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Emerging Trends In Image Processing Computer Vision And Pattern Recognition

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Emerging Trends in Image Processing Computer Vision and Pattern Recognition

Emerging Trends in Image Processing  Computer Vision and Pattern Recognition Book
Author : Leonidas Deligiannidis,Hamid R Arabnia
Publisher : Morgan Kaufmann
Release : 2014-12-09
ISBN : 012802092X
Language : En, Es, Fr & De

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Book Description :

Emerging Trends in Image Processing, Computer Vision, and Pattern Recognition discusses the latest in trends in imaging science which at its core consists of three intertwined computer science fields, namely: Image Processing, Computer Vision, and Pattern Recognition. There is significant renewed interest in each of these three fields fueled by Big Data and Data Analytic initiatives including but not limited to; applications as diverse as computational biology, biometrics, biomedical imaging, robotics, security, and knowledge engineering. These three core topics discussed here provide a solid introduction to image processing along with low-level processing techniques, computer vision fundamentals along with examples of applied applications and pattern recognition algorithms and methodologies that will be of value to the image processing and computer vision research communities. Drawing upon the knowledge of recognized experts with years of practical experience and discussing new and novel applications Editors’ Leonidas Deligiannidis and Hamid Arabnia cover; Many perspectives of image processing spanning from fundamental mathematical theory and sampling, to image representation and reconstruction, filtering in spatial and frequency domain, geometrical transformations, and image restoration and segmentation Key application techniques in computer vision some of which are camera networks and vision, image feature extraction, face and gesture recognition and biometric authentication Pattern recognition algorithms including but not limited to; Supervised and unsupervised classification algorithms, Ensemble learning algorithms, and parsing algorithms. How to use image processing and visualization to analyze big data. Discusses novel applications that can benefit from image processing, computer vision and pattern recognition such as computational biology, biometrics, biomedical imaging, robotics, security, and knowledge engineering. Covers key application techniques in computer vision from fundamentals to mid to high level processing some of which are camera networks and vision, image feature extraction, face and gesture recognition and biometric authentication. Presents a number of pattern recognition algorithms and methodologies including but not limited to; supervised and unsupervised classification algorithms, Ensemble learning algorithms, and parsing algorithms. Explains how to use image processing and visualization to analyze big data.

Image Processing Computer Vision and Pattern Recognition

Image Processing  Computer Vision  and Pattern Recognition Book
Author : Hamid R. Arabnia,Leonidas Deligiannidis,Fernando G. Tinetti
Publisher : 2019 Worldcomp Internation
Release : 2020-03-13
ISBN : 9781601325068
Language : En, Es, Fr & De

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Book Description :

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

Recent Trends in Image Processing and Pattern Recognition Book
Author : K. C. Santosh,Ravindra S. Hegadi
Publisher : Springer
Release : 2019-07-20
ISBN : 9789811391804
Language : En, Es, Fr & De

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Book Description :

This three-book 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.

Computational Intelligence Methods for Super Resolution in Image Processing Applications

Computational Intelligence Methods for Super Resolution in Image Processing Applications Book
Author : Anand Deshpande,Vania V. Estrela,Navid Razmjooy
Publisher : Springer Nature
Release : 2021-05-28
ISBN : 3030679217
Language : En, Es, Fr & De

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Book Description :

This book explores the application of deep learning techniques within a particularly difficult computational type of computer vision (CV) problem ─ super-resolution (SR). The authors present and discuss ways to apply computational intelligence (CI) methods to SR. The volume also explores the possibility of using different kinds of CV techniques to develop and enhance the tools/processes related to SR. The application areas covered include biomedical engineering, healthcare applications, medicine, histology, and material science. The book will be a valuable reference for anyone concerned with multiple multimodal images, especially professionals working in remote sensing, nanotechnology and immunology at research institutes, healthcare facilities, biotechnology institutions, agribusiness services, veterinary facilities, and universities.

Micro Electronics and Telecommunication Engineering

Micro Electronics and Telecommunication Engineering Book
Author : Devendra Kumar Sharma,Sheng-Lung Peng,Rohit Sharma,Dmitry A. Zaitsev
Publisher : Springer Nature
Release : 2022-02-28
ISBN : 9811687218
Language : En, Es, Fr & De

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Book Description :

The book presents high-quality papers from the Fourth International Conference on Microelectronics and Telecommunication Engineering (ICMETE 2021). It discusses the latest technological trends and advances in major research areas such as microelectronics, wireless communications, optical communication, signal processing, image processing, big data, cloud computing, artificial intelligence and sensor network applications. This book includes the contributions of national and international scientists, researchers, and engineers from both academia and the industry. The contents of this volume will be useful to researchers, professionals, and students alike.

