Advertisement
| flow-edge guided video completion: Computer Vision – ECCV 2020 Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm, 2020-10-06 The 30-volume set, comprising the LNCS books 12346 until 12375, constitutes the refereed proceedings of the 16th European Conference on Computer Vision, ECCV 2020, which was planned to be held in Glasgow, UK, during August 23-28, 2020. The conference was held virtually due to the COVID-19 pandemic. The 1360 revised papers presented in these proceedings were carefully reviewed and selected from a total of 5025 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; object recognition; motion estimation. |
| flow-edge guided video completion: Computer Vision – ECCV 2022 Shai Avidan, Gabriel Brostow, Moustapha Cissé, Giovanni Maria Farinella, Tal Hassner, 2022-10-30 The 39-volume set, comprising the LNCS books 13661 until 13699, constitutes the refereed proceedings of the 17th European Conference on Computer Vision, ECCV 2022, held in Tel Aviv, Israel, during October 23–27, 2022. The 1645 papers presented in these proceedings were carefully reviewed and selected from a total of 5804 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; object recognition; motion estimation. |
| flow-edge guided video completion: Computer Vision – ECCV 2024 Aleš Leonardis, |
| flow-edge guided video completion: Digital Forensics and Watermarking Bin Ma, |
| flow-edge guided video completion: Computer Vision Richard Szeliski, 2022-01-03 Computer Vision: Algorithms and Applications explores the variety of techniques used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both in specialized applications such as image search and autonomous navigation, as well as for fun, consumer-level tasks that students can apply to their own personal photos and videos. More than just a source of “recipes,” this exceptionally authoritative and comprehensive textbook/reference takes a scientific approach to the formulation of computer vision problems. These problems are then analyzed using the latest classical and deep learning models and solved using rigorous engineering principles. Topics and features: Structured to support active curricula and project-oriented courses, with tips in the Introduction for using the book in a variety of customized courses Incorporates totally new material on deep learning and applications such as mobile computational photography, autonomous navigation, and augmented reality Presents exercises at the end of each chapter with a heavy emphasis on testing algorithms and containing numerous suggestions for small mid-term projects Includes 1,500 new citations and 200 new figures that cover the tremendous developments from the last decade Provides additional material and more detailed mathematical topics in the Appendices, which cover linear algebra, numerical techniques, estimation theory, datasets, and software Suitable for an upper-level undergraduate or graduate-level course in computer science or engineering, this textbook focuses on basic techniques that work under real-world conditions and encourages students to push their creative boundaries. Its design and exposition also make it eminently suitable as a unique reference to the fundamental techniques and current research literature in computer vision. |
| flow-edge guided video completion: PRICAI 2023: Trends in Artificial Intelligence Fenrong Liu, Arun Anand Sadanandan, Duc Nghia Pham, Petrus Mursanto, Dickson Lukose, 2023-11-10 This three-volume set, LNCS 14325-14327 constitutes the thoroughly refereed proceedings of the 20th Pacific Rim Conference on Artificial Intelligence, PRICAI 2023, held in Jakarta, Indonesia, in November 2023. The 95 full papers and 36 short papers presented in these volumes were carefully reviewed and selected from 422 submissions. PRICAI covers a wide range of topics in the areas of social and economic importance for countries in the Pacific Rim: artificial intelligence, machine learning, natural language processing, knowledge representation and reasoning, planning and scheduling, computer vision, distributed artificial intelligence, search methodologies, etc. |
| flow-edge guided video completion: Pattern Recognition and Computer Vision Qingshan Liu, Hanzi Wang, Zhanyu Ma, Weishi Zheng, Hongbin Zha, Xilin Chen, Liang Wang, Rongrong Ji, 2023-12-27 The 13-volume set LNCS 14425-14437 constitutes the refereed proceedings of the 6th Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2023, held in Xiamen, China, during October 13–15, 2023. The 532 full papers presented in these volumes were selected from 1420 submissions. The papers have been organized in the following topical sections: Action Recognition, Multi-Modal Information Processing, 3D Vision and Reconstruction, Character Recognition, Fundamental Theory of Computer Vision, Machine Learning, Vision Problems in Robotics, Autonomous Driving, Pattern Classification and Cluster Analysis, Performance Evaluation and Benchmarks, Remote Sensing Image Interpretation, Biometric Recognition, Face Recognition and Pose Recognition, Structural Pattern Recognition, Computational Photography, Sensing and Display Technology, Video Analysis and Understanding, Vision Applications and Systems, Document Analysis and Recognition, Feature Extraction and Feature Selection, Multimedia Analysis and Reasoning, Optimization and Learning methods, Neural Network and Deep Learning, Low-Level Vision and Image Processing, Object Detection, Tracking and Identification, Medical Image Processing and Analysis. |
