2023

  • Abada Lyes, Omar Chouaab Malki, Mohamed Mekkaoui, and Aouat Saliha. "Three-Dimensional Photometric Stereo Reconstruction By shadow Elimination." In International Conference on Advanced Intelligent Systems and Informatics, pp. 473-481. Cham: Springer Nature Switzerland, 2023.
  • Abada Lyes, Hannachi Islam, Laallam Mohamed Wail and Aouat Saliha. "Enhanced three-dimensional reconstruction by photometric stereo". The 5th International Conference on Pattern Analysis and Intelligent Systems (PAIS 2023). IEEE,2023
  • Amirat Anfel, Lamine Benrais, and Baha Nadia. "Towards exploiting believe function theory for object based scene classification problem." Multimedia Tools and Applications (2023): 1-19.
  • Amirat Anfel, Baha Nadia, and Lamine Benrais. "Exploring Pairwise Spatial Relationships for Actions Recognition and Scene Graph Generation." In IFIP International Conference on Artificial Intelligence Applications and Innovations, pp. 381-392. Cham: Springer Nature Switzerland, 2023.
  • BIDA Ikram, and Aouat Saliha. "Efficient bat-inspired block matching algorithm with novel motion energy directional histograms for dynamic texture fast recognition." Multimedia Tools and Applications (2023): 1-21.
  • BIDA Ikram, and Aouat Saliha. "Fast dynamic texture recognition based on block estimation and axial spatio-temporal motion vector components." Signal, Image and Video Processing 17, no. 4 (2023): 1511-1519.
  • Mebtouche Naoual El-Djouher, and Baha Nadia. "Robust UAV detection based on saliency cues and magnified features on thermal images." Multimedia Tools and Applications 82, no. 13 (2023): 20039-20058.
  • Sahnoune Abdelkrim, Dahmani Djamila, Aouat Saliha. ''Enhanced Hybrid Skin Detection method using Multiple 3D Volumes and Threshold Optimization'', ICICT 2024 - International Congress & Excellence Awards
  • Sahnoune Abdelkrim, Dahmani Djamila, Aouat Saliha. ''A Novel Rule-Based Skin Detection Method using Principal Component Analysis-Based Dimensionality Reduction and Individual Contribution on Principal Components''AICCSA – ACS/IEEE, 2023

2022

  • Abada Lyes, and Aouat Saliha. "Improved photometric stereo based on local search." Multimedia Tools and Applications 81.21 (2022): 31181-31195.
  • Abada Lyes, Merouane Bennaceur, Ahmed Abderrahmane Boudjenana, and Aouat Saliha. "Using PSO metaheuristic to solve photometric 3D reconstruction." In 2022 7th International Conference on Image and Signal Processing and their Applications (ISPA), pp. 1-6. IEEE, 2022.
  • Abada Lyes, Aouat Saliha, Roufaida Elfani, and Yesma Hinane Zamoum. "Three-dimensional photometric reconstruction of a single view using machine learning techniques." In 2022 7th International Conference on Image and Signal Processing and their Applications (ISPA), pp. 1-6. IEEE, 2022.
  • Benrais Lamine, and Baha Nadia. "High level visual scene classification using background knowledge of objects." Multimedia Tools and Applications (2022): 1-30.
  • Laiche Nacéra, and Larabi Slimane. "Geometric based histograms for shape representation and retrieval." International Journal of Advanced Intelligence Paradigms 21, no. 3-4 (2022): 348-373.
  • Mebtouche Naoual El-Djouher, Baha Nadia Kaddouri Nadiaassim, Zaghdar Abderrahim, and Redjil Abou Bakr Essadiq. "Improving Thermal Object Detection for Optimized Deep Neural Networks on Embedded Devices." In Artificial Intelligence Doctoral Symposium, pp. 83-94. Singapore: Springer Nature Singapore, 2022.

