Recent Trends In Signal And Image Processing

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Recent Trends in Signal and Image Processing

Author : Siddhartha Bhattacharyya
Publisher : Springer
ISBN 13 : 9811088632
Total Pages : 218 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Recent Trends in Signal and Image Processing by : Siddhartha Bhattacharyya

Download or read book Recent Trends in Signal and Image Processing written by Siddhartha Bhattacharyya and published by Springer. This book was released on 2018-05-09 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains interesting findings of some state-of-the-art research in the field of signal and image processing. It contains twenty one chapters covering a wide range of signal processing applications involving filtering, encoding, classification, segmentation, clustering, feature extraction, denoising, watermarking, object recognition, reconstruction and fractal analysis. Various types of signals including image, video, speech, non-speech audio, handwritten text, geometric diagram, ECG and EMG signals, MRI, PET and CT scan images, THz signals, solar wind speed signals (SWS) and photoplethysmogram (PPG) signals have been dealt with. It demonstrates how new paradigms of intelligent computing like quantum computing can be applied to process and analyze signals in a most precise and effective manner. Processing of high precision signals for real time target recognition by radar and processing of brain images, ECG and EMG signals that feature in this book have significant implications in defense mechanism and medical diagnosis. There are also applications of hybrid methods, algorithms and image filters which are proving to be better than the individual techniques or algorithms. Thus the present volume, enriched in depth and variety of techniques and algorithms concerning processing of various types of signals, is likely to be used as a compact yet handy reference for the young researchers, academicians and scientists working in the domain of signal and image processing and also to the post graduate students of computer science and information technology.

Recent Trends in Signal and Image Processing

Author : Siddhartha Bhattacharyya
Publisher : Springer Nature
ISBN 13 : 9813369663
Total Pages : 167 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Recent Trends in Signal and Image Processing by : Siddhartha Bhattacharyya

Download or read book Recent Trends in Signal and Image Processing written by Siddhartha Bhattacharyya and published by Springer Nature. This book was released on 2021-04-01 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected papers presented at the Third International Symposium on Signal and Image Processing (ISSIP 2020), organized by the Department of Information Technology, RCC Institute of Information Technology, Kolkata, during March 18–19, 2020. It presents fascinating, state-of-the-art research findings in the field of signal and image processing. It includes conference papers covering a wide range of signal processing applications involving filtering, encoding, classification, segmentation, clustering, feature extraction, denoising, watermarking, object recognition, reconstruction and fractal analysis. It addresses various types of signals, such as image, video, speech, non-speech audio, handwritten text, geometric diagram, ECG and EMG signals; MRI, PET and CT scan images; THz signals; solar wind speed signals (SWS); and photoplethysmogram (PPG) signals, and demonstrates how new paradigms of intelligent computing, like quantum computing, can be applied to process and analyze signals precisely and effectively.

Recent Trends in Signal and Image Processing

Author : Siddhartha Bhattacharyya
Publisher : Springer
ISBN 13 : 9811367833
Total Pages : 135 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Recent Trends in Signal and Image Processing by : Siddhartha Bhattacharyya

Download or read book Recent Trends in Signal and Image Processing written by Siddhartha Bhattacharyya and published by Springer. This book was released on 2019-03-16 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents fascinating, state-of-the-art research findings in the field of signal and image processing. It includes conference papers covering a wide range of signal processing applications involving filtering, encoding, classification, segmentation, clustering, feature extraction, denoising, watermarking, object recognition, reconstruction and fractal analysis. It addresses various types of signals, such as image, video, speech, non-speech audio, handwritten text, geometric diagram, ECG and EMG signals; MRI, PET and CT scan images; THz signals; solar wind speed signals (SWS); and photoplethysmogram (PPG) signals, and demonstrates how new paradigms of intelligent computing, like quantum computing, can be applied to process and analyze signals precisely and effectively. The book also discusses applications of hybrid methods, algorithms and image filters, which are proving to be better than the individual techniques or algorithms.

