Image And Video Processing In The Compressed Domain

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Image and Video Processing in the Compressed Domain

Author : Jayanta Mukhopadhyay
Publisher : CRC Press
ISBN 13 : 1439829357
Total Pages : 304 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Image and Video Processing in the Compressed Domain by : Jayanta Mukhopadhyay

Download or read book Image and Video Processing in the Compressed Domain written by Jayanta Mukhopadhyay and published by CRC Press. This book was released on 2011-03-22 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: As more images and videos are becoming available in compressed formats, researchers have begun designing algorithms for different image operations directly in their domains of representation, leading to faster computation and lower buffer requirements. Image and Video Processing in the Compressed Domain presents the fundamentals, properties, and applications of a variety of image transforms used in image and video compression. It illustrates the development of algorithms for processing images and videos in the compressed domain. Developing concepts from first principles, the book introduces popular image and video compression algorithms, in particular JPEG, JPEG2000, MPEG-2, MPEG-4, and H.264 standards. It also explores compressed domain analysis and performance metrics for comparing algorithms. The author then elucidates the definitions and properties of the discrete Fourier transform (DFT), discrete cosine transform (DCT), integer cosine transform (ICT), and discrete wavelet transform (DWT). In the subsequent chapters, the author discusses core operations, such as image filtering, color enhancement, image resizing, and transcoding of images and videos, that are used in various image and video analysis approaches. He also focuses on other facets of compressed domain analysis, including video editing operations, video indexing, and image and video steganography and watermarking. With MATLAB® codes on an accompanying CD-ROM, this book takes you through the steps involved in processing and analyzing compressed videos and images. It covers the algorithms, standards, and techniques used for coding images and videos in compressed formats.

Handbook of Image and Video Processing

Author : Alan C. Bovik
Publisher : Academic Press
ISBN 13 : 0080533612
Total Pages : 1429 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Handbook of Image and Video Processing by : Alan C. Bovik

Download or read book Handbook of Image and Video Processing written by Alan C. Bovik and published by Academic Press. This book was released on 2010-07-21 with total page 1429 pages. Available in PDF, EPUB and Kindle. Book excerpt: 55% new material in the latest edition of this "must-have for students and practitioners of image & video processing!This Handbook is intended to serve as the basic reference point on image and video processing, in the field, in the research laboratory, and in the classroom. Each chapter has been written by carefully selected, distinguished experts specializing in that topic and carefully reviewed by the Editor, Al Bovik, ensuring that the greatest depth of understanding be communicated to the reader. Coverage includes introductory, intermediate and advanced topics and as such, this book serves equally well as classroom textbook as reference resource. • Provides practicing engineers and students with a highly accessible resource for learning and using image/video processing theory and algorithms • Includes a new chapter on image processing education, which should prove invaluable for those developing or modifying their curricula • Covers the various image and video processing standards that exist and are emerging, driving today's explosive industry • Offers an understanding of what images are, how they are modeled, and gives an introduction to how they are perceived • Introduces the necessary, practical background to allow engineering students to acquire and process their own digital image or video data • Culminates with a diverse set of applications chapters, covered in sufficient depth to serve as extensible models to the reader's own potential applications About the Editor... Al Bovik is the Cullen Trust for Higher Education Endowed Professor at The University of Texas at Austin, where he is the Director of the Laboratory for Image and Video Engineering (LIVE). He has published over 400 technical articles in the general area of image and video processing and holds two U.S. patents. Dr. Bovik was Distinguished Lecturer of the IEEE Signal Processing Society (2000), received the IEEE Signal Processing Society Meritorious Service Award (1998), the IEEE Third Millennium Medal (2000), and twice was a two-time Honorable Mention winner of the international Pattern Recognition Society Award. He is a Fellow of the IEEE, was Editor-in-Chief, of the IEEE Transactions on Image Processing (1996-2002), has served on and continues to serve on many other professional boards and panels, and was the Founding General Chairman of the IEEE International Conference on Image Processing which was held in Austin, Texas in 1994.* No other resource for image and video processing contains the same breadth of up-to-date coverage* Each chapter written by one or several of the top experts working in that area* Includes all essential mathematics, techniques, and algorithms for every type of image and video processing used by electrical engineers, computer scientists, internet developers, bioengineers, and scientists in various, image-intensive disciplines