2021

  • Aouat Saliha, Ait-hammi Idir, and Hamouchene Izem . "A new approach for texture segmentation based on the Gray Level Co-occurrence Matrix." Multimedia Tools and Applications 80 (2021): 24027-24052.
  • BIDA Ikram, and Aouat Saliha. "Swarm Intelligence-based Decision Trees Induction for Classification—A Brief Analysis." In 2020 2nd International Workshop on Human-Centric Smart Environments for Health and Well-being (IHSH), pp. 165-170. IEEE, 2021.
  • Boudani, Fatma Zohra, Nafaa Nacereddine, and Nacera Laiche. "Content-Based Image Retrieval for Surface Defects of Hot Rolled Steel Strip Using Wavelet-Based LBP." In Progress in Artificial Intelligence and Pattern Recognition: 7th International Workshop on Artificial Intelligence and Pattern Recognition, IWAIPR 2021, Havana, Cuba, October 5–7, 2021, Proceedings 7, pp. 404-413. Springer International Publishing, 2021.
  • Bourahla Omar El Farouk, Abderrahmane Mahdi Debbah, Abada Lyes, and Aouat Saliha. "Shape from shading: A non-iterative method using neural networks." In Hybrid Intelligent Systems: 20th International Conference on Hybrid Intelligent Systems (HIS 2020), December 14-16, 2020, pp. 759-768. Springer International Publishing, 2021.
  • Benrais Lamine, and Baha Nadia. "Object-Based Scene Classification Modeled by Hidden Markov Models Architecture." International Journal of Cognitive Informatics and Natural Intelligence (IJCINI) 15, no. 4 (2021): 1-30.

2020

  • Dahmani Djamila, Cheref Mehdi, and Larabi Slimane. "Zero-sum game theory model for segmenting skin regions." Image and Vision Computing 99 (2020): 103925.
  • Dahmani Djamila, Larabi Slimane, Djelouah Sihame, Benhebbadj Nafissa, and Cheref Mehdi. "Melanoma Detection System based on a Game Theory Model." In VISIGRAPP (5: VISAPP), pp. 703-711. 2020.
  • Mebtouche Naoual El-Djouher, and Baha Nadia. "Robust object detection based on deep neural network and saliency features from visible and thermal images." In International Conference on Advanced Intelligent Systems for Sustainable Development, pp. 529-540. Cham: Springer International Publishing, 2020.
  • Merrouche Fairouz, and Baha Nadia. "Fall detection based on shape deformation." Multimedia Tools and Applications 79 (2020): 30489-30508.
  • Merrouche Fairouz, and Baha Nadia. "Fall Detection Depth-Based Using Tilt Angle and Shape Deformation." In Data Analytics in Medicine: Concepts, Methodologies, Tools, and Applications, pp. 726-742. IGI Global, 2020.
  • Sahnoune Abdelkrim, Djamila Dahmani, and Aouat Saliha. "A Rule Based Human Skin Detection Method in CMYK Color Space." In International Symposium on Modelling and Implementation of Complex Systems, pp. 233-247. Cham: Springer International Publishing, 2020.

 

2019

  • BIDA Ikram, and Aouat Saliha. "A new approach based on bat algorithm for inducing optimal decision trees classifiers." In Information Systems and Technologies to Support Learning: Proceedings of EMENA-ISTL 2018 2, pp. 631-640. Springer International Publishing, 2019.
  • BIDA Ikram, and Aouat Saliha. "Dynamic textures segmentation and tracking using optical flow and active contours." In Information Systems and Technologies to Support Learning: Proceedings of EMENA-ISTL 2018 2, pp. 694-704. Springer International Publishing, 2019.
  • BIDA Ikram, and Aouat Saliha. "Motion-Based Analysis of Dynamic Textures–A Survey." In Advances in Computing Systems and Applications: Proceedings of the 3rd Conference on Computing Systems and Applications 3, pp. 182-192. Springer International Publishing, 2019.
  • Dahmani Djamila, Larabi Slimane, and Mehdi Cheref. "Efficient representation of size functions based on moments theory." Multimedia Tools and Applications 78 (2019): 27957-27982.
  • Hamouchene Izem, and Aouat Saliha. "Iris recognition system based on a new combined feature extraction method." International Journal of Advanced Intelligence Paradigms 14, no. 1-2 (2019): 80-106.