Recent Trends in Image and Signal Processing in Computer Vision

Author : Shruti Jain
Publisher : Springer Nature
ISBN 13 : 9811527407
Total Pages : 293 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Recent Trends in Image and Signal Processing in Computer Vision by : Shruti Jain

Download or read book Recent Trends in Image and Signal Processing in Computer Vision written by Shruti Jain and published by Springer Nature. This book was released on 2020-03-04 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights recent advances and emerging technologies that utilize computational intelligence in signal processing, computing, imaging science, artificial intelligence, and their applications. It covers all branches of artificial intelligence and machine learning that are based on computation at some level, e.g. artificial neural networks, evolutionary algorithms, fuzzy systems, and automatic medical identification systems. Exploring recent trends in research and applications, the book offers a valuable resource for professors, researchers, and engineers alike.

Recent Trends in Image Processing and Pattern Recognition

Author : K. C. Santosh
Publisher : Springer
ISBN 13 : 9811391815
Total Pages : 717 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Recent Trends in Image Processing and Pattern Recognition by : K. C. Santosh

Download or read book Recent Trends in Image Processing and Pattern Recognition written by K. C. Santosh and published by Springer. This book was released on 2019-07-19 with total page 717 pages. Available in PDF, EPUB and Kindle. Book excerpt: This three-volume set constitutes the refereed proceedings of the Second International Conference on Recent Trends in Image Processing and Pattern Recognition (RTIP2R) 2018, held in Solapur, India, in December 2018. The 173 revised full papers presented were carefully reviewed and selected from 374 submissions. The papers are organized in topical sections in the tree volumes. Part I: computer vision and pattern recognition; machine learning and applications; and image processing. Part II: healthcare and medical imaging; biometrics and applications. Part III: document image analysis; image analysis in agriculture; and data mining, information retrieval and applications.

Image Processing, Computer Vision, and Pattern Recognition

Author : Hamid R. Arabnia
Publisher : 2019 Worldcomp Internation
ISBN 13 : 9781601325068
Total Pages : 0 pages
Book Rating : 4.3/5 (25 download)

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Book Synopsis Image Processing, Computer Vision, and Pattern Recognition by : Hamid R. Arabnia

Download or read book Image Processing, Computer Vision, and Pattern Recognition written by Hamid R. Arabnia and published by 2019 Worldcomp Internation. This book was released on 2020-03-13 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the 2019 International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV'19) held July 29th - August 1st, 2019 in Las Vegas, Nevada.

Recent Trends in Image and Signal Processing in Computer Vision

Author :
Publisher :
ISBN 13 : 9789811527418
Total Pages : pages
Book Rating : 4.5/5 (274 download)

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Book Synopsis Recent Trends in Image and Signal Processing in Computer Vision by :

Download or read book Recent Trends in Image and Signal Processing in Computer Vision written by and published by . This book was released on 2020 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights recent advances and emerging technologies that utilize computational intelligence in signal processing, computing, imaging science, artificial intelligence, and their applications. It covers all branches of artificial intelligence and machine learning that are based on computation at some level, e.g. artificial neural networks, evolutionary algorithms, fuzzy systems, and automatic medical identification systems. Exploring recent trends in research and applications, the book offers a valuable resource for professors, researchers, and engineers alike.

Deep Learning Models for Medical Imaging

Author : KC Santosh
Publisher : Academic Press
ISBN 13 : 0128236507
Total Pages : 172 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Deep Learning Models for Medical Imaging by : KC Santosh

