Recent Trends In Image And Signal Processing In Computer Vision

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Recent Trends in Image and Signal Processing in Computer Vision

Author : Shruti Jain,Sudip Paul
Publisher : Springer Nature
Page : 293 pages
File Size : 54,8 Mb
Release : 2020-03-04
Category : Technology & Engineering
ISBN : 9789811527401

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Recent Trends in Image and Signal Processing in Computer Vision by Shruti Jain,Sudip Paul Pdf

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 and Signal Processing in Computer Vision

Author : Anonim
Publisher : Unknown
Page : 128 pages
File Size : 49,5 Mb
Release : 2020
Category : Computer vision
ISBN : 9811527415

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Recent Trends in Image and Signal Processing in Computer Vision by Anonim Pdf

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.

Signal Processing for Computer Vision

Author : Gösta H. Granlund,Hans Knutsson
Publisher : Springer Science & Business Media
Page : 446 pages
File Size : 44,8 Mb
Release : 2013-03-09
Category : Technology & Engineering
ISBN : 9781475723779

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Signal Processing for Computer Vision by Gösta H. Granlund,Hans Knutsson Pdf

Signal Processing for Computer Vision is a unique and thorough treatment of the signal processing aspects of filters and operators for low-level computer vision. Computer vision has progressed considerably over recent years. From methods only applicable to simple images, it has developed to deal with increasingly complex scenes, volumes and time sequences. A substantial part of this book deals with the problem of designing models that can be used for several purposes within computer vision. These partial models have some general properties of invariance generation and generality in model generation. Signal Processing for Computer Vision is the first book to give a unified treatment of representation and filtering of higher order data, such as vectors and tensors in multidimensional space. Included is a systematic organisation for the implementation of complex models in a hierarchical modular structure and novel material on adaptive filtering using tensor data representation. Signal Processing for Computer Vision is intended for final year undergraduate and graduate students as well as engineers and researchers in the field of computer vision and image processing.

Research Developments in Computer Vision and Image Processing: Methodologies and Applications

Author : Srivastava, Rajeev
Publisher : IGI Global
Page : 451 pages
File Size : 44,8 Mb
Release : 2013-09-30
Category : Computers
ISBN : 9781466645592

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Research Developments in Computer Vision and Image Processing: Methodologies and Applications by Srivastava, Rajeev Pdf

Similar to the way in which computer vision and computer graphics act as the dual fields that connect image processing in modern computer science, the field of image processing can be considered a crucial middle road between the vision and graphics fields. Research Developments in Computer Vision and Image Processing: Methodologies and Applications brings together various research methodologies and trends in emerging areas of application of computer vision and image processing. This book is useful for students, researchers, scientists, and engineers interested in the research developments of this rapidly growing field.

Image Processing, Computer Vision, and Pattern Recognition

Author : Hamid R. Arabnia,Leonidas Deligiannidis,Fernando G. Tinetti
Publisher : 2019 Worldcomp Internation
Page : 0 pages
File Size : 54,5 Mb
Release : 2020-03-13
Category : Computers
ISBN : 1601325061

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Image Processing, Computer Vision, and Pattern Recognition by Hamid R. Arabnia,Leonidas Deligiannidis,Fernando G. Tinetti Pdf

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 Processing and Pattern Recognition

Author : KC Santosh,Ayush Goyal,Djamila Aouada,Aaisha Makkar,Yao-Yi Chiang,Satish K. Singh
Publisher : Unknown
Page : 0 pages
File Size : 42,7 Mb
Release : 2023
Category : Electronic
ISBN : 3031236009

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Recent Trends in Image Processing and Pattern Recognition by KC Santosh,Ayush Goyal,Djamila Aouada,Aaisha Makkar,Yao-Yi Chiang,Satish K. Singh Pdf

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.

