New Approaches for Multidimensional Signal Processing

1. Front Matter

   Pages i-xx

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2. Multidimensional Signal Processing

   1. Front Matter

      Pages 1-1

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   2. Masked Face Detection Using Artificial Intelligent Techniques

      • Ehsan Nasiri, Mariofanna Milanova, Ardalan Nasiri

      Pages 3-34

   3. Object Motion Detection in Video by Fusion of RPCA and NMF Decompositions

      • Ivo Draganov, Rumen Mironov

      Pages 35-47

   4. Hierarchical Decomposition of Third-Order Tensor Through Adaptive Branched Inverse Difference Pyramid Based on 3D-WHT

      • Roumen Kountchev, Roumiana Kountcheva

      Pages 49-61

   5. Multimodal Technique for Human Authentication Using Fusion of Palm and Dorsal Hand Veins

      • Mona A. Ahmed, Mohamed Roushdy, Abdel-Badeeh M. Salem

      Pages 63-78

   6. SIFT Based Feature Matching Algorithm for Cartoon Plagiarism Detection

      • Dongxing Li, Jiazheng Gong, De Li

      Pages 79-87

   7. Image Recognition Technology Based Evaluation Index of Ship Navigation Risk in Bridge Area

      • Dawei Chen, Renqiang Wang, Yongqian Yang, Jingdong Li

      Pages 89-96

   8. Equalization of Directional Multidimensional Histograms of Matrix and Tensor Images

      • Roumiana Kountcheva, Roumen Kountchev

      Pages 97-112

   9. Small Object Detection of Remote Sensing Images Based on Residual Branch of Feature Fusion

      • Xiaoling Feng

      Pages 113-122

3. Deep Learning in Multidimensional Neural Networks

   1. Front Matter

      Pages 123-123

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   2. Meta-learning with Logistic Regression for Multi-classification

      • Wenfeng Wang, Jingjing Zhang, Bin Hu

      Pages 125-138

   3. Measurement for Blade Edge Based on Machine Vision

      • Ke Zhang, Yunwen Zhu, Wenfeng Wang, Jingjing Zhang

      Pages 139-150

   4. Deep Learning 3D Convolutional Neural Networks for Predicting Alzheimer’s Disease (ALD)

      • Sarah A. Soliman, El-Sayed A. El-Dahshan, Abdel-Badeeh M. Salem

      Pages 151-162

   5. Dense Optical Flow and Residual Network-Based Human Activity Recognition

      • Negar Sultana, Danastan Tasaouf Mridula, Zahid Sheikh, Fariha Iffath, Md Shopon

      Pages 163-173

   6. Density Calculation of Pseudo Breast MRI Based on Adversarial Generative Network

      • Yuanzhen Liu, Wei Lin, Yujia Cheng

      Pages 175-185

   7. Machine Learning Enabled Edge Computing: A Survey and Research Challenges

      • Shilong Xu, Zhuozhi Yu, Kai Fu, Qingmin Jia, Renchao Xie

      Pages 187-198

   8. Application of Deep Learning in Maize Image Segmentation

      • Lijuan Shi, Xingang Xie, Yang Zhang

      Pages 199-207

4. Applications of Multidimensional Signal Processing

   1. Front Matter

      Pages 209-209

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   2. Identifying People Wearing Masks in a 3D-Scene

      • Wenfeng Wang, Jingjing Zhang, Xiwei Liu, Bin Hu, Zerui Meng

      Pages 211-221

This book comprises a collection of papers presented at the International Workshop on New Approaches for Multidimensional Signal Processing (NAMSP 2021), held at Technical University of Sofia, Sofia, Bulgaria, during 08–10 July 2021. The book covers research papers in the field of N-dimensional multicomponent image processing, multidimensional image representation and super-resolution, 3D image processing and reconstruction, MD computer vision systems, multidimensional multimedia systems, neural networks for MD image processing, data-based MD image retrieval and knowledge data mining, watermarking, hiding and encryption of MD images, MD image processing in robot systems, tensor-based data processing, 3D and multi-view visualization, forensic analysis systems for MD images and many more.