Download or read book Deep Learning Models for Medical Imaging written by KC Santosh and published by Academic Press. This book was released on 2021-09-07 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep Learning Models for Medical Imaging explains the concepts of Deep Learning (DL) and its importance in medical imaging and/or healthcare using two different case studies: a) cytology image analysis and b) coronavirus (COVID-19) prediction, screening, and decision-making, using publicly available datasets in their respective experiments. Of many DL models, custom Convolutional Neural Network (CNN), ResNet, InceptionNet and DenseNet are used. The results follow ‘with’ and ‘without’ transfer learning (including different optimization solutions), in addition to the use of data augmentation and ensemble networks. DL models for medical imaging are suitable for a wide range of readers starting from early career research scholars, professors/scientists to industrialists. Provides a step-by-step approach to develop deep learning models Presents case studies showing end-to-end implementation (source codes: available upon request)

High-Resolution Noisy Signal and Image Processing

Author : Edward Valachovic
Publisher : Cambridge Scholars Publishing
ISBN 13 : 1527564169
Total Pages : 375 pages
Book Rating : 4.5/5 (275 download)

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Book Synopsis High-Resolution Noisy Signal and Image Processing by : Edward Valachovic

Download or read book High-Resolution Noisy Signal and Image Processing written by Edward Valachovic and published by Cambridge Scholars Publishing. This book was released on 2020-12-24 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book introduces valuable new data analysis methods in time and space, and provides many examples and recommendations for new developments. It will teach the reader how to use powerful, but very flexible, tools, frequently referred to as Kolmogorov-Zurbenko Filters. The main construction of these tools is derived from spectral concepts where natural laws occur. Rather than forcing models on data, they allow us to discover the nature of phenomena hidden within the data. The methods outlined here are capable of obtaining accurate results within very noisy environments. Their extremely accurate spectral diagnostics permits the separation of different sources of influences within the data. Treating each source separately can achieve highly accurate explanations of the total picture. For example, this approach is able to identify the most dangerous moments and locations for hurricanes and tornados.

Biomedical Signal and Image Processing with Artificial Intelligence

Author : Chirag Paunwala
Publisher : Springer Nature
ISBN 13 : 3031158164
Total Pages : 423 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Biomedical Signal and Image Processing with Artificial Intelligence by : Chirag Paunwala

Download or read book Biomedical Signal and Image Processing with Artificial Intelligence written by Chirag Paunwala and published by Springer Nature. This book was released on 2023-01-09 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on advanced techniques used for feature extraction, analysis, recognition, and classification in the area of biomedical signal and image processing. Contributions cover all aspects of artificial intelligence, machine learning, and deep learning in the field of biomedical signal and image processing using novel and unexplored techniques and methodologies. The book covers recent developments in both medical images and signals analyzed by artificial intelligence techniques. The authors also cover topics related to development based artificial intelligence, which includes machine learning, neural networks, and deep learning. This book will provide a platform for researchers who are working in the area of artificial intelligence for biomedical applications. Provides insights into medical signal and image analysis using artificial intelligence; Includes novel and recent trends of decision support system for medical research; Outlines employment of evolutionary algorithms for biomedical data, big data analysis for medical databases, and reliability, opportunities, and challenges in clinical data.

Recent Trends in Image Processing and Pattern Recognition

Author : K. C. Santosh
Publisher : Springer Nature
ISBN 13 : 9811604932
Total Pages : 375 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Recent Trends in Image Processing and Pattern Recognition by : K. C. Santosh

Download or read book Recent Trends in Image Processing and Pattern Recognition written by K. C. Santosh and published by Springer Nature. This book was released on 2021-03-22 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set constitutes the refereed proceedings of the Third International Conference on Recent Trends in Image Processing and Pattern Recognition (RTIP2R) 2020, held in Aurangabad, India, in January 2020. The 78 revised full papers presented were carefully reviewed and selected from 329 submissions. The papers are organized in topical sections in the two volumes. Part I: Computer vision and applications; Data science and machine learning; Document understanding and Recognition. Part II: Healthcare informatics and medical imaging; Image analysis and recognition; Signal processing and pattern recognition; Image and signal processing in Agriculture.