Trends and Advancements of Image Processing and Its Applications

Author : Prashant Johri,Mario José Diván,Ruqaiya Khanam,Marcelo Marciszack,Adrián Will
Publisher : Springer Nature
Page : 306 pages
File Size : 48,8 Mb
Release : 2021-11-13
Category : Computers
ISBN : 9783030759452

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Trends and Advancements of Image Processing and Its Applications by Prashant Johri,Mario José Diván,Ruqaiya Khanam,Marcelo Marciszack,Adrián Will Pdf

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.

Image Processing for Computer Graphics and Vision

Author : Luiz Velho,Alejandro C. Frery,Jonas Gomes
Publisher : Springer Science & Business Media
Page : 476 pages
File Size : 51,8 Mb
Release : 2009-04-29
Category : Computers
ISBN : 9781848001930

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Image Processing for Computer Graphics and Vision by Luiz Velho,Alejandro C. Frery,Jonas Gomes Pdf

Image processing is concerned with the analysis and manipulation of images by computer. Providing a thorough treatment of image processing with an emphasis on those aspects most used in computer graphics, the authors concentrate on describing and analyzing the underlying concepts rather than on presenting algorithms or pseudocode. As befits a modern introduction to this topic, a good balance is struck between discussing the underlying mathematics and the main topics: signal processing, data discretization, the theory of colour and different colour systems, operations in images, dithering and half-toning, warping and morphing and image processing. This second edition reflects recent trends in science andtechnology that exploit image processing in computer graphics and vision applications. Stochastic image models and statistical methods for image processing are covered as are: A modern approach and new developments in the area, Probability theory for image processing, Applications in image analysis and computer vision.

Recent Trends in Signal and Image Processing

Author : Siddhartha Bhattacharyya,Leo Mršić,Maja Brkljačić,Joseph Varghese Kureethara,Mario Koeppen
Publisher : Springer Nature
Page : 167 pages
File Size : 51,8 Mb
Release : 2021-04-01
Category : Technology & Engineering
ISBN : 9789813369665

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Recent Trends in Signal and Image Processing by Siddhartha Bhattacharyya,Leo Mršić,Maja Brkljačić,Joseph Varghese Kureethara,Mario Koeppen Pdf

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.

Hyperspectral Image Analysis

Author : Saurabh Prasad,Jocelyn Chanussot
Publisher : Springer Nature
Page : 464 pages
File Size : 54,8 Mb
Release : 2020-04-27
Category : Computers
ISBN : 9783030386177

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Hyperspectral Image Analysis by Saurabh Prasad,Jocelyn Chanussot Pdf

This book reviews the state of the art in algorithmic approaches addressing the practical challenges that arise with hyperspectral image analysis tasks, with a focus on emerging trends in machine learning and image processing/understanding. It presents advances in deep learning, multiple instance learning, sparse representation based learning, low-dimensional manifold models, anomalous change detection, target recognition, sensor fusion and super-resolution for robust multispectral and hyperspectral image understanding. It presents research from leading international experts who have made foundational contributions in these areas. The book covers a diverse array of applications of multispectral/hyperspectral imagery in the context of these algorithms, including remote sensing, face recognition and biomedicine. This book would be particularly beneficial to graduate students and researchers who are taking advanced courses in (or are working in) the areas of image analysis, machine learning and remote sensing with multi-channel optical imagery. Researchers and professionals in academia and industry working in areas such as electrical engineering, civil and environmental engineering, geosciences and biomedical image processing, who work with multi-channel optical data will find this book useful.