Handbook of Video Databases

Author : Borko Furht
Publisher : CRC Press
ISBN 13 : 0203489861
Total Pages : 1228 pages
Book Rating : 4.2/5 (34 download)

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Book Synopsis Handbook of Video Databases by : Borko Furht

Download or read book Handbook of Video Databases written by Borko Furht and published by CRC Press. This book was released on 2003-09-30 with total page 1228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technology has spurred the growth of huge image and video libraries, many growing into the hundreds of terabytes. As a result there is a great demand among organizations for the design of databases that can effectively support the storage, search, retrieval, and transmission of video data. Engineers and researchers in the field demand a comprehensi

Multimedia Image and Video Processing

Author : Ling Guan
Publisher : CRC Press
ISBN 13 : 1420037560
Total Pages : 456 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Multimedia Image and Video Processing by : Ling Guan

Download or read book Multimedia Image and Video Processing written by Ling Guan and published by CRC Press. This book was released on 2000-08-23 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multimedia stands as one of the most challenging and exciting aspects of the information era. Although there are books available that deal with various facets of multimedia, the field has urgently needed a comprehensive look at recent developments in the systems, processing, and applications of image and video data in a multimedia environment.

The Essential Guide to Video Processing

Author : Alan C. Bovik
Publisher : Academic Press
ISBN 13 : 0080922503
Total Pages : 777 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis The Essential Guide to Video Processing by : Alan C. Bovik

Download or read book The Essential Guide to Video Processing written by Alan C. Bovik and published by Academic Press. This book was released on 2009-07-07 with total page 777 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive and state-of-the art approach to video processing gives engineers and students a comprehensive introduction and includes full coverage of key applications: wireless video, video networks, video indexing and retrieval and use of video in speech processing. Containing all the essential methods in video processing alongside the latest standards, it is a complete resource for the professional engineer, researcher and graduate student. - Numerous conceptual and numerical examples - All the latest standards are thoroughly covered: MPEG-1, MPEG-2, MPEG-4, H.264 and AVC - Coverage of the latest techniques in video security "Like its sister volume "The Essential Guide to Image Processing," Professor Bovik's Essential Guide to Video Processing provides a timely and comprehensive survey, with contributions from leading researchers in the area. Highly recommended for everyone with an interest in this fascinating and fast-moving field." —Prof. Bernd Girod, Stanford University, USA - Edited by a leading person in the field who created the IEEE International Conference on Image Processing, with contributions from experts in their fields - Numerous conceptual and numerical examples - All the latest standards are thoroughly covered: MPEG-1, MPEG-2, MPEG-4, H.264 and AVC - Coverage of the latest techniques in video security

Advances in Artificial Intelligence and Data Engineering

Author : Niranjan N. Chiplunkar
Publisher : Springer Nature
ISBN 13 : 9811535140
Total Pages : 1456 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Advances in Artificial Intelligence and Data Engineering by : Niranjan N. Chiplunkar

Download or read book Advances in Artificial Intelligence and Data Engineering written by Niranjan N. Chiplunkar and published by Springer Nature. This book was released on 2020-08-13 with total page 1456 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents selected peer-reviewed papers from the International Conference on Artificial Intelligence and Data Engineering (AIDE 2019). The topics covered are broadly divided into four groups: artificial intelligence, machine vision and robotics, ambient intelligence, and data engineering. The book discusses recent technological advances in the emerging fields of artificial intelligence, machine learning, robotics, virtual reality, augmented reality, bioinformatics, intelligent systems, cognitive systems, computational intelligence, neural networks, evolutionary computation, speech processing, Internet of Things, big data challenges, data mining, information retrieval, and natural language processing. Given its scope, this book can be useful for students, researchers, and professionals interested in the growing applications of artificial intelligence and data engineering.

Innovations and Advanced Techniques in Systems, Computing Sciences and Software Engineering

Author : Khaled Elleithy
Publisher : Springer Science & Business Media
ISBN 13 : 1402087357
Total Pages : 580 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Innovations and Advanced Techniques in Systems, Computing Sciences and Software Engineering by : Khaled Elleithy

Download or read book Innovations and Advanced Techniques in Systems, Computing Sciences and Software Engineering written by Khaled Elleithy and published by Springer Science & Business Media. This book was released on 2008-08-17 with total page 580 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovations and Advanced Techniques in Systems, Computing Sciences and Software Engineering includes a set of rigorously reviewed world-class manuscripts addressing and detailing state-of-the-art research projects in the areas of Computer Science, Software Engineering, Computer Engineering, and Systems Engineering and Sciences. Innovations and Advanced Techniques in Systems, Computing Sciences and Software Engineering includes selected papers form the conference proceedings of the International Conference on Systems, Computing Sciences and Software Engineering (SCSS 2007) which was part of the International Joint Conferences on Computer, Information and Systems Sciences and Engineering (CISSE 2007).

