
Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz
Improvement of postal mail sorting system. Int. J. Document Anal. Recognit. 11 (2) (2008)
Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz
A New Pyramidal Approach for the Address Block Location Based on Hierarchical Graph Coloring. ICIAR (2007)
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)