2018

  • Merrouche Fairouz, and Baha Nadia. Fall Detection versus Activity Recognition using Hu Moments and HOG Descriptor. PAIS 2018: 1-6 Tebessa Algeria
  • Benrais Lamine, and Baha Nadia. "Towards an accurate and fast computation of discrete Tchebychev moments for binary and grey‐level images." IET Image Processing 12, no. 4 (2018): 605-611.
  • Laiche Nacéra, and Larabi Slimane. "Shape retrieval through normalized B-splines curves." Multimedia Tools and Applications 77 (2018): 13891-13921.
  • Benrais Lamine, and Baha Nadia. "Spatial envelope and background knowledge for scene classification problem." In Proceedings of the 7th International Conference on Software Engineering and New Technologies, pp. 1-7. 2018.
  • Benrais Lamine, and Baha Nadia. "Local Binary Pattern and Tchebychev Moments as a Single Image Discriptor." In 2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS), pp. 1-6. IEEE, 2018.
  • Benrais Lamine, and Baha Nadia. "Image segmentation using clustering methods." In Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016: Volume 2, pp. 129-141. Springer International Publishing, 2018.
  • Mebtouche Naoual El-Djouher, Abdelkrim Boumahdi, and Baha Nadia. "Depth estimation from a single 2D image." In 2018 International Symposium on Programming and Systems (ISPS), pp. 1-6. IEEE, 2018.

2017

  • Abada Lyes, and Aouat Saliha. "Improved shape from shading without initial information." Frontiers of Computer Science 11 (2017): 320-331.
  • Benrais Lamine, and Baha Nadia., Scene Classification Using Hidden Markov Models, Future Technologies Conference 2017,29-30 November 2017,Vancouver, BC, Canada, 2017, saiconference.com/Downloads//FTC2017/Agenda.pdf
  • Hamouchene Izem, and Aouat Saliha. "Rotation-invariant method for texture matching using model-based histograms and GLCM." International Journal of Reasoning-based Intelligent Systems 9, no. 1 (2017): 3-11.
  • Hamouchene Izem, and Aouat Saliha. "A new approach for texture segmentation based on NBP method." Multimedia Tools and Applications 76 (2017): 1921-1940.
  • Lacheheb Hadjer, and Aouat Saliha. "SIMIR: new mean SIFT color multi-clustering image retrieval." Multimedia Tools and Applications 76 (2017): 6333-6354.
  • Benrais Lamine, and Baha Nadia. "Towards a recurrence relationship extraction on Chebyshev Moments calculation." In 2017 International Conference on Mathematics and Information Technology (ICMIT), pp. 294-300. IEEE, 2017.
  • Merrouche Fairouz, and Baha Nadia. "Fall detection using head tracking and centroid movement based on a depth camera." In Proceedings of the International Conference on Computing for Engineering and Sciences, pp. 29-34. 2017.

2016

  • Abada Lyes, and Aouat Saliha. "Enhanced variational approach by fast-marching to recover a 3d shape from shading." In Proceedings of the 20th international database engineering & applications symposium, pp. 156-163. 2016.
  • Abada Lyes, and Aouat Saliha. "Facial shape-from-shading using features detection method." International Journal of Advanced Intelligence Paradigms 8, no. 1 (2016): 3-19.
  • Baha Nadia, and Mouslim Tolba. "A Real-Time Stereo Vision Based Obstacle Detection." In Emerging Trends and Advanced Technologies for Computational Intelligence: Extended and Selected Results from the Science and Information Conference 2015, pp. 347-364. Cham: Springer International Publishing, 2016.
  • Baha Nadia, Beloudah Eden, and Ousmer Mehdi. "Towards a real-time fall detection system using kinect sensor." International Journal of Computer Vision and Image Processing (IJCVIP) 6, no. 1 (2016): 41-58.
  • Benrais Lamine, and Baha Nadia, Image Segmentation Using Clustering Methods, IEEE Technically Co-Sponsored Science and Information Conference SAI 2016, 21-22 September 2016,  London UK    https://www.springerprofessional.de/en/image-segmentation-using-clustering-methods/1422694
  • Benrais Lamine, and Baha Nadia. "Towards a faster image segmentation using the k-means algorithm on grayscale histogram." International Journal of Information Systems in the Service Sector (IJISSS) 8, no. 2 (2016): 57-69.
  • Hamouchene Izem, and Aouat Saliha. "Efficient approach for iris recognition." Signal, Image and Video Processing 10 (2016): 1361-1367.
  • Lacheheb Hadjer, and Aouat Saliha. "A density clustering approach for CBIR system." In 2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA), pp. 1-8. IEEE, 2016.
  • Merrouche Fairouz, and Baha Nadia. "Depth camera based fall detection using human shape and movement." In 2016 IEEE International Conference on Signal and Image Processing (ICSIP), pp. 586-590. IEEE, 2016.