Biomedical Signal and Image Processing with Artificial Intelligence

Author : Chirag Paunwala,Mita Paunwala,Rahul Kher,Falgun Thakkar,Heena Kher,Mohammed Atiquzzaman,Norliza Mohd. Noor
Publisher : Springer Nature
Page : 423 pages
File Size : 55,8 Mb
Release : 2023-01-09
Category : Technology & Engineering
ISBN : 9783031158162

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Biomedical Signal and Image Processing with Artificial Intelligence by Chirag Paunwala,Mita Paunwala,Rahul Kher,Falgun Thakkar,Heena Kher,Mohammed Atiquzzaman,Norliza Mohd. Noor Pdf

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 : KC Santosh,Ravindra Hegadi,Umapada Pal
Publisher : Springer Nature
Page : 406 pages
File Size : 49,9 Mb
Release : 2022-05-21
Category : Computers
ISBN : 9783031070051

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Recent Trends in Image Processing and Pattern Recognition by KC Santosh,Ravindra Hegadi,Umapada Pal Pdf

This volume constitutes the refereed proceedings of the 4th International Conference on Recent Trends in Image Processing and Pattern Recognition, RTIP2R 2021, held in Msida, Malta, in December 2021. Due to the COVID-19 pandemic the conference was held online. The 19 full papers and 14 short papers presented were carefully reviewed and selected from 84 submissions. The papers are organized in the following topical sections:​ healthcare: medical imaging and informatics; computer vision and pattern recognition; document analysis and recognition; signal processing and machine learning; satellite imaging and remote sensing.

Recent Trends in Signal and Image Processing

Author : Siddhartha Bhattacharyya,Anirban Mukherjee,Hrishikesh Bhaumik,Swagatam Das,Kaori Yoshida
Publisher : Springer
Page : 218 pages
File Size : 45,8 Mb
Release : 2018-05-09
Category : Technology & Engineering
ISBN : 9789811088636

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Recent Trends in Signal and Image Processing by Siddhartha Bhattacharyya,Anirban Mukherjee,Hrishikesh Bhaumik,Swagatam Das,Kaori Yoshida Pdf

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
Page : 592 pages
File Size : 42,8 Mb
Release : 2002-10-24
Category : Computers
ISBN : 9789814486927

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Recent Trends in Multimedia Information Processing by Panos Liatsis Pdf

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

Advances in Image Processing and Understanding

Author : Alan Conrad Bovik,Chang Wen Chen,Dmitry B. Goldgof
Publisher : World Scientific
Page : 398 pages
File Size : 49,8 Mb
Release : 2002
Category : Technology & Engineering
ISBN : 9789812380913

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Advances in Image Processing and Understanding by Alan Conrad Bovik,Chang Wen Chen,Dmitry B. Goldgof Pdf

This volume of original papers has been assembled to honor the achievements of Professor Thomas S Huang in the area of image processing and image analysis. Professor Huang's life of inquiry has spanned a number of decades as his work on imaging problems began in 1960's. Over these 40 years, he has made many fundamental and pioneering contributions to nearly every area of this field. Professor Huang has received numerous Awards, including the prestigious Jack Kilby Signal Processing Medal from IEEE. He has been elected to the National Academy of Engineering, and named Fellow of IEEE, Fellow of OSA, Fellow of IAPR, and Fellow of SPIE. Professor Huang has made fundamental contributions to image processing, pattern recognition, and computer vision: including design and stability test of multidimensional digital filters, digital holography; compression techniques for documents and images; 3D motion and modeling, analysis and visualization of the human face, hand and body, multi-modal human-computer interfaces; and multimedia databases. Many of his research ideas have been seminal, opening up new areas of research. Professor Huang is continuing his contribution to the field in the new millennium This book is intended to highlight his contributions by showing the breadth of areas in which his students are working. As such, contributed chapters were written by some of his many former graduate students (some with Professor Huang as a coauthor) and illustrate not only his contributions to imaging science but also his commitment to educational endeavor. The breadth of contributions is an indication of influence of Professor Huang to the field of signal processing, image processing, computer vision and applications; the book includes chapters on learning in image retrieval, facial motion analysis, cloud motion tracking, wavelet coding, robust video transmission, and many other topics. The Appendix contains several reprints of Professor Huang's most influential papers from 1970's to 1990's. This book is directed towards image processing researchers, including academic faculty, graduate students and industry researchers, as well as toward professionals working in application areas.