Fourth International Conference On Image Processing And Capsule Networks

Author : Subarna Shakya,João Manuel R. S. Tavares,Antonio Fernández-Caballero,George Papakostas
Publisher : Springer Nature
Page : 741 pages
File Size : 41,8 Mb
Release : 2023-12-19
Category : Technology & Engineering
ISBN : 9789819970933

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Fourth International Conference on Image Processing and Capsule Networks by Subarna Shakya,João Manuel R. S. Tavares,Antonio Fernández-Caballero,George Papakostas Pdf

This book includes high-quality research papers presented at the Fourth International Conference on Image Processing and Capsule Networks (ICIPCN 2023), which is held in Bangkok, Thailand, during 10–11 August 2023. This book provides a collection of the state-of-the-art research attempts to tackle the challenges in image and signal processing from various novel and potential research perspectives. The book investigates feature extraction techniques, image enhancement methods, reconstruction models, object detection methods, recommendation models, deep and temporal feature analysis, intelligent decision support systems, and autonomous image detection models. In addition to this, the book also looks into the potential opportunities to monitor and control the global pandemic situations.

Author : Joy Iong-Zong Chen,João Manuel R. S. Tavares,Abdullah M. Iliyasu,Ke-Lin Du
Publisher : Springer Nature
Page : 840 pages
File Size : 43,9 Mb
Release : 2021-09-09
Category : Technology & Engineering
ISBN : 9783030847609

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Second International Conference on Image Processing and Capsule Networks by Joy Iong-Zong Chen,João Manuel R. S. Tavares,Abdullah M. Iliyasu,Ke-Lin Du Pdf

This book includes the papers presented in 2nd International Conference on Image Processing and Capsule Networks [ICIPCN 2021]. In this digital era, image processing plays a significant role in wide range of real-time applications like sensing, automation, health care, industries etc. Today, with many technological advances, many state-of-the-art techniques are integrated with image processing domain to enhance its adaptiveness, reliability, accuracy and efficiency. With the advent of intelligent technologies like machine learning especially deep learning, the imaging system can make decisions more and more accurately. Moreover, the application of deep learning will also help to identify the hidden information in volumetric images. Nevertheless, capsule network, a type of deep neural network, is revolutionizing the image processing domain; it is still in a research and development phase. In this perspective, this book includes the state-of-the-art research works that integrate intelligent techniques with image processing models, and also, it reports the recent advancements in image processing techniques. Also, this book includes the novel tools and techniques for deploying real-time image processing applications. The chapters will briefly discuss about the intelligent image processing technologies, which leverage an authoritative and detailed representation by delivering an enhanced image and video recognition and adaptive processing mechanisms, which may clearly define the image and the family of image processing techniques and applications that are closely related to the humanistic way of thinking.

Author : Joy Iong-Zong Chen,João Manuel R. S. Tavares,Fuqian Shi
Publisher : Springer Nature
Page : 855 pages
File Size : 41,7 Mb
Release : 2022-07-28
Category : Technology & Engineering
ISBN : 9783031124136

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Third International Conference on Image Processing and Capsule Networks by Joy Iong-Zong Chen,João Manuel R. S. Tavares,Fuqian Shi Pdf

This book provides a collection of the state-of-the-art research attempts to tackle the challenges in image and signal processing from various novel and potential research perspectives. The book investigates feature extraction techniques, image enhancement methods, reconstruction models, object detection methods, recommendation models, deep and temporal feature analysis, intelligent decision support systems, and autonomous image detection models. In addition to this, the book also looks into the potential opportunities to monitor and control the global pandemic situations. Image processing technology has progressed significantly in recent years, and it has been commercialized worldwide to provide superior performance with enhanced computer/machine vision, video processing, and pattern recognition capabilities. Meanwhile, machine learning systems like CNN and CapsNet get popular to provide better model hierarchical relationships and attempts to more closely mimic biological neural organization. As machine learning systems prosper, image processing and machine learning techniques will be tightly intertwined and continuously promote each other in real-world settings. Adopting this trend, however, the image processing researchers are faced with few image reconstruction, analysis, and segmentation challenges. On the application side, the orientation of the image features and noise removal has become a huge burden.