Computer Vision and Image Processing

Author : Deep Gupta
Publisher : Springer Nature
ISBN 13 : 3031314174
Total Pages : 767 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Computer Vision and Image Processing by : Deep Gupta

Download or read book Computer Vision and Image Processing written by Deep Gupta and published by Springer Nature. This book was released on 2023-05-06 with total page 767 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two volume set (CCIS 1776-1777) constitutes the refereed proceedings of the 7th International Conference on Computer Vision and Image Processing, CVIP 2022, held in Nagpur, India, November 4–6, 2022. The 110 full papers and 11 short papers were carefully reviewed and selected from 307 submissions. Out of 121 papers, 109 papers are included in this book. The topical scope of the two-volume set focuses on Medical Image Analysis, Image/ Video Processing for Autonomous Vehicles, Activity Detection/ Recognition, Human Computer Interaction, Segmentation and Shape Representation, Motion and Tracking, Image/ Video Scene Understanding, Image/Video Retrieval, Remote Sensing, Hyperspectral Image Processing, Face, Iris, Emotion, Sign Language and Gesture Recognition, etc.

Pattern Recognition

Author : Huimin Lu
Publisher : Springer Nature
ISBN 13 : 3031476379
Total Pages : 439 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Pattern Recognition by : Huimin Lu

Download or read book Pattern Recognition written by Huimin Lu and published by Springer Nature. This book was released on 2023-12-06 with total page 439 pages. Available in PDF, EPUB and Kindle. Book excerpt: This three-volume set LNCS 14406-14408 constitutes the refereed proceedings of the 7th Asian Conference on Pattern Recognition, ACPR 2023, held in Kitakyushu, Japan, in November 2023. The 93 full papers presented were carefully reviewed and selected from 164 submissions. The conference focuses on four important areas of pattern recognition: pattern recognition and machine learning, computer vision and robot vision, signal processing, and media processing and interaction, covering various technical aspects.

Activity Monitoring by Multiple Distributed Sensing

Author : Pier Luigi Mazzeo
Publisher : Springer
ISBN 13 : 3319133233
Total Pages : 124 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Activity Monitoring by Multiple Distributed Sensing by : Pier Luigi Mazzeo

Download or read book Activity Monitoring by Multiple Distributed Sensing written by Pier Luigi Mazzeo and published by Springer. This book was released on 2014-11-19 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the Second International Workshop on Activity Monitoring by Multiple Distributed Sensing, AMMDS 2014, held in Stockholm, Sweden, in August 2014, as a satellite event of ICPR 2014, the 22nd International Conference on Pattern Recognition. The 9 revised full papers included in the volume investigate the challenges that arise when distributed sensor networks are used to track, monitor, and understand the activity, intent, and motives of human beings. Application areas include human-computer interaction, user interface design, robot learning, and surveillance.

Lossless Information Hiding in Images

Author : Zhe-Ming Lu
Publisher : Syngress
ISBN 13 : 0128121661
Total Pages : 434 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Lossless Information Hiding in Images by : Zhe-Ming Lu

Download or read book Lossless Information Hiding in Images written by Zhe-Ming Lu and published by Syngress. This book was released on 2016-11-14 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lossless Information Hiding in Images introduces many state-of-the-art lossless hiding schemes, most of which come from the authors' publications in the past five years. After reading this book, readers will be able to immediately grasp the status, the typical algorithms, and the trend of the field of lossless information hiding. Lossless information hiding is a technique that enables images to be authenticated and then restored to their original forms by removing the watermark and replacing overridden images. This book focuses on the lossless information hiding in our most popular media, images, classifying them in three categories, i.e., spatial domain based, transform domain based, and compressed domain based. Furthermore, the compressed domain based methods are classified into VQ based, BTC based, and JPEG/JPEG2000 based. - Focuses specifically on lossless information hiding for images - Covers the most common visual medium, images, and the most common compression schemes, JPEG and JPEG 2000 - Includes recent state-of-the-art techniques in the field of lossless image watermarking - Presents many lossless hiding schemes, most of which come from the authors' publications in the past five years