Recent Trends in Signal and Image Processing

Author : Siddhartha Bhattacharyya
Publisher :
ISBN 13 : 9789811088643
Total Pages : pages
Book Rating : 4.0/5 (886 download)

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Book Synopsis Recent Trends in Signal and Image Processing by : Siddhartha Bhattacharyya

Download or read book Recent Trends in Signal and Image Processing written by Siddhartha Bhattacharyya and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains interesting findings of some state-of-the-art research in the field of signal and image processing. It contains twenty one chapters covering a wide range of signal processing applications involving filtering, encoding, classification, segmentation, clustering, feature extraction, denoising, watermarking, object recognition, reconstruction and fractal analysis. Various types of signals including image, video, speech, non-speech audio, handwritten text, geometric diagram, ECG and EMG signals, MRI, PET and CT scan images, THz signals, solar wind speed signals (SWS) and photoplethysmogram (PPG) signals have been dealt with. It demonstrates how new paradigms of intelligent computing like quantum computing can be applied to process and analyze signals in a most precise and effective manner. Processing of high precision signals for real time target recognition by radar and processing of brain images, ECG and EMG signals that feature in this book have significant implications in defense mechanism and medical diagnosis. There are also applications of hybrid methods, algorithms and image filters which are proving to be better than the individual techniques or algorithms. Thus the present volume, enriched in depth and variety of techniques and algorithms concerning processing of various types of signals, is likely to be used as a compact yet handy reference for the young researchers, academicians and scientists working in the domain of signal and image processing and also to the post graduate students of computer science and information technology.

Recent Trends in Multimedia Information Processing

Author : Panos Liatsis
Publisher : World Scientific
ISBN 13 : 9814486922
Total Pages : 592 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Recent Trends in Multimedia Information Processing by : Panos Liatsis

Download or read book Recent Trends in Multimedia Information Processing written by Panos Liatsis and published by World Scientific. This book was released on 2002-10-24 with total page 592 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports on the state of the art in multimedia information processing. The emphasis is on the convergence of information processing algorithms and associated technologies. The areas of interest include video/image coding, color vision, 3D reconstruction, field programmable devices, and many others. Contents:Selected Topics in Medical Image Processing (J Cornelis et al.)A Restoration Method for Delay Proportional Differentiated Services (J Tsiligaridis & R Acharya)Massive Marching: A Parallel Computation of Distance Function (E Dejno(ková et al.)A Novel Intrusive Voice Transmission Quality Test System for Mobile Networks (J Holub et al.)FPAD Versus FPGA for Future Mobile Communications (S A Colsell & R Edwards)Nonuniform Sampling of Chrominance and Its Application to Intra-Frame Coding (M Doma(ski et al.)Analytical Design of 2-D FIR Filters for Image Compression (P Zahradnik & M Vlcek)HMM-based Dance Gesture Recognition (F Cheneviere et al.)A Progressive Wavelet Oriented Watershed Technique for Image Segmentation (D K Bechtsis et al.)Spiking Neuron Auditory Model for Speech Processing Systems (A V Ivanov et al.)Focal Region-Based Volume Rendering (J Zhou & K D Toennies)On the Choice of Transform for Low Frequency Image Watermaking (D Taskovski et al.)Online Classification of EEG Signals Using Artificial Neural Networks for Biofeedback Training of Patients with Epilepsy (M Schroder et al.)Data Mining and Telecommunication Fraud Detection Using Artificial Neural Networks (A J Hussain & E Chew)Large Scale Features in Prokaryote and Eukaryote Genomics Signals (P D Cristea)A Basis of Invariant Moments for Color Images (R Bidoggia & S Gentili)Fast Segmentation of Color Images Using the Fuzzy K-Means Algorithm and Different Sampling Approaches (A G Yiannoulis et al.)and other papers Readership: Graduate students, academics and industrialists in image/video coding, multimedia, neural nets and image analysis. Keywords:Image Processing and Analysis;Video Coding;Neural Networks;Bioinformatics;Field Programmable Devices;Fuzzy Logic;Multimedia