Author : Joy Iong-Zong Chen,João Manuel R. S. Tavares,Subarna Shakya,Abdullah M. Iliyasu
Publisher : Springer Nature
Page : 829 pages
File Size : 41,8 Mb
Release : 2020-07-23
Category : Technology & Engineering
ISBN : 9783030518592

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Image Processing and Capsule Networks by Joy Iong-Zong Chen,João Manuel R. S. Tavares,Subarna Shakya,Abdullah M. Iliyasu Pdf

This book emphasizes the emerging building block of image processing domain, which is known as capsule networks for performing deep image recognition and processing for next-generation imaging science. Recent years have witnessed the continuous development of technologies and methodologies related to image processing, analysis and 3D modeling which have been implemented in the field of computer and image vision. The significant development of these technologies has led to an efficient solution called capsule networks [CapsNet] to solve the intricate challenges in recognizing complex image poses, visual tasks, and object deformation. Moreover, the breakneck growth of computation complexities and computing efficiency has initiated the significant developments of the effective and sophisticated capsule network algorithms and artificial intelligence [AI] tools into existence. The main contribution of this book is to explain and summarize the significant state-of-the-art research advances in the areas of capsule network [CapsNet] algorithms and architectures with real-time implications in the areas of image detection, remote sensing, biomedical image analysis, computer communications, machine vision, Internet of things, and data analytics techniques.

Author : Joy Iong-Zong Chen,João Manuel R. S. Tavares,Fuqian Shi
Publisher : Unknown
Page : 0 pages
File Size : 50,9 Mb
Release : 2022
Category : Electronic
ISBN : 3031124146

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Third International Conference on Image Processing and Capsule Networks by Joy Iong-Zong Chen,João Manuel R. S. Tavares,Fuqian Shi Pdf

This book provides a collection of the state-of-the-art research attempts to tackle the challenges in image and signal processing from various novel and potential research perspectives. The book investigates feature extraction techniques, image enhancement methods, reconstruction models, object detection methods, recommendation models, deep and temporal feature analysis, intelligent decision support systems, and autonomous image detection models. In addition to this, the book also looks into the potential opportunities to monitor and control the global pandemic situations. Image processing technology has progressed significantly in recent years, and it has been commercialized worldwide to provide superior performance with enhanced computer/machine vision, video processing, and pattern recognition capabilities. Meanwhile, machine learning systems like CNN and CapsNet get popular to provide better model hierarchical relationships and attempts to more closely mimic biological neural organization. As machine learning systems prosper, image processing and machine learning techniques will be tightly intertwined and continuously promote each other in real-world settings. Adopting this trend, however, the image processing researchers are faced with few image reconstruction, analysis, and segmentation challenges. On the application side, the orientation of the image features and noise removal has become a huge burden.

Author : Swati V. Shinde,Darshan V. Medhane,Oscar Castillo
Publisher : CRC Press
Page : 333 pages
File Size : 48,7 Mb
Release : 2023-10-05
Category : Computers
ISBN : 9781000952490

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Applied Computer Vision and Soft Computing with Interpretable AI by Swati V. Shinde,Darshan V. Medhane,Oscar Castillo Pdf

This reference text presents the knowledge base of computer vision and soft computing techniques with their applications for sustainable developments. Features: Covers a variety of deep learning architectures useful for computer vision tasks Demonstrates the use of different soft computing techniques and their applications for different computer vision tasks Highlights the unified strengths of hybrid techniques based on deep learning and soft computing taken together that give the interpretable, adaptive, and optimized solution to a given problem Addresses the different issues and further research opportunities in computer vision and soft computing Describes all the concepts with practical examples and case studies with appropriate performance measures that validate the applicability of the respective technique to a certain domain Considers recent real word problems and the prospective solutions to these problems This book will be useful to researchers, students, faculty, and industry personnel who are eager to explore the power of deep learning and soft computing for different computer vision tasks.

Author : G. Rajakumar,Ke-Lin Du,Chandrasekar Vuppalapati,Grigorios N. Beligiannis
Publisher : Springer Nature
Page : 807 pages
File Size : 52,7 Mb
Release : 2022-07-19
Category : Technology & Engineering
ISBN : 9789811918445

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Intelligent Communication Technologies and Virtual Mobile Networks by G. Rajakumar,Ke-Lin Du,Chandrasekar Vuppalapati,Grigorios N. Beligiannis Pdf

The book is a collection of high-quality research papers presented at Intelligent Communication Technologies and Virtual Mobile Networks (ICICV), held at Francis Xavier Engineering College, Tirunelveli, Tamil Nadu, India, during February 10–11, 2022. The book shares knowledge and results in theory, methodology and applications of communication technology and mobile networks. The book covers innovative and cutting-edge work of researchers, developers and practitioners from academia and industry working in the area of computer networks, network protocols and wireless networks, data communication technologies and network security.