2015

  • Abada Lyes, and Aouat Saliha. "Boundary conditions for Shape from Shading." International Conference on Pattern Analysis and Intelligent Systems (PAIS’15) 2015.
  • Abada Lyes, and Aouat Saliha. "Tabu search to solve the shape from shading ambiguity." International Journal on Artificial Intelligence Tools 24, no. 05 (2015): 1550035.
  • Aouat Saliha. (2015). Indexing Outline Shapes Using Simple Polygons. International Journal of Information Retrieval Research (IJIRR), 5(1), 19-35.
  • Baha Nadia, and Tolba Mouslim. "Towards real-time obstacle detection using stereo images." In 2015 Science and Information Conference (SAI), pp. 672-679. IEEE, 2015.
  • Benrais Lamine, and Baha Nadia.  Towards a Faster Image Segmentation Process Using the K-means Algorithm International Conference of Computing for Engineering and Sciences (ICCES’2015), Istanbul, Turkey, July 29 – August 2, 2015, https://scholar.google.fr/citations?user=X65M72AAAAAJ&hl=fr
  • Betrouni Elkhalil, Melaine Samy, and Aouat Saliha. "A generalized segmentation approach for texture analysis and matching." In 2015 Science and Information Conference (SAI), pp. 704-708. IEEE, 2015.
  • Hamouchene Izem, and Aouat Saliha. "A new rotation-invariant approach for texture analysis." In Computer Science and Its Applications: 5th IFIP TC 5 International Conference, CIIA 2015, Saida, Algeria, May 20-21, 2015, Proceedings 5, pp. 45-53. Springer International Publishing, 2015.

2014

  • Abada Lyes, and Aouat Saliha. "Shape from shading with and without boundary conditions." In Intelligent Systems for Science and Information: Extended and Selected Results from the Science and Information Conference 2013, pp. 369-387. Springer International Publishing, 2014.
  • Aoudia Amina Ait, and Aouat Saliha. "Rotation-invariant silhouettes recognition in the presence of occlusion." In 2014 Science and Information Conference, pp. 169-174. IEEE, 2014.
  • Aouat Saliha, and Larabi Slimane. "Object retrieval using the quad-tree decomposition." Journal of Intelligent Systems 23, no. 1 (2014): 33-47.
  • Baha Nadia. "Real-time obstacle detection approach using stereoscopic images." International Journal of Information Engineering and Electronic Business 6, no. 1 (2014): 42.
  • Dahmani Djamila, and Larabi Slimane. "User-independent system for sign language finger spelling recognition." Journal of Visual Communication and Image Representation 25, no. 5 (2014): 1240-1250.
  • Hamouchene Izem, and Aouat Saliha. "Texture matching using local and global descriptor." In 2014 5th European Workshop on Visual Information Processing (EUVIP), pp. 1-5. IEEE, 2014.
  • Hamouchene Izem, and Aouat Saliha. "A cognitive approach for texture analysis using neighbors-based binary patterns." In 2014 IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, pp. 94-99. IEEE, 2014.
  • Hamouchene Izem, and Aouat Saliha. "Overview of texture analysis." International Journal of Computer Vision and Image Processing (IJCVIP) 4, no. 2 (2014): 32-51.
  • Hamouchene Izem, and Aouat Saliha. "A new texture analysis approach for iris recognition." AASRI Procedia 9 (2014): 2-7.
  • Hamouchene Izem, Aouat Saliha, and Hadjer Lacheheb. "Texture segmentation and matching using LBP operator and GLCM matrix." In Intelligent Systems for Science and Information: Extended and Selected Results from the Science and Information Conference 2013, pp. 389-407. Springer International Publishing, 2014.
  • Laiche Nacéra, Larabi Slimane, Ladraa Farouk, and Khadraoui Abdelnour. "Curve normalization for shape retrieval." Signal Processing: Image Communication 29, no. 4 (2014): 556-571.
  • Laiche Nacéra, and Larabi Slimane. "2D shape matching based on B-spline curves and dynamic programming." In 2014 International Conference on Computer Vision Theory and Applications (VISAPP), vol. 1, pp. 484-491. IEEE, 2014.
  • Laiche Nacéra. "Description géométrique des silhouettes d’objets de forme libre." PhD diss., Faculté d'éléctronique et d'informatique, 2014.
  • Larabi Slimane, and Aouat Saliha. "Object Retrieval Using the Quad-Tree Decomposition." (2014).