| flow-edge guided video completion: A Basic Guide to Exporting Jason Katzman, 2011-03-23 Here is practical advice for anyone who wants to build their business by selling overseas. The International Trade Administration covers key topics such as marketing, legal issues, customs, and more. With real-life examples and a full index, A Basic Guide to Exporting provides expert advice and practical solutions to meet all of your exporting needs. |
| flow-edge guided video completion: Proofreading, Revising & Editing Skills Success in 20 Minutes a Day Brady Smith, 2017 In this eBook, you'll learn the principles of grammar and how to manipulate your words until they're just right. Strengthen your revising and editing skills and become a clear and consistent writer. -- |
| flow-edge guided video completion: Flow and the Foundations of Positive Psychology Mihaly Csikszentmihalyi, 2014-08-08 The second volume in the collected works of Mihaly Csikszentmihalyi covers about thirty years of Csikszentmihalyi‘s work on three main and interconnected areas of study: attention, flow and positive psychology. Describing attention as psychic energy and in the footsteps of William James, Csikszentmihalyi explores the allocation of attention, the when and where and the amount of attention humans pay to tasks and the role of attention in creating ‘experiences’, or ordered patterns of information. Taking into account information processing theories and attempts at quantifying people’s investment, the chapters deal with such topics as time budgets and the development and use of the Experience Sampling Method of collecting data on attention in everyday life. Following the chapters on attention and reflecting Csikszentmihalyi’s branching out into sociology and anthropology, there are chapters on the topic of adult play and leisure and connected to that, on flow, a concept formulated and developed by Csikszentmihalyi. Flow has become a popular concept in business and management around the world and research on the concept continues to flourish. Finally, this volume contains articles that stem from Csikszentmihalyi’s connection with Martin Seligman; they deal with concepts and theories, as well as with the development and short history, of the field and the “movement” of positive psychology. |
| flow-edge guided video completion: Roundabouts Lee August Rodegerdts, National Cooperative Highway Research Program, 2010 TRB's National Cooperative Highway Research Program (NCHRP) Report 672: Roundabouts: An Informational Guide - Second Edition explores the planning, design, construction, maintenance, and operation of roundabouts. The report also addresses issues that may be useful in helping to explain the trade-offs associated with roundabouts. This report updates the U.S. Federal Highway Administration's Roundabouts: An Informational Guide, based on experience gained in the United States since that guide was published in 2000. |
| flow-edge guided video completion: The Complete Guide to Yin Yoga Bernie Clark, 2019-09 This second edition of this bestseller provides an in-depth look at the philosophy and practice of Yin Yoga with illustrated how-to sections, including detailed descriptions and photographs of more than 30 asanas. |
| flow-edge guided video completion: MITRE Systems Engineering Guide , 2012-06-05 |
| flow-edge guided video completion: Guide for the Care and Use of Laboratory Animals National Research Council, Division on Earth and Life Studies, Institute for Laboratory Animal Research, Committee for the Update of the Guide for the Care and Use of Laboratory Animals, 2011-01-27 A respected resource for decades, the Guide for the Care and Use of Laboratory Animals has been updated by a committee of experts, taking into consideration input from the scientific and laboratory animal communities and the public at large. The Guide incorporates new scientific information on common laboratory animals, including aquatic species, and includes extensive references. It is organized around major components of animal use: Key concepts of animal care and use. The Guide sets the framework for the humane care and use of laboratory animals. Animal care and use program. The Guide discusses the concept of a broad Program of Animal Care and Use, including