Advanced Intelligent Systems for Sustainable Development (AI2SD’2019): Volume 5 - Advances Intelligent Systems for Multimedia Processing and Mathematical Modeling

✍ Scribed by Mostafa Ezziyyani

• Publisher: Springer International Publishing;Springer
• Year: 2020
• Tongue: English
• Leaves: 176
• Series: Advances in Intelligent Systems and Computing 1106
• Edition: 1st ed.
• Category: Library

✦ Synopsis

In this book, the authors explore technological advances in the fields of multimedia processing and mathematical modeling by highlighting the latest research in this field, discussed at the International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD-2019), held on July 08–11, 2019 in Marrakech, Morocco.

In addition to advances in architectures, networking and system support tools for multimedia and hypermedia, the book examines the role of mathematical modeling as a tool for the standardization and formulation of design, management, decision-making and optimization problems, and presents various innovative works involving advanced intelligent systems based on appropriate mathematical modeling tools and techniques.

The book is intended for all actors in the educational sector, namely students, professors, academic researchers and stakeholders whose work involves multimedia system development, design and applications. It constitutes an essential forum for the exchange of ideas, approaches, and innovative techniques between these actors concerning the development of and innovation in the field of education with the I4.0 revolution.

The authors of each chapter report on the state of the art and present the outcomes of their own research, laboratory experiments, and successful applications. The purpose of the book is to combine the idea of advanced intelligent systems with appropriate tools and techniques for modeling, management, and decision support in the fields of multimedia system development, design and applications.

✦ Table of Contents

Front Matter ....Pages i-xvii
A New Clustering Approach for K-NN Algorithm Optimization: Application to Marketplace Profile User Prediction (Fatima El Barakaz, Omar Boutkhoum, Abdelmajid El Moutaouakkil, Fatiha El Adnani)....Pages 1-8
A Novel Face Recognition System Based on Gabor and Zernike Features (Hamid Ouanan, Omar Diouri, Ahmed Gaga, Mohammed Ouanan, Brahim Aksasse)....Pages 9-15
An Efficient Method for Character Segmentation in Moroccan License Plate Images (Abdelhak Fadili, Mohamed El Aroussi, Youssef Fakhri)....Pages 16-26
Conditional Assessment of Uncertain Parameters Using Palm Probabilistic Approach and Kriging Interpolation (Mohamed Anass El Yamani, Saiida Lazaar)....Pages 27-33
CSO to Solve the Shop Scheduling Problem: Survey (Abdelhamid Bouzidi, Mohammed Essaid Riffi)....Pages 34-44
Development of Deep Learning-Based Facial Recognition System (Hamid Ouanan, Ahmed Gaga, Omar Diouri, Mohammed Ouanan, Brahim Aksasse)....Pages 45-52
FPGA-Based Implementation of Optical Flow for Object Detection (Rachid Allaoui, Hicham Hajoui Mouane, Abdelhak Ezzine, Aimad Elmourabit)....Pages 53-61
FPGA-Based System for Road Signs Color Segmentation (Hicham Hajoui Mouane, Rachid Allaoui, Aimad El Mourabit, Abdelhak Ezzine)....Pages 62-68
Human Activity Classification Using Convolutional Neural Networks (Hamid Aksasse, Brahim Aksasse, Mohammed Ouanan)....Pages 69-79
Improved Brain Tumor Segmentation in MRI Images Based on Thermal Analysis Model Using U-Net and GPUs (Abdelmajid Bousselham, Omar Bouattane, Mohamed Youssfi, Abdelhadi Raihani)....Pages 80-87
Improved Grey-Wolf Optimizer for Reliability Analysis (Aziz Hraiba, Achraf Touil, Ahmed Mousrij)....Pages 88-98
Ischemic Stroke Lesion Segmentation Based on Thermal Analysis Model Using U-Net Fully Convolutional Neural Networks on GPUs (Abdelmajid Bousselham, Omar Bouattane, Mohamed Youssfi, Abdelhadi Raihani)....Pages 99-106
On the Neutrosophic Counterpart of Bellman-Ford Algorithm (Said Broumi, Mohamed Talea, Assia Bakali, Florentin Smarandache, Santanu Kumar Patro)....Pages 107-114
Pity Beetle Algorithm to Solve VRP Variants (Myriem Alijo, Otman Abdoun, Amal Bergam)....Pages 115-134
Self-optimization of Wireless Systems: An Approach by the Game Theory (Sara Riahi, Azzeddine Riahi)....Pages 135-147
Static Analysis of Piezoelectric Multilayered Plates: Polarization Effect (M. Ajdour, L. Azrar)....Pages 148-159
Back Matter ....Pages 161-161

✦ Subjects

Engineering; Computational Intelligence