• Pattern Recognition
• Deep Learning
• Machine Learning
• Machine Intelligence
• Neural Networks
• Self-organization Modeling
• Biological Modeling
• Bio-inspired Methods
• Biomedical Computing
• NAMSP 2021

• Technical University of Sofia, Sofia, Bulgaria

  Roumen Kountchev, Rumen Mironov

• University of Hyogo, Kobe, Japan

  Kazumi Nakamatsu

Professor Roumen Kountchev, Ph.D., D. Sc. is a professor at the Faculty of Telecommunications, Dept. of Radio Communications and Video Technologies, Technical University of Sofia, Bulgaria. Areas of interest include digital signal and image processing, image compression, multimedia watermarking, video communications, pattern recognition, and neural networks. Professor Kountchev has 350 papers published in magazines and proceedings of conferences; 20 books; 47 book chapters; 21 patents. He had been principle investigator of 38 research projects. At present, he is a member of Euro Mediterranean Academy of Arts and Sciences and president of Bulgarian Association for Pattern Recognition (member of Intern. Association for Pattern Recognition). He is the editorial board member of: Intern. J. of Reasoning-based Intelligent Systems; Intern. J. Broad Research in Artificial Intelligence and Neuroscience; KES Focus Group on Intelligent Decision Technologies; Egyptian Computer ScienceJ.; Intern. J. of Bio-Medical Informatics and e-Health, and Intern. J. Intelligent Decision Technologies. He has been a plenary speaker at: WSEAS Intern. Conf. on Signal Processing, 2009, Istanbul, Turkey; WSEAS Intern. Conf. on Signal Processing, Robotics and Automation, University of Cambridge 2010, UK; WSEAS Intern. Conf. on Signal Processing, Computational Geometry and Artificial Vision 2012, Istanbul, Turkey; Intern. Workshop on Bioinformatics, Medical Informatics and e-Health 2013, Ain Shams University, Cairo, Egypt; Workshop SCCIBOV 2015, Djillali Liabes University, Sidi Bel Abbes, Algeria; Intern. Conf. on Information Technology 2015 and 2017, Al Zayatoonah University, Amman, Jordan; WSEAS European Conf. of Computer Science 2016, Rome, Italy; The 9th Intern. Conf. on Circuits, Systems and Signals, London, UK, 2017; IEEE Intern. Conf. on High Technology for Sustainable Development 2018 and 2019, Sofia, Bulgaria; The 8th Intern. Congress of Information and Communication Technology, Xiamen, China, 2018; general chair of the Intern. Workshop New Approaches for Multidimensional Signal Processing, July 2020, Sofia, Bulgaria.




Professor Rumen Mironov, Technical University of Sofia, Sofia, Bulgaria, Dr. Rumen Mironov received his MSc and PhD in Telecommunications from Technical University of Sofia and MSc in Applied Mathematics and Informatics from Faculty of Applied Mathematics and Informatics. He is currently the head of the Department of Radio Communications and Video Technologies, Technical University of Sofia, Bulgaria. His current research focuses on digital signal and image processing, pattern recognition, audio and video communications, information systems, computer graphics, and programming languages. He is a member of Bulgarian Association of Pattern Recognition (IAPR) and Bulgarian Union of Automation and Automation Systems. Rumen Mironov is the author of more than 60 scientific publications.


 
Professor Kazumi Nakamatsu, University of Hyogo, Kobe, Japan, Kazumi Nakamatsu received the Ms. Eng. and Dr. Sci. from Shizuoka University and Kyushu University, Japan, respectively. His research interests encompass various kinds of logic and their applications to Computer Science, especially paraconsistent annotated logic programs and their applications. He has developed some paraconsistent annotated logic programs called Annotated Logic Program with Strong Negation (), Vector ALPSN (VALPSN), Extended VALPSN (EVALPSN), and before-after EVALPSN (bf-EVALPSN) recently and applied them to various intelligent systems such as a safety verification-based railway interlocking control system and process order control. He is an author of over 150 papers, 20 book chapters, and 10 edited books published by prominent publishers. Kazumi Nakamatsu has chaired various international conferences, workshops, and invited sessions, and he has been a member of numerous international program committees of workshops and conferences in the area of Computer Science. He has served as the editor-in-chief of the International Journal of Reasoning-based Intelligent Systems (IJRIS), and he is now the founding editor of IJRIS and an editorial board member of many international journals. He has contributed numerous invited lectures at international workshops, conferences, and academic organizations. He also is a recipient of numerous research paper awards. He is a member of ACM.

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