Advances in Intelligent Systems and Computing V

Advances in Intelligent Systems and Computing V Book
Author : Natalya Shakhovska,Mykola O. Medykovskyy
Publisher : Springer Nature
Release : 2020-12-22
ISBN : 3030632709
Language : En, Es, Fr & De

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Book Description :

This book reports on new theories and applications in the field of intelligent systems and computing. It covers cutting-edge computational and artificial intelligence methods, advances in computer vision, big data, cloud computing, and computation linguistics, as well as cyber-physical and intelligent information management systems. The respective chapters are based on selected papers presented at the workshop on intelligent systems and computing, held during the International Conference on Computer Science and Information Technologies, CSIT 2020, which was jointly organized on September 23-26, 2020, by the Lviv Polytechnic National University, Ukraine, the Kharkiv National University of Radio Electronics, Ukraine, and the Technical University of Lodz, Poland, under patronage of Ministry of Education and Science of Ukraine. Given its breadth of coverage, the book provides academics and professionals with extensive information and a timely snapshot of the field of intelligent systems, and is sure to foster new discussions and collaborations among different groups.

Handbook of Research on Emerging Perspectives in Intelligent Pattern Recognition Analysis and Image Processing

Handbook of Research on Emerging Perspectives in Intelligent Pattern Recognition  Analysis  and Image Processing Book
Author : Kamila, Narendra Kumar
Publisher : IGI Global
Release : 2015-11-30
ISBN : 1466686553
Language : En, Es, Fr & De

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Book Description :

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Business Environment and Technological Innovation Emerging Trends

Business Environment and Technological Innovation  Emerging Trends Book
Author : Dr M Ganesh Babu, Dr C Suresh, Dr B Nagarjuna, Dr G Vani, Dr Amb.ParinSomani
Publisher : Archers & Elevators Publishing House
Release : 2022-11-29
ISBN : 9390996430
Language : En, Es, Fr & De

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Book Description :

Download Business Environment and Technological Innovation Emerging Trends book written by Dr M Ganesh Babu, Dr C Suresh, Dr B Nagarjuna, Dr G Vani, Dr Amb.ParinSomani, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

New Trends in Databases and Information Systems

New Trends in Databases and Information Systems Book
Author : Mirjana Ivanović,Bernhard Thalheim,Barbara Catania,Klaus-Dieter Schewe,Mārīte Kirikova,Petr Šaloun,Ajantha Dahanayake,Tania Cerquitelli,Elena Baralis,Pietro Michiardi
Publisher : Springer
Release : 2016-08-13
ISBN : 3319440667
Language : En, Es, Fr & De

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Book Description :

This book constitutes the thoroughly refereed short papers, workshops and Doctoral Consortium papers of the 20th East European Conference on Advances in Databases and Information Systems, ADBIS 2016, held in Prague, Czech Republic, in August 2016. The 11 short papers and one historical paper were carefully selected and reviewed from 85 submissions. The rest of papers was selected from reviewing processes of 2 workshops and Doctoral Consortium. The papers are organized in topical sections on ADBIS Short Papers, Third International Workshop on Big Data Applications and Principles (BigDap 2016), Second International Workshop on Data Centered Smart Applications (DCSA 2016) and ADBIS Doctoral Consortium.

HCI in Business Government and Organizations eCommerce and Consumer Behavior

HCI in Business  Government and Organizations  eCommerce and Consumer Behavior Book
Author : Fiona Fui-Hoon Nah,Keng Siau
Publisher : Springer
Release : 2019-07-10
ISBN : 3030223353
Language : En, Es, Fr & De

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Book Description :

This two-volume set LNCS 11588 and 11589 constitutes the refereed proceedings of the 6th International Conference on Business, Government, and Organizations, HCIBGO 2019, held in July 2019 as part of HCI International 2019 in Orlando, FL, USA. HCII 2019 received a total of 5029 submissions, of which 1275 papers and 209 posters were accepted for publication after a careful reviewing process. The 63 papers presented in these two volumes are organized in topical sections named: Electronic, Mobile and Ubiquitous Commerce, eBanking and Digital Money, Consumer Behaviour, Business Information Systems, Dashboards and Visualization, Social Media and Big Data Analytics in B

