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AI Methods and Applications in 3D Technologies de Roumen Kountchev (Deceased)

AI Methods and Applications in 3D Technologies

Editat de Roumen Kountchev (Deceased), Srikanta Patnaik, Wenfeng Wang, Roumiana Kountcheva
en Limba Engleză Hardback – sep 2024

În domeniul tehnologiilor 3D și al inteligenței artificiale, convergența dintre procesarea de imagine și algoritmii de învățare automată redefinește standardele industriale actuale. Găsim în această carte, AI Methods and Applications in 3D Technologies, o sinteză tehnică riguroasă a celor mai noi progrese prezentate în cadrul conferinței WCI3DT 2023. Subliniem faptul că volumul nu se limitează la baze teoretice, ci explorează implementări concrete ale imagisticii tridimensionale în contexte complexe de inginerie și analiză a datelor.

Structura lucrării facilitează accesul la metodologii de ultimă oră pentru cercetători și practicieni. Abordarea diferă de Proceedings of the World Conference on Intelligent and 3-D Technologies (WCI3DT 2022) prin focalizarea sporită pe integrarea metodelor AI în fluxurile de lucru 3D, reflectând maturizarea tehnologiilor de la ediția precedentă către soluții mai aplicabile și mai puțin abstracte. Considerăm că această ediție reușește să pună în dialog viziunile unor experți globali, oferind soluții pentru procesarea semnalelor și reprezentarea grafică avansată.

În contextul operei editorilor, acest volum continuă direcția stabilită în 3D Imaging-Multidimensional Signal Processing and Deep Learning, însă aduce un plus de actualitate prin integrarea rezultatelor de cercetare din 2023. Credem că valoarea acestui titlu rezidă în capacitatea de a documenta tranziția tehnologică rapidă, fiind o resursă esențială pentru cei care dezvoltă sisteme de realitate augmentată sau soluții de monitorizare industrială bazate pe viziune computerizată.

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Specificații

ISBN-13: 9789819721436
ISBN-10: 9819721431
Pagini: 416
Ilustrații: IX, 404 p. 194 illus., 151 illus. in color.
Dimensiuni: 160 x 241 x 25 mm
Greutate: 0.86 kg
Ediția:2024
Editura: Springer
Locul publicării:Singapore, Singapore

De ce să citești această carte

Recomandăm această carte profesioniștilor din inginerie electrică și informatică ce doresc să implementeze soluții de inteligență artificială în modelarea 3D. Cititorul câștigă acces la studii de caz recente și metodologii de procesare a semnalelor validate prin peer-review, esențiale pentru dezvoltarea tehnologiilor de imagistică de generație viitoare.

Despre autor

Echipa editorială este condusă de regretatul Roumen Kountchev, un cercetător prolific în domeniul procesării semnalelor și al tehnologiilor 3D, alături de Srikanta Patnaik, expert recunoscut în sisteme inteligente. Contribuțiile lor academice, publicate frecvent la editura Springer, au pus bazele unor serii de conferințe internaționale de prestigiu. Aceștia au coordonat numeroase volume dedicate algoritmilor de deep learning și analizei multidimensionale, consolidând o comunitate globală de experți în inginerie electronică și tehnologii emergente.

Descriere scurtă

This book features a collection of high-quality, peer-reviewed research papers presented at Second 'World Conference on Intelligent and 3D Technologies' (WCI3DT 2023), held in China during 26–28 May 2023. The book provides an opportunity to researchers and academia as well as practitioners from industry to publish their ideas and recent research development work on all aspects of 3D imaging technologies and artificial intelligence, their applications, and other related areas. The book presents ideas and the works of scientists, engineers, educators, and students from all over the world from institutions and industries.