roles and responsibilities of the Institutional Official, Attending Veterinarian and the Institutional Animal Care and Use Committee. Animal environment, husbandry, and management. A chapter on this topic is now divided into sections on terrestrial and aquatic animals and provides recommendations for housing and environment, husbandry, behavioral and population management, and more. Veterinary care. The Guide discusses veterinary care and the responsibilities of the Attending Veterinarian. It includes recommendations on animal procurement and transportation, preventive medicine (including animal biosecurity), and clinical care and management. The Guide addresses distress and pain recognition and relief, and issues surrounding euthanasia. Physical plant. The Guide identifies design issues, providing construction guidelines for functional areas; considerations such as drainage, vibration and noise control, and environmental monitoring; and specialized facilities for animal housing and research needs. The Guide for the Care and Use of Laboratory Animals provides a framework for the judgments required in the management of animal facilities. This updated and expanded resource of proven value will be important to scientists and researchers, veterinarians, animal care personnel, facilities managers, institutional administrators, policy makers involved in research issues, and animal welfare advocates. |
| flow-edge guided video completion: Op Amps for Everyone Ron Mancini, 2003 The operational amplifier (op amp) is the most versatile and widely used type of analog IC, used in audio and voltage amplifiers, signal conditioners, signal converters, oscillators, and analog computing systems. Almost every electronic device uses at least one op amp. This book is Texas Instruments' complete professional-level tutorial and reference to operational amplifier theory and applications. Among the topics covered are basic op amp physics (including reviews of current and voltage division, Thevenin's theorem, and transistor models), idealized op amp operation and configuration, feedback theory and methods, single and dual supply operation, understanding op amp parameters, minimizing noise in op amp circuits, and practical applications such as instrumentation amplifiers, signal conditioning, oscillators, active filters, load and level conversions, and analog computing. There is also extensive coverage of circuit construction techniques, including circuit board design, grounding, input and output isolation, using decoupling capacitors, and frequency characteristics of passive components. The material in this book is applicable to all op amp ICs from all manufacturers, not just TI. Unlike textbook treatments of op amp theory that tend to focus on idealized op amp models and configuration, this title uses idealized models only when necessary to explain op amp theory. The bulk of this book is on real-world op amps and their applications; considerations such as thermal effects, circuit noise, circuit buffering, selection of appropriate op amps for a given application, and unexpected effects in passive components are all discussed in detail. *Published in conjunction with Texas Instruments *A single volume, professional-level guide to op amp theory and applications *Covers circuit board layout techniques for manufacturing op amp circuits. |
| flow-edge guided video completion: The Completion Process Teal Swan, 2016-08-23 Few of us have lived through the kind of suffering Teal Swan endured: 13 years of ritual abuse at the hands of a cult. But all of us have been fractured by trauma in one way or another. Your wounds may be visible as bodily scars; or they may show up in the form of anxiety, depression, or PTSD; or you may simply be struggling in your life for reasons you don’t simply understand. The good news is that you can heal your wounds. The Completion Process invites you on a profound journey of self-exploration and self-restoration to reclaim the lost parts of you and return to a joyous life, no longer inhibited by the past or terrified of the future. Drawing on her wide range of extrasensory abilities, including clairvoyance, clairsentience, and clairaudience, Teal offers a revolutionary 18-step process for healing any past hurt or present problem. Learn how to: • Create a haven in your mind where it’s safe to re-enter a difficult memory • Validate painful emotions • Let your feelings shift naturally toward relief • Close the memory of trauma and begin a new life This is not only healing work; it’s also the work of enlightenment. It will leave you with a stronger sense of value and hope in the world, and the assurance that life can be good again. |
| flow-edge guided video completion: Positive Intelligence Shirzad Chamine, 2012 Chamine exposes how your mind is sabotaging you and keeping your from achieving your true potential. He shows you how to take concrete steps to unleash the vast, untapped powers of your mind. |