Author : Sandeep Kumar
Publisher : Springer Nature
Page : 477 pages
File Size : 41,5 Mb
Release : 2024-06-28
Category : Electronic
ISBN : 9789819990375

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Fourth Congress on Intelligent Systems by Sandeep Kumar Pdf

Author : Nilay Khare,Deepak Singh Tomar,Mitul Kumar Ahirwal,Vijay Bhaskar Semwal,Vaibhav Soni
Publisher : Springer Nature
Page : 381 pages
File Size : 40,9 Mb
Release : 2023-01-17
Category : Computers
ISBN : 9783031243523

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Machine Learning, Image Processing, Network Security and Data Sciences by Nilay Khare,Deepak Singh Tomar,Mitul Kumar Ahirwal,Vijay Bhaskar Semwal,Vaibhav Soni Pdf

This two-volume set (CCIS 1762-1763) constitutes the refereed proceedings of the 4th International Conference on Machine Learning, Image Processing, Network Security and Data Sciences, MIND 2022, held in Bhopal, India, in December 2022. The 64 papers presented in this two-volume set were thoroughly reviewed and selected from 399 submissions. The papers are organized according to the following topical sections: ​machine learning and computational intelligence; data sciences; image processing and computer vision; network and cyber security.

Author : G. Ranganathan,Xavier Fernando,Selwyn Piramuthu
Publisher : Springer Nature
Page : 754 pages
File Size : 47,6 Mb
Release : 2022-09-29
Category : Technology & Engineering
ISBN : 9789811935909

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Soft Computing for Security Applications by G. Ranganathan,Xavier Fernando,Selwyn Piramuthu Pdf

This book features selected papers from the International Conference on Soft Computing for Security Applications (ICSCS 2022), held at Dhirajlal Gandhi College of Technology, Tamil Nadu, India, during April 21–22, 2022. It covers recent advances in the field of soft computing techniques such as fuzzy logic, neural network, support vector machines, evolutionary computation, machine learning and probabilistic reasoning to solve various real-time challenges. This book presents innovative work by leading academics, researchers, and experts from industry.

Author : Marleen de Bruijne,Philippe C. Cattin,Stéphane Cotin,Nicolas Padoy,Stefanie Speidel,Yefeng Zheng,Caroline Essert
Publisher : Springer Nature
Page : 827 pages
File Size : 53,6 Mb
Release : 2021-09-23
Category : Computers
ISBN : 9783030872342

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Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 by Marleen de Bruijne,Philippe C. Cattin,Stéphane Cotin,Nicolas Padoy,Stefanie Speidel,Yefeng Zheng,Caroline Essert Pdf

The eight-volume set LNCS 12901, 12902, 12903, 12904, 12905, 12906, 12907, and 12908 constitutes the refereed proceedings of the 24th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2021, held in Strasbourg, France, in September/October 2021.* The 531 revised full papers presented were carefully reviewed and selected from 1630 submissions in a double-blind review process. The papers are organized in the following topical sections: Part I: image segmentation Part II: machine learning - self-supervised learning; machine learning - semi-supervised learning; and machine learning - weakly supervised learning Part III: machine learning - advances in machine learning theory; machine learning - attention models; machine learning - domain adaptation; machine learning - federated learning; machine learning - interpretability / explainability; and machine learning - uncertainty Part IV: image registration; image-guided interventions and surgery; surgical data science; surgical planning and simulation; surgical skill and work flow analysis; and surgical visualization and mixed, augmented and virtual reality Part V: computer aided diagnosis; integration of imaging with non-imaging biomarkers; and outcome/disease prediction Part VI: image reconstruction; clinical applications - cardiac; and clinical applications - vascular Part VII: clinical applications - abdomen; clinical applications - breast; clinical applications - dermatology; clinical applications - fetal imaging; clinical applications - lung; clinical applications - neuroimaging - brain development; clinical applications - neuroimaging - DWI and tractography; clinical applications - neuroimaging - functional brain networks; clinical applications - neuroimaging – others; and clinical applications - oncology Part VIII: clinical applications - ophthalmology; computational (integrative) pathology; modalities - microscopy; modalities - histopathology; and modalities - ultrasound *The conference was held virtually.