Recent Trends in Analysis of Images, Social Networks and Texts

Author : Wil M. P. van der Aalst
Publisher : Springer Nature
ISBN 13 : 3030712141
Total Pages : 308 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Recent Trends in Analysis of Images, Social Networks and Texts by : Wil M. P. van der Aalst

Download or read book Recent Trends in Analysis of Images, Social Networks and Texts written by Wil M. P. van der Aalst and published by Springer Nature. This book was released on 2021-03-24 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes revised selected papers of the 9th International Conference on Analysis of Images, Social Networks and Texts, AIST 2020, held in Moscow, Russia, in october 2020. Due to the COVID-19 pandemic the conference was held online. The 14 full papers, 9 short papers and 4 poster papers were carefully reviewed and selected from 108 qualified submissions. The papers are organized in topical sections on natural language processing; computer vision; social network analysis; data analysis and machine learning; theoretical machine learning and optimization; process mining; posters.

Trends and Advancements of Image Processing and Its Applications

Author : Prashant Johri
Publisher : Springer Nature
ISBN 13 : 3030759458
Total Pages : 306 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Trends and Advancements of Image Processing and Its Applications by : Prashant Johri

Download or read book Trends and Advancements of Image Processing and Its Applications written by Prashant Johri and published by Springer Nature. This book was released on 2021-11-13 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers current technological innovations and applications in image processing, introducing analysis techniques and describing applications in remote sensing and manufacturing, among others. The authors include new concepts of color space transformation like color interpolation, among others. Also, the concept of Shearlet Transform and Wavelet Transform and their implementation are discussed. The authors include a perspective about concepts and techniques of remote sensing like image mining, geographical, and agricultural resources. The book also includes several applications of human organ biomedical image analysis. In addition, the principle of moving object detection and tracking — including recent trends in moving vehicles and ship detection – is described. Presents developments of current research in various areas of image processing; Includes applications of image processing in remote sensing, astronomy, and manufacturing; Pertains to researchers, academics, students, and practitioners in image processing.

Signal and Image Processing for Biometrics

Author : Jacob Scharcanski
Publisher : Springer Science & Business Media
ISBN 13 : 3642540805
Total Pages : 331 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Signal and Image Processing for Biometrics by : Jacob Scharcanski

Download or read book Signal and Image Processing for Biometrics written by Jacob Scharcanski and published by Springer Science & Business Media. This book was released on 2014-02-20 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume offers a guide to the state of the art in the fast evolving field of biometric recognition to newcomers and experienced practitioners. It is focused on the emerging strategies to perform biometric recognition under uncontrolled data acquisition conditions. The mainstream research work in this field is presented in an organized manner, so the reader can easily follow the trends that best suits her/his interests in this growing field. The book chapters cover the recent advances in less controlled / covert data acquisition frameworks, segmentation of poor quality biometric data, biometric data quality assessment, normalization of poor quality biometric data. contactless biometric recognition strategies, biometric recognition robustness, data resolution, illumination, distance, pose, motion, occlusions, multispectral biometric recognition, multimodal biometrics, fusion at different levels, high confidence automatic surveillance.

Recent Trends in Image Processing and Pattern Recognition

Author : KC Santosh
Publisher :
ISBN 13 : 9783031236006
Total Pages : 0 pages
Book Rating : 4.2/5 (36 download)

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Book Synopsis Recent Trends in Image Processing and Pattern Recognition by : KC Santosh

Download or read book Recent Trends in Image Processing and Pattern Recognition written by KC Santosh and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th International Conference on Recent Trends in Image Processing and Pattern Recognition, RTIP2R 2022, held in Kingsville, TX, USA, in collaboration with the Applied AI Research Laboratory of the University of South Dakota, during December 01-02, 2022. The 31 full papers included in this book were carefully reviewed and selected from 69 submissions. They were organized in topical sections as follows: healthcare: medical imaging and informatics; computer vision and pattern recognition; internet of things and security; and signal processing and machine learning.