Encyclopedia of Image Processing

Author : Phillip A. Laplante
Publisher : CRC Press
ISBN 13 : 1351032739
Total Pages : 856 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis Encyclopedia of Image Processing by : Phillip A. Laplante

Download or read book Encyclopedia of Image Processing written by Phillip A. Laplante and published by CRC Press. This book was released on 2018-11-08 with total page 856 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Encyclopedia of Image Processing presents a vast collection of well-written articles covering image processing fundamentals (e.g. color theory, fuzzy sets, cryptography) and applications (e.g. geographic information systems, traffic analysis, forgery detection). Image processing advances have enabled many applications in healthcare, avionics, robotics, natural resource discovery, and defense, which makes this text a key asset for both academic and industrial libraries and applied scientists and engineers working in any field that utilizes image processing. Written by experts from both academia and industry, it is structured using the ACM Computing Classification System (CCS) first published in 1988, but most recently updated in 2012.

Intelligent Image and Video Compression

Author : David Bull
Publisher : Academic Press
ISBN 13 : 0128203544
Total Pages : 610 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Intelligent Image and Video Compression by : David Bull

Download or read book Intelligent Image and Video Compression written by David Bull and published by Academic Press. This book was released on 2021-04-07 with total page 610 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent Image and Video Compression: Communicating Pictures, Second Edition explains the requirements, analysis, design and application of a modern video coding system. It draws on the authors' extensive academic and professional experience in this field to deliver a text that is algorithmically rigorous yet accessible, relevant to modern standards and practical. It builds on a thorough grounding in mathematical foundations and visual perception to demonstrate how modern image and video compression methods can be designed to meet the rate-quality performance levels demanded by today's applications and users, in the context of prevailing network constraints. "David Bull and Fan Zhang have written a timely and accessible book on the topic of image and video compression. Compression of visual signals is one of the great technological achievements of modern times, and has made possible the great successes of streaming and social media and digital cinema. Their book, Intelligent Image and Video Compression covers all the salient topics ranging over visual perception, information theory, bandpass transform theory, motion estimation and prediction, lossy and lossless compression, and of course the compression standards from MPEG (ranging from H.261 through the most modern H.266, or VVC) and the open standards VP9 and AV-1. The book is replete with clear explanations and figures, including color where appropriate, making it quite accessible and valuable to the advanced student as well as the expert practitioner. The book offers an excellent glossary and as a bonus, a set of tutorial problems. Highly recommended! --Al Bovik - An approach that combines algorithmic rigor with practical implementation using numerous worked examples - Explains how video compression methods exploit statistical redundancies, natural correlations, and knowledge of human perception to improve performance - Uses contemporary video coding standards (AVC, HEVC and VVC) as a vehicle for explaining block-based compression - Provides broad coverage of important topics such as visual quality assessment and video streaming

New Approaches in Intelligent Image Analysis

Author : Roumen Kountchev
Publisher : Springer
ISBN 13 : 3319321927
Total Pages : 389 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis New Approaches in Intelligent Image Analysis by : Roumen Kountchev

Download or read book New Approaches in Intelligent Image Analysis written by Roumen Kountchev and published by Springer. This book was released on 2016-05-19 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents an Introduction and 11 independent chapters, which are devoted to various new approaches of intelligent image processing and analysis. The book also presents new methods, algorithms and applied systems for intelligent image processing, on the following basic topics: Methods for Hierarchical Image Decomposition; Intelligent Digital Signal Processing and Feature Extraction; Data Clustering and Visualization via Echo State Networks; Clustering of Natural Images in Automatic Image Annotation Systems; Control System for Remote Sensing Image Processing; Tissue Segmentation of MR Brain Images Sequence; Kidney Cysts Segmentation in CT Images; Audio Visual Attention Models in Mobile Robots Navigation; Local Adaptive Image Processing; Learning Techniques for Intelligent Access Control; Resolution Improvement in Acoustic Maps. Each chapter is self-contained with its own references. Some of the chapters are devoted to the theoretical aspects while the others are presenting the practical aspects and the analysis of the modeling of the developed algorithms in different application areas.