Author : Satish Kumar Singh,Partha Roy,Balasubramanian Raman,P. Nagabhushan
Publisher : Springer Nature
Page : 537 pages
File Size : 51,8 Mb
Release : 2021-03-25
Category : Computers
ISBN : 9789811610868

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Computer Vision and Image Processing by Satish Kumar Singh,Partha Roy,Balasubramanian Raman,P. Nagabhushan Pdf

This three-volume set (CCIS 1376-1378) constitutes the refereed proceedings of the 5th International Conference on Computer Vision and Image Processing, CVIP 2020, held in Prayagraj, India, in December 2020. Due to the COVID-19 pandemic the conference was partially held online. The 134 papers papers were carefully reviewed and selected from 352 submissions. The papers present recent research on such topics as biometrics, forensics, content protection, image enhancement/super-resolution/restoration, motion and tracking, image or video retrieval, image, image/video processing for autonomous vehicles, video scene understanding, human-computer interaction, document image analysis, face, iris, emotion, sign language and gesture recognition, 3D image/video processing, action and event detection/recognition, medical image and video analysis, vision-based human GAIT analysis, remote sensing, and more.

Author : S. Smys,João Manuel R. S. Tavares,Valentina Emilia Balas
Publisher : Springer Nature
Page : 877 pages
File Size : 43,7 Mb
Release : 2022-03-30
Category : Technology & Engineering
ISBN : 9789811695735

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Computational Vision and Bio-Inspired Computing by S. Smys,João Manuel R. S. Tavares,Valentina Emilia Balas Pdf

This book includes selected papers from the 5th International Conference on Computational Vision and Bio Inspired Computing (ICCVBIC 2021), held in Coimbatore, India, during November 25–26, 2021. This book presents state-of-the-art research innovations in computational vision and bio-inspired techniques. The book reveals the theoretical and practical aspects of bio-inspired computing techniques, like machine learning, sensor-based models, evolutionary optimization and big data modeling and management that make use of effectual computing processes in the bio-inspired systems. It also contributes to the novel research that focuses on developing bio-inspired computing solutions for various domains, such as human–computer interaction, image processing, sensor-based single processing, recommender systems and facial recognition, which play an indispensable part in smart agriculture, smart city, biomedical and business intelligence applications.

Author : Ryszard S. Choraś
Publisher : Springer Science & Business Media
Page : 310 pages
File Size : 54,6 Mb
Release : 2012-08-16
Category : Technology & Engineering
ISBN : 9783642323843

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Image Processing and Communications Challenges 4 by Ryszard S. Choraś Pdf

This textbook collects a series of research papers in the area of Image Processing and Communications which not only introduce a summary of current technology but also give an outlook of potential feature problems in this area. Image Processing and Communications have undergone an impressive development. Recent evolutions in this area have led to a pervasive spread in many areas of human life and have become such a critical component in contemporary science and technology. The book is divided into two parts. The first part contains recent research results in image processing, whilst the second part contains recent research results in communications.

Author : Ali Hurson
Publisher : Elsevier
Page : 246 pages
File Size : 44,6 Mb
Release : 2023-08-25
Category : Computers
ISBN : 9780443215674

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Advances in Computers by Ali Hurson Pdf

Advances in Computers, Volume 131 is an eclectic volume inspired by recent issues of interest in research and development in computer science and computer engineering. Chapters in this new release include eHealth: enabling technologies, opportunities, and challenges, A Perspective on Cancer Data Management using Blockchain: Progress and Challenges, Cyber Risks on IoT Platforms and Zero Trust Solutions, A Lightweight Fingerprint Liveness Detection Method for Fingerprint Authentication System, and Collaborating Fog/Edge Computing with Industry 4.0 – Architecture, Challenges and Benefits, Raspberry Pi-s for Enterprise Cybersecurity Applications. Provides the authority and expertise of leading contributors from an international board of authors Presents the latest release in the Advances in Computers Covers the latest innovations in research and development in computer science and computer engineering