Djamel Gaceb

According to our database, Djamel Gaceb authored at least 30 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Two-Stage Approach for Semantic Image Segmentation of Breast Cancer: Deep Learning and Mass Detection in Mammographic Images.

Fayçal Touazi, Djamel Gaceb, Marouane Chirane, Selma Hrzallah

Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023

New CNN Stacking Model for Classification of Medical Imaging Modalities and Anatomical Organs on Medical Images.

Mamar Khaled, Djamel Gaceb, Fayçal Touazi, Chakib Ammar Aouchiche, Youcef Bellouche, Ayoub Titoun

Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023

2022

Offline Arabic handwritten character recognition: from conventional machine learning system to deep learning approaches.

Soumia Faouci, Djamel Gaceb, Mohammed Haddad

Int. J. Comput. Sci. Eng., 2022

Progressive and Combined Deep Transfer Learning for pneumonia diagnosis in chest X-ray images.

Mamar Khaled, Djamel Gaceb, Fayçal Touazi, Ahmed Otsmane, Farouk Boutoutaou

Proceedings of the 5th International Conference on Informatics & Data-Driven Medicine, Lyon, France, November 18, 2022

A Progressive Deep Transfer Learning for the Diagnosis of Alzheimer's Disease on Brain MRI Images.

Norelhouda Laribi, Djamel Gaceb, Akram Benmira, Sara Bakiri, Amira Tadrist, Abdellah Rezoug, Ayoub Titoun, Fayçal Touazi

Proceedings of the Artificial Intelligence: Theories and Applications, 2022

Bi-ESRGAN: A New Approach of Document Image Super-Resolution Based on Dual Deep Transfer Learning.

Zakia Kezzoula, Djamel Gaceb, Zineddine Akli, Abdelouaheb Kahouli, Ayoub Titoun, Fayçal Touazi

Proceedings of the Artificial Intelligence: Theories and Applications, 2022

2020

A fast high precision skew angle estimation of digitized documents.

Merouane Chettat, Djamel Gaceb, Soumia Belhadi

Int. Arab J. Inf. Technol., 2020

Fast I2SDBSCAN Based on Integral Volume of 3D Histogram: Application to Color Layer Separation in Document Images.

Zakia Kezzoula, Djamel Gaceb

Proceedings of the Innovative Systems for Intelligent Health Informatics, 2020

Document Image Edge Detection Based on a Local Hysteresis Thresholding and Automatic Setting Using PSO.

Mohamed Benkhettou, Nibel Nadjeh, Djamel Gaceb

Proceedings of the Innovative Systems for Intelligent Health Informatics, 2020

A Comparison of CNN and Conventional Descriptors for Word Spotting Approach: Application to Handwritten Document Image Retrieval.

Ryma Benabdelaziz, Djamel Gaceb, Mohammed Haddad

Proceedings of the Innovative Systems for Intelligent Health Informatics, 2020

2019

Word Spotting Based on Bispace Similarity for Visual Information Retrieval in Handwritten Document Images.

Ryma Benabdelaziz, Djamel Gaceb, Mohammed Haddad

Int. J. Comput. Vis. Image Process., 2019

2018

Recognition of handwritten characters based on wavelet transform and SVM classifier.

Malika Ait Aider, Kamal Hammouche, Djamel Gaceb

Int. Arab J. Inf. Technol., 2018

Neural Approach for the Magnification of Low-Resolution Document Images.

Zakia Kezzoula, Soumia Faouci, Djamel Gaceb

Proceedings of the 15th IEEE/ACS International Conference on Computer Systems and Applications, 2018

2017

Generic filtering and removing artefacts from document images using unsupervised PSO optimisation.

Aicha Eutamene, Djamel Gaceb, Hacene Belhadef

Int. J. Metaheuristics, 2017

A Dual PSO-Adaptive Mean Shift for Preprocessing Optimization on Degraded Document Images.

Aicha Eutamene, Mohamed-Khireddine Kholladi, Djamel Gaceb, Hacene Belhadef

Int. J. Appl. Metaheuristic Comput., 2017

2014

Classification of business documents for real-time application.

Djamel Gaceb, Véronique Eglin, Frank Lebourgeois

J. Real Time Image Process., 2014

2013

A new mixed binarization method used in a real time application of automatic business document and postal mail sorting.

Djamel Gaceb, Véronique Eglin, Frank Lebourgeois

Int. Arab J. Inf. Technol., 2013

Fast Integral MeanShift: Application to Color Segmentation of Document Images.

Frank Lebourgeois, Fadoua Drira, Djamel Gaceb, Jean Duong

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Adaptative Smart-Binarization Method: For Images of Business Documents.

Djamel Gaceb, Frank Lebourgeois, Jean Duong

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

2012

Unsupervised categorization method of graphemes on handwritten manuscripts: application to style recognition.

Hani Daher, Djamel Gaceb, Véronique Eglin, Stéphane Bres, Nicole Vincent

Proceedings of the Document Recognition and Retrieval XIX, 2012

2011

Outils d'analyse de la dynamique des écritures médiévales. Pour l'aide à l'expertise paléographique.

Véronique Eglin, Djamel Gaceb, Hani Daher, Stéphane Bres, Nicole Vincent

Document Numérique, 2011

2010

Ancient Handwritings Decomposition Into Graphemes and Codebook Generation Based on Graph Coloring.

Hani Daher, Djamel Gaceb, Véronique Eglin, Stéphane Bres, Nicole Vincent

Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

2009

Robust approach of address block localization in business mail by graph coloring.

Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz

Int. Arab J. Inf. Technol., 2009

Graph b-Coloring for Automatic Recognition of Documents.

Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008

Improvement of postal mail sorting system.

Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz

Int. J. Document Anal. Recognit., 2008

Application of graph coloring in physical layout segmentation.

Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Address block localization based on graph theory.

Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz

Proceedings of the Document Recognition and Retrieval XV, 2008

Physical Layout Segmentation of Mail Application Dedicated to Automatic Postal Sorting System.

Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz

Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

2007

A New Pyramidal Approach for the Address Block Location Based on Hierarchical Graph Coloring.

Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz

Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

2006

Handwriting Similarities as Features for the Characterization of Writer's Style Invariants and Image Compression.

Djamel Gaceb, Véronique Eglin, Stéphane Bres, Hubert Emptoz

Proceedings of the Image Analysis and Recognition, Third International Conference, 2006