Multimedia Content and the Semantic Web

Author : Giorgos Stamou
Publisher : John Wiley & Sons
ISBN 13 : 0470857633
Total Pages : 414 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis Multimedia Content and the Semantic Web by : Giorgos Stamou

Download or read book Multimedia Content and the Semantic Web written by Giorgos Stamou and published by John Wiley & Sons. This book was released on 2005-10-31 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: The emerging idea of the semantic web is based on the maximum automation of the complete knowledge lifecycle processes: knowledge representation, acquisition, adaptation, reasoning, sharing and use. Text-based based browsers involve a costly information-retrieval process: descriptions are inherently subjective and usage is often confined to the specific application domain for which the descriptions were created. Automatic extracted audiovisual features are, in general, more objective, domain-independent and can be native to the audiovisual content. This book seeks to draw together in one concise volume the findings of leading researchers from around the globe. The focus, in particular, is on the MPEG-7 and MPEG-21 standards that seek to consolidate and render effective the infrastructure for the delivery and management of multimedia content. Provides thorough coverage of all relevant topics, including structure identification in audiovisual documents, object-based video indexing, multimedia indexing and retrieval using natural language, speech and image processing methods Contains detailed advice on ontology representation and querying for realizing semantics-driven applications Includes cutting-edge information on multimedia content description in MPEG-7 and MPEG-21 Illustrates all theory with real-world case studies gleaned from state-of-the-art worldwide research. The contributors are pioneers in the fields of multimedia analysis and knowledge technologies This unified, comprehensive up-to-date resource will appeal to integrators, systems suppliers, managers and consultants in the area of knowledge management and information retrieval; particularly those concerned with the automation of the semantic web. The detailed, theory-based practical advice is also essential reading for postgraduates and researchers in these fields.

Computer Vision in Control Systems-1

Author : Margarita N. Favorskaya
Publisher : Springer
ISBN 13 : 3319106538
Total Pages : 385 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Computer Vision in Control Systems-1 by : Margarita N. Favorskaya

Download or read book Computer Vision in Control Systems-1 written by Margarita N. Favorskaya and published by Springer. This book was released on 2014-11-01 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is focused on the recent advances in computer vision methodologies and technical solutions using conventional and intelligent paradigms. The Contributions include: · Morphological Image Analysis for Computer Vision Applications. · Methods for Detecting of Structural Changes in Computer Vision Systems. · Hierarchical Adaptive KL-based Transform: Algorithms and Applications. · Automatic Estimation for Parameters of Image Projective Transforms Based on Object-invariant Cores. · A Way of Energy Analysis for Image and Video Sequence Processing. · Optimal Measurement of Visual Motion Across Spatial and Temporal Scales. · Scene Analysis Using Morphological Mathematics and Fuzzy Logic. · Digital Video Stabilization in Static and Dynamic Scenes. · Implementation of Hadamard Matrices for Image Processing. · A Generalized Criterion of Efficiency for Telecommunication Systems. The book is directed to PhD students, professors, researchers and software developers working in the areas of digital video processing and computer vision technologies.

Adaptive Image Processing

Author : Kim-Hui Yap
Publisher : CRC Press
ISBN 13 : 1351834517
Total Pages : 299 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis Adaptive Image Processing by : Kim-Hui Yap

Download or read book Adaptive Image Processing written by Kim-Hui Yap and published by CRC Press. This book was released on 2018-10-03 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: Illustrating essential aspects of adaptive image processing from a computational intelligence viewpoint, the second edition of Adaptive Image Processing: A Computational Intelligence Perspective provides an authoritative and detailed account of computational intelligence (CI) methods and algorithms for adaptive image processing in regularization, edge detection, and early vision. With three new chapters and updated information throughout, the new edition of this popular reference includes substantial new material that focuses on applications of advanced CI techniques in image processing applications. It introduces new concepts and frameworks that demonstrate how neural networks, support vector machines, fuzzy logic, and evolutionary algorithms can be used to address new challenges in image processing, including low-level image processing, visual content analysis, feature extraction, and pattern recognition. Emphasizing developments in state-of-the-art CI techniques, such as content-based image retrieval, this book continues to provide educators, students, researchers, engineers, and technical managers in visual information processing with the up-to-date understanding required to address contemporary challenges in image content processing and analysis.