Notă biografică

Roumen Kountchev, Ph.D., D.Sc., is a professor at the Faculty of Telecommunications, Department of Radio Communications and Video Technologies at the Technical University of Sofia, Bulgaria. His scientific areas of interest are digital signal and image processing, image compression, multimedia watermarking, video communications, pattern recognition, and neural networks. He has 420 papers published in magazines and conference proceedings; 20 books; 48 book chapters; and 20 patents. At present, he is a member of Euro Mediterranean Academy of Arts and Sciences and the president of the Bulgarian Association for Pattern Recognition (member of IAPR). He has been a plenary speaker at more than 30 international scientific conferences and symposia and edited several books published in Springer SIST series and was a co-editor of special issues for Symmetry MDPI.
Prof. Srikanta Patnaik is presently working as director of Interscience Institute of Management & Technology, Bhubaneswar, India. He has received his Ph. D. (Engineering) on Computational Intelligence from Jadavpur University, India in 1999. He has  supervised 32 Ph. D. Theses and more than 60 Master theses in the area of Computational Intelligence, Soft Computing Applications and Re-Engineering. Dr. Patnaik has published more than 100 research papers in international journals and conference proceedings. He is author of 3 text books and more than 100 edited volumes and few invited book chapters, published by leading international publisher like IEEE, ACM, Elsevier, Springer-Verlag, Kluwer Academic, SPIE, IOS Press and others. Dr. Patnaik is the Editor-in-Chief of International Journal of Information and Communication Technology and International Journal of Computational Vision and Robotics published by Inderscience Publishing House, England and also Editor-in-chief of Book Series on “Modeling and Optimization in Science and Technology” published by Springer, Germany. He is the Editor of Journal of Information and Communication Convergence Engineering, published by Korean Institute of Information and Communication Convergence Engineering. Prof. Patnaik is a Guest Professor to Hunan University of Finance and Economics, Changsha and Kunming University of Science and Technology, Kunming, China and visiting professors to some of the B-Schools  of Europe and South East Asia. He is a member of Institute of Electrical and Electronics Engineering (IEEE) and Association for Computing Machinery (ACM). He is also Fellow of IETE, Life Member of ISTE, and CSI. Dr. Patnaik has visited various countries such as Japan, China, Hong Kong, Singapore, Indonesia, Iran, Malaysia, Philippines, South Korea, United Arab Emirates, Morocco, Algeria, Thailand and Vietnam for delivering Key note addresses at various conferences and symposiums.
Prof. Wenfeng Wang is Editor-in-Chief of IJANS and IJEEE; EBM of Nature—Scientific Reports; General Chair of the World Conference on Intelligent and 3D Technologies; Reviewer of many SCI journals, including some top ones—Nature Computational Science, Expert System with Applications, Water Research, Science China-Information Sciences, Science of the Total Environment, Environmental Pollution, IEEE Transactions on Automation Science and Engineering, etc.; Plenary/Keynote Speaker of many international conferences—AMICR2019, IACICE2020, NAMSP2021, AMMCS2021, ICCEAI2021, AICS2021, 3DIT-MSP&DL2020, CSAMCS 2021, AMMCS2021, ICPEM2021, ATAMI2021, ICRDET2022, etc.
Roumiana Kountcheva got her M.Sc. and Ph.D. at the Technical University of Sofia, Bulgaria, and in 1992, she got the title Senior Researcher. At present, she is Vice president of TK Engineering, Sofia. She had postgraduate trainings in Fujitsu and Fanuc, Japan. Her main scientific interests are in image processing, image compression, digital watermarking, pattern recognition, image tensor representation, neural networks, CNC, and programmable controllers. She has more than 200 publications and 5 patents (EU and USA). R. She was Plenary Speaker at 23 international scientific conferences and scientific events. She edited several books published in Springer SIST series and was Co-editor of Special issues for Symmetry MDPI. She is Member of international organizations: Bulgarian Association for Pattern Recognition, International Research Institute for Economics and Management (IRIEM), the Institute of Data Science and Artificial Intelligence (IDSAI), and is Honorary Member of the Honorable Editorial Board of the non-profit peer-reviewed open access IJBST Journal Group.

Caracteristici

Serves as a reference resource for researchers and practitioners in academia and industry Presents recent innovative research in the field of intelligent and 3-D technologies Discusses the outcomes of WCI3DT 2023, held in China during May 2023