Data Analytics for Protein Crystallization

Data Analytics for Protein Crystallization Book
Author : Marc L. Pusey,Ramazan Savaş Aygün
Publisher : Springer
Release : 2017-11-27
ISBN : 3319589377
Language : En, Es, Fr & De

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Book Description :

This unique text/reference presents an overview of the computational aspects of protein crystallization, describing how to build robotic high-throughput and crystallization analysis systems. The coverage encompasses the complete data analysis cycle, including the set-up of screens by analyzing prior crystallization trials, the classification of crystallization trial images by effective feature extraction, the analysis of crystal growth in time series images, the segmentation of crystal regions in images, the application of focal stacking methods for crystallization images, and the visualization of trials. Topics and features: describes the fundamentals of protein crystallization, and the scoring and categorization of crystallization image trials; introduces a selection of computational methods for protein crystallization screening, and the hardware and software architecture for a basic high-throughput system; presents an overview of the image features used in protein crystallization classification, and a spatio-temporal analysis of protein crystal growth; examines focal stacking techniques to avoid blurred crystallization images, and different thresholding methods for binarization or segmentation; discusses visualization methods and software for protein crystallization analysis, and reviews alternative methods to X-ray diffraction for obtaining structural information; provides an overview of the current challenges and potential future trends in protein crystallization. This interdisciplinary work serves as an essential reference on the computational and data analytics components of protein crystallization for the structural biology community, in addition to computer scientists wishing to enter the field of protein crystallization.

Emotion and Stress Recognition Related Sensors and Machine Learning Technologies

Emotion and Stress Recognition Related Sensors and Machine Learning Technologies Book
Author : Kyandoghere Kyamakya,Fadi Al-Machot,Ahmad Haj Mosa,Hamid Bouchachia,Jean Chamberlain Chedjou,Antoine Bagula
Publisher : MDPI
Release : 2021-09-01
ISBN : 3036511385
Language : En, Es, Fr & De

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Book Description :

This book includes impactful chapters which present scientific concepts, frameworks, architectures and ideas on sensing technologies and machine learning techniques. These are relevant in tackling the following challenges: (i) the field readiness and use of intrusive sensor systems and devices for capturing biosignals, including EEG sensor systems, ECG sensor systems and electrodermal activity sensor systems; (ii) the quality assessment and management of sensor data; (iii) data preprocessing, noise filtering and calibration concepts for biosignals; (iv) the field readiness and use of nonintrusive sensor technologies, including visual sensors, acoustic sensors, vibration sensors and piezoelectric sensors; (v) emotion recognition using mobile phones and smartwatches; (vi) body area sensor networks for emotion and stress studies; (vii) the use of experimental datasets in emotion recognition, including dataset generation principles and concepts, quality insurance and emotion elicitation material and concepts; (viii) machine learning techniques for robust emotion recognition, including graphical models, neural network methods, deep learning methods, statistical learning and multivariate empirical mode decomposition; (ix) subject-independent emotion and stress recognition concepts and systems, including facial expression-based systems, speech-based systems, EEG-based systems, ECG-based systems, electrodermal activity-based systems, multimodal recognition systems and sensor fusion concepts and (x) emotion and stress estimation and forecasting from a nonlinear dynamical system perspective. This book, emerging from the Special Issue of the Sensors journal on “Emotion and Stress Recognition Related Sensors and Machine Learning Technologies” emerges as a result of the crucial need for massive deployment of intelligent sociotechnical systems. Such technologies are being applied in assistive systems in different domains and parts of the world to address challenges that could not be addressed without the advances made in these technologies.

Trends and Applications in Software Engineering

Trends and Applications in Software Engineering Book
Author : Jezreel Mejia,Mirna Muñoz,Álvaro Rocha,Tomas San Feliu,Adriana Peña
Publisher : Springer
Release : 2016-10-10
ISBN : 3319485237
Language : En, Es, Fr & De

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Book Description :

This book offers a selection of papers from the 2016 International Conference on Software Process Improvement (CIMPS’16), held between the 12th and 14th of October 2016 in Aguascalientes, Aguascalientes, México. The CIMPS’16 is a global forum for researchers and practitioners to present and discuss the most recent innovations, trends, results, experiences and concerns in the different aspects of software engineering with a focus on, but not limited to, software processes, security in information and communication technology, and big data. The main topics covered include: organizational models, standards and methodologies, knowledge management, software systems, applications and tools, information and communication technologies and processes in non-software domains (mining, automotive, aerospace, business, health care, manufacturing, etc.) with a clear focus on software process challenges.