 

2013

  • Abada Lyes, and Aouat Saliha. "A Machine Learning Approach for Shape From Shading." 2nd International Conference on Signal, Image, Vision and their Applications (SIVA13). (2013).
  • Abada Lyes, and Aouat Saliha. "Solving the perspective shape from shading problem using a new integration method." In 2013 Science and Information Conference, pp. 416-422. IEEE, 2013.
  • Aouat Saliha, and Larabi Slimane. "Contours Matching with A Text-based Method." International Journal of Modern Education and Computer Science 5, no. 8 (2013): 43.
  • Aouat Saliha. "A new indexing approach using outlines primitives." In 2013 ACS International Conference on Computer Systems and Applications (AICCSA), pp. 1-4. IEEE, 2013.
  • Aouat Saliha. "Shape Codification Indexing and Retrieval Using the Quad-Tree Structure." International Journal of Computer Vision and Image Processing (IJCVIP) 3, no. 1 (2013): 1-21.
  • Aoudia Amina Ait, and Aouat Saliha. "Recognition of partially occulted objects." In 2013 ACS International Conference on Computer Systems and Applications (AICCSA), pp. 1-1. IEEE, 2013.
  • Baha Nadia, and Larabi Slimane.  Obstacle Detection with Stereo vision Based on the Homograph, International Arab Conference on Information Technology, ACIT ‘11, Saudi Arabia, December 2012.
  • Hamouchene Izem, Aouat Saliha, and Hadjer Lacheheb. "A new segmentation architecture for texture matching using the LBP method." In 2013 Science and Information Conference, pp. 411-415. IEEE, 2013.
  •  
  • Lacheheb Hadjer, Aouat Saliha, and Hamouchene Izem . "MCM-CBIR: Multi Clustering Method for Content Based Image Retrieval." (2013).
  • Larabi Slimane, Baha Nadia, and Hakim Touzene. "Fpga implementation for stereo matching algorithm." In 2013 Science and Information Conference, pp. 448-454. IEEE, 2013.

2012

  • Aouat Saliha, and Larabi Slimane. "Outline shape retrieval using textual descriptors and geometric features." International Journal of Information Retrieval Research (IJIRR) 2, no. 4 (2012): 60-81.
  • Aouat Saliha, and Larabi Slimane. "Matching noisy outline contours using a descriptor reduction approach." In Image and Signal Processing: 5th International Conference, ICISP 2012, Agadir, Morocco, June 28-30, 2012. Proceedings 5, pp. 370-379. Springer Berlin Heidelberg, 2012.
  • Aouat Saliha, and Larabi Slimane. "Accurate Similarity Measures for Silhouettes Recognition." In VISAPP (1), pp. 397-400. 2012.
  • Baha Nadia, and Larabi Slimane. "Accurate real-time neural disparity MAP estimation with FPGA." Pattern Recognition 45, no. 3 (2012): 1195-1204.
  • Baha Nadia, and Larabi Slimane. "FPGA Implementation of a Real-Time Disparity Map Estimation." International Journal for Computational Vision and Biomechanics. Accepted paper waiting to be published (2012).
  • Baha Nadia, and Larabi Slimane. "Real-time disparity map computation based on disparity space image." In Proc. the 13th International Arab conference on Information technology, pp. 10-13. 2012.
  • Djamila, Dahmani, Benchikh Soumia, and Larabi Slimane. "USER INDEPENDENT SYSTEM FOR RECOGNITION OF HAND POSTURES USED IN SIGN LANGUAGE." In International Conference on Pattern Recognition Applications and Methods, vol. 2, pp. 581-584. SCITEPRESS, 2012.
  • Laiche Nacéra, and Larabi Slimane. "Shape Recognition using the Least Squares Approximation." In ICPRAM (2), pp. 572-575. 2012.