| flow-edge guided video completion: Machine Learning with TensorFlow, Second Edition Mattmann A. Chris, 2021-02-02 Updated with new code, new projects, and new chapters, Machine Learning with TensorFlow, Second Edition gives readers a solid foundation in machine-learning concepts and the TensorFlow library. Summary Updated with new code, new projects, and new chapters, Machine Learning with TensorFlow, Second Edition gives readers a solid foundation in machine-learning concepts and the TensorFlow library. Written by NASA JPL Deputy CTO and Principal Data Scientist Chris Mattmann, all examples are accompanied by downloadable Jupyter Notebooks for a hands-on experience coding TensorFlow with Python. New and revised content expands coverage of core machine learning algorithms, and advancements in neural networks such as VGG-Face facial identification classifiers and deep speech classifiers. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Supercharge your data analysis with machine learning! ML algorithms automatically improve as they process data, so results get better over time. You don’t have to be a mathematician to use ML: Tools like Google’s TensorFlow library help with complex calculations so you can focus on getting the answers you need. About the book Machine Learning with TensorFlow, Second Edition is a fully revised guide to building machine learning models using Python and TensorFlow. You’ll apply core ML concepts to real-world challenges, such as sentiment analysis, text classification, and image recognition. Hands-on examples illustrate neural network techniques for deep speech processing, facial identification, and auto-encoding with CIFAR-10. What's inside Machine Learning with TensorFlow Choosing the best ML approaches Visualizing algorithms with TensorBoard Sharing results with collaborators Running models in Docker About the reader Requires intermediate Python skills and knowledge of general algebraic concepts like vectors and matrices. Examples use the super-stable 1.15.x branch of TensorFlow and TensorFlow 2.x. About the author Chris Mattmann is the Division Manager of the Artificial Intelligence, Analytics, and Innovation Organization at NASA Jet Propulsion Lab. The first edition of this book was written by Nishant Shukla with Kenneth Fricklas. Table of Contents PART 1 - YOUR MACHINE-LEARNING RIG 1 A machine-learning odyssey 2 TensorFlow essentials PART 2 - CORE LEARNING ALGORITHMS 3 Linear regression and beyond 4 Using regression for call-center volume prediction 5 A gentle introduction to classification 6 Sentiment classification: Large movie-review dataset 7 Automatically clustering data 8 Inferring user activity from Android accelerometer data 9 Hidden Markov models 10 Part-of-speech tagging and word-sense disambiguation PART 3 - THE NEURAL NETWORK PARADIGM 11 A peek into autoencoders 12 Applying autoencoders: The CIFAR-10 image dataset 13 Reinforcement learning 14 Convolutional neural networks 15 Building a real-world CNN: VGG-Face ad VGG-Face Lite 16 Recurrent neural networks 17 LSTMs and automatic speech recognition 18 Sequence-to-sequence models for chatbots 19 Utility landscape |
| flow-edge guided video completion: School, Family, and Community Partnerships Joyce L. Epstein, Mavis G. Sanders, Steven B. Sheldon, Beth S. Simon, Karen Clark Salinas, Natalie Rodriguez Jansorn, Frances L. Van Voorhis, Cecelia S. Martin, Brenda G. Thomas, Marsha D. Greenfeld, Darcy J. Hutchins, Kenyatta J. Williams, 2018-07-19 Strengthen programs of family and community engagement to promote equity and increase student success! When schools, families, and communities collaborate and share responsibility for students′ education, more students succeed in school. Based on 30 years of research and fieldwork, the fourth edition of the bestseller School, Family, and Community Partnerships: Your Handbook for Action, presents tools and guidelines to help develop more effective and more equitable programs of family and community engagement. Written by a team of well-known experts, it provides a theory and framework of six types of involvement for action; up-to-date research on school, family, and community collaboration; and new materials for professional development and on-going technical assistance. Readers also will find: Examples of best practices on the six types of involvement from preschools, and elementary, middle, and high schools Checklists, templates, and evaluations to plan goal-linked partnership programs and assess progress CD-ROM with slides and notes for two presentations: A new awareness session to orient colleagues on the major components of a research-based partnership program, and a full One-Day Team Training Workshop to prepare school teams to develop their partnership programs. As a foundational text, this handbook demonstrates a proven approach to implement and sustain inclusive, goal-linked programs of partnership. It shows how a good partnership program is an essential component of good school organization and school improvement for student success. This book will help every district and all schools strengthen and continually improve their programs of family and community engagement. |