Trends and Advances in Information Systems and Technologies

Trends and Advances in Information Systems and Technologies Book
Author : Álvaro Rocha,Hojjat Adeli,Luís Paulo Reis,Sandra Costanzo
Publisher : Springer
Release : 2018-03-24
ISBN : 3319777122
Language : En, Es, Fr & De

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Book Description :

This book includes a selection of papers from the 2018 World Conference on Information Systems and Technologies (WorldCIST'18), held in Naples, Italy on March27-29, 2018. WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences and the challenges of modern information systems and technologies research together with their technological development and applications. The main topics covered are: A) Information and Knowledge Management; B) Organizational Models and Information Systems; C) Software and Systems Modeling; D) Software Systems, Architectures, Applications and Tools; E) Multimedia Systems and Applications; F) Computer Networks, Mobility and Pervasive Systems; G) Intelligent and Decision Support Systems; H) Big Data Analytics and Applications; I) Human–Computer Interaction; J) Ethics, Computers & Security; K) Health Informatics; L) Information Technologies in Education; M) Information Technologies in Radiocommunications; N) Technologies for Biomedical Applications.

Advances in Decision Sciences Image Processing Security and Computer Vision

Advances in Decision Sciences  Image Processing  Security and Computer Vision Book
Author : Suresh Chandra Satapathy,K. Srujan Raju,K. Shyamala,D. Rama Krishna,Margarita N. Favorskaya
Publisher : Springer
Release : 2019-07-12
ISBN : 3030243222
Language : En, Es, Fr & De

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Book Description :

This book constitutes the proceedings of the First International Conference on Emerging Trends in Engineering (ICETE), held at University College of Engineering and organised by the Alumni Association, University College of Engineering, Osmania University, in Hyderabad, India on 22–23 March 2019. The proceedings of the ICETE are published in three volumes, covering seven areas: Biomedical, Civil, Computer Science, Electrical & Electronics, Electronics & Communication, Mechanical, and Mining Engineering. The 215 peer-reviewed papers from around the globe present the latest state-of-the-art research, and are useful to postgraduate students, researchers, academics and industry engineers working in the respective fields. Volume 1 presents papers on the theme “Advances in Decision Sciences, Image Processing, Security and Computer Vision – International Conference on Emerging Trends in Engineering (ICETE)”. It includes state-of-the-art technical contributions in the area of biomedical and computer science engineering, discussing sustainable developments in the field, such as instrumentation and innovation, signal and image processing, Internet of Things, cryptography and network security, data mining and machine learning.

Soft Computing for Sustainability Science

Soft Computing for Sustainability Science Book
Author : Carlos Cruz Corona
Publisher : Springer
Release : 2017-07-12
ISBN : 3319623591
Language : En, Es, Fr & De

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Book Description :

This book offers a timely snapshot of soft computing methodologies and their applications to various problems related to sustainability, including electric energy consumption; fault diagnosis; vessel fuel consumption; determining the best sites for new malls; maritime port projects; and ad-hoc vehicular networks. Further, it demonstrates how metaheuristics and machine learning methods, fuzzy linear programming, neural networks, computing with words, linguistic models and other soft computing methods can be efficiently used to solve real-world problems. Intended as a practice-oriented guide for students, researchers, and professionals working at the interface between computer science, industrial engineering, naval engineering, agriculture, and sustainable development / climate change research, it provides readers with a set of intelligent solutions, helping them answer a range of emerging questions related to sustainability.

Research Developments in Computer Vision and Image Processing Methodologies and Applications

Research Developments in Computer Vision and Image Processing  Methodologies and Applications Book
Author : Srivastava, Rajeev
Publisher : IGI Global
Release : 2013-09-30
ISBN : 1466645598
Language : En, Es, Fr & De

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Book Description :

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.