2011

  • Baha Nadia, and Larabi Slimane. "Accurate real-time disparity map computation based on variable support window." International Journal of Artificial Intelligence & Applications (IJAIA) 2, no. 3 (2011): 22-33.
  • Baha Nadia, and Larabi Slimane. "Real-time disparity map computation based on disparity space image." In Proc. the 13th International Arab conference on Information technology, pp. 10-13. 2012.
  • Baha Nadia, and Larabi Slimane. Accurate Real-Time Neural Disparity Map Computation Based on Adaptive Support window. IEEE ICSIPA'2011, International Conference on Signal and Image Processing Apllications, 16-18 November, Kuala Lumpur, Malaysia, 2011.
  • Benrais Lamine, and Baha Nadia. "Towards a Faster Image Segmentation Process Using the K-means Algorithm." (2011).
  • Dahmani Djamila, and Larabi Slimane. "User Independent System of Hand Postures Recognition Using Part-Based Shape Representation." In 2011 Seventh International Conference on Signal Image Technology & Internet-Based Systems, pp. 366-373. IEEE, 2011.
  • Laiche Nacéra, and Larabi Slimane. "Retrieval of 2D objects and shape matching using the B-splines representation." In 2011 IEEE International Conference on Signal and Image Processing Applications (ICSIPA), pp. 495-500. IEEE, 2011.
  • Laiche Nacéra, and Larabi Slimane. "Retrieval of 2D objects and shape matching using the B-splines representation." In 2011 IEEE International Conference on Signal and Image Processing Applications (ICSIPA), pp. 495-500. IEEE, 2011.

2010

  • Aouat Saliha, and Larabi Slimane. "Indexing binary images using quad-tree decomposition." In 2010 IEEE International Conference on Systems, Man and Cybernetics, pp. 3074-3080. IEEE, 2010.
  • Aouat Saliha, and Larabi Slimane. "Matching descriptors of noisy outline shapes." International Journal of Image and Graphics 10, no. 03 (2010): 299-325.
  • Aouat Saliha, and Larabi Slimane. "Shape matching using coarse descriptors." International Journal of Computational Vision and Robotics 1, no. 2 (2010): 169-193.
  • Baha Nadia, and Larabi Slimane. "Towards real-time Neuronal disparity map estimation." In International Conference on Computer Vision Theory and Applications, vol. 2, pp. 355-360. SCITEPRESS, 2010.
  • Baha Nadia, and Larabi Slimane. "Neural disparity map estimation from stereo vision." In International Symposium on Modelling and Implementation of Complex systems, 30-31 May, pp 255-265, Constantine, 2010.
  • Djamila Dahmani "Hand Postures Recognition Using Quadratic Curves and Shape TextualDescriptor". International Conferences computer graphics, Visualization,Computer Vision and Image Processing IADIS2010: 391-395.
  • Laiche Nacéra. "Geometric description of outline shapes and recognition." In Proceedings of the IADIS International Conference Computer Graphics, Visualization, Computer Vision and Image Processing, Freiburg, Germany, pp. 526-528. 2010.
  • Touzene Baha Nadia, and Larabi Slimane. "Disparity map estimation with neural network." In 2010 International Conference on Machine and Web Intelligence, pp. 303-306. IEEE, 2010.