Proceedings of the 11th International Conference on Robotics Vision Signal Processing and Power Applications

Proceedings of the 11th International Conference on Robotics  Vision  Signal Processing and Power Applications Book
Author : Nor Muzlifah Mahyuddin,Nor Rizuan Mat Noor,Harsa Amylia Mat Sakim
Publisher : Springer Nature
Release : 2022-02-11
ISBN : 9811681295
Language : En, Es, Fr & De

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Book Description :

The proceeding is a collection of research papers presented at the 11th International Conference on Robotics, Vision, Signal Processing & Power Applications (RoViSP 2021). The theme of RoViSP 2021 “Enhancing Research and Innovation through the Fourth Industrial Revolution (IR 4.0)” served as a platform for researchers, scientists, engineers, academicians as well as industrial professionals from all around the globe to present and exchange their research findings and development activities through oral presentations. The book covers various topics of interest, including: Robotics, Control, Mechatronics and Automation Telecommunication Systems and Applications Electronic Design and Applications Vision, Image and Signal Processing Electrical Power, Energy and Industrial Applications Computer and Information Technology Biomedical Engineering and Applications Intelligent Systems Internet-of-things Mechatronics Mobile Technology

Development and Investigation of Novel Logic in Memory and Nonvolatile Logic Circuits Utilizing Hafnium Oxide Based Ferroelectric Field Effect Transistors

Development and Investigation of Novel Logic in Memory and Nonvolatile Logic Circuits Utilizing Hafnium Oxide Based Ferroelectric Field Effect Transistors Book
Author : Evelyn Tina Breyer
Publisher : BoD – Books on Demand
Release : 2022-02-08
ISBN : 3755708523
Language : En, Es, Fr & De

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Book Description :

Not only conventional computer architectures, such as the von-Neumann architecture with its inevitable von-Neumann bottleneck, but likewise the emerging field of edge computing require to substantially decrease the spatial separation of logic and memory units to overcome power and latency shortages. The integration of logic operations into memory units (Logic-in-Memory), as well as memory elements into logic circuits (Nonvolatile Logic), promises to fulfill this request by combining high-speed with low-power operation. Ferroelectric field-effect transistors (FeFETs) based on hafnium oxide prove to be auspicious candidates for the memory elements in applications of that kind, as those nonvolatile memory elements are CMOS-compatible and likewise scalable. This work presents implementations that merge logic and memory by exploiting the natural capability of the FeFET to combine logic functionality (transistor) and memory ability (nonvolatility).

Proceedings of International Conference on Computer Vision and Image Processing

Proceedings of International Conference on Computer Vision and Image Processing Book
Author : Balasubramanian Raman,Sanjeev Kumar,Partha Pratim Roy,Debashis Sen
Publisher : Springer
Release : 2016-12-22
ISBN : 9811021074
Language : En, Es, Fr & De

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Book Description :

This edited volume contains technical contributions in the field of computer vision and image processing presented at the First International Conference on Computer Vision and Image Processing (CVIP 2016). The contributions are thematically divided based on their relation to operations at the lower, middle and higher levels of vision systems, and their applications. The technical contributions in the areas of sensors, acquisition, visualization and enhancement are classified as related to low-level operations. They discuss various modern topics – reconfigurable image system architecture, Scheimpflug camera calibration, real-time autofocusing, climate visualization, tone mapping, super-resolution and image resizing. The technical contributions in the areas of segmentation and retrieval are classified as related to mid-level operations. They discuss some state-of-the-art techniques – non-rigid image registration, iterative image partitioning, egocentric object detection and video shot boundary detection. The technical contributions in the areas of classification and retrieval are categorized as related to high-level operations. They discuss some state-of-the-art approaches – extreme learning machines, and target, gesture and action recognition. A non-regularized state preserving extreme learning machine is presented for natural scene classification. An algorithm for human action recognition through dynamic frame warping based on depth cues is given. Target recognition in night vision through convolutional neural network is also presented. Use of convolutional neural network in detecting static hand gesture is also discussed. Finally, the technical contributions in the areas of surveillance, coding and data security, and biometrics and document processing are considered as applications of computer vision and image processing. They discuss some contemporary applications. A few of them are a system for tackling blind curves, a quick reaction target acquisition and tracking system, an algorithm to detect for copy-move forgery based on circle block, a novel visual secret sharing scheme using affine cipher and image interleaving, a finger knuckle print recognition system based on wavelet and Gabor filtering, and a palmprint recognition based on minutiae quadruplets.