| flow-edge guided video completion: I Love Jesus, But I Want to Die Sarah J. Robinson, 2021-05-11 A compassionate, shame-free guide for your darkest days “A one-of-a-kind book . . . to read for yourself or give to a struggling friend or loved one without the fear that depression and suicidal thoughts will be minimized, medicalized or over-spiritualized.”—Kay Warren, cofounder of Saddleback Church What happens when loving Jesus doesn’t cure you of depression, anxiety, or suicidal thoughts? You might be crushed by shame over your mental illness, only to be told by well-meaning Christians to “choose joy” and “pray more.” So you beg God to take away the pain, but nothing eases the ache inside. As darkness lingers and color drains from your world, you’re left wondering if God has abandoned you. You just want a way out. But there’s hope. In I Love Jesus, But I Want to Die, Sarah J. Robinson offers a healthy, practical, and shame-free guide for Christians struggling with mental illness. With unflinching honesty, Sarah shares her story of battling depression and fighting to stay alive despite toxic theology that made her afraid to seek help outside the church. Pairing her own story with scriptural insights, mental health research, and simple practices, Sarah helps you reconnect with the God who is present in our deepest anguish and discover that you are worth everything it takes to get better. Beautifully written and full of hard-won wisdom, I Love Jesus, But I Want to Die offers a path toward a rich, hope-filled life in Christ, even when healing doesn’t look like what you expect. |
| flow-edge guided video completion: The 1980 Guide to the Evaluation of Educational Experiences in the Armed Services: Coast Guard, Marine Corps, Navy, Dept. of Defense American Council on Education, 1980 |
| flow-edge guided video completion: The Glossary of Prosthodontic Terms , 1994 |
| flow-edge guided video completion: Qualitative Research from Start to Finish, First Edition Robert K. Yin, 2011-09-26 This lively, practical text presents a fresh and comprehensive approach to doing qualitative research. The book offers a unique balance of theory and clear-cut choices for customizing every phase of a qualitative study. A scholarly mix of classic and contemporary studies from multiple disciplines provides compelling, field-based examples of the full range of qualitative approaches. Readers learn about adaptive ways of designing studies, collecting data, analyzing data, and reporting findings. Key aspects of the researcher's craft are addressed, such as fieldwork options, the five phases of data analysis (with and without using computer-based software), and how to incorporate the researcher's “declarative” and “reflective” selves into a final report. Ideal for graduate-level courses, the text includes:* Discussions of ethnography, grounded theory, phenomenology, feminist research, and other approaches.* Instructions for creating a study bank to get a new study started.* End-of-chapter exercises and a semester-long, field-based project.* Quick study boxes, research vignettes, sample studies, and a glossary.* Previews for sections within chapters, and chapter recaps.* Discussion of the place of qualitative research among other social science methods, including mixed methods research. |
| flow-edge guided video completion: Industrial System Engineering for Drones Neeraj Kumar Singh, Porselvan Muthukrishnan, Satyanarayana Sanpini, 2019-07-15 Explore a complex mechanical system where electronics and mechanical engineers work together as a cross-functional team. Using a working example, this book is a practical “how to” guide to designing a drone system. As system design becomes more and more complicated, systematic, and organized, there is an increasingly large gap in how system design happens in the industry versus what is taught in academia. While the system design basics and fundamentals mostly remain the same, the process, flow, considerations, and tools applied in industry are far different than that in academia. Designing Drone Systems takes you through the entire flow from system conception to design to production, bridging the knowledge gap between academia and the industry as you build your own drone systems. What You’ll LearnGain a high level understanding of drone systems Design a drone systems and elaborating the various aspects and considerations of design Review the principles of the industrial system design process/flow, and the guidelines for drone systems Look at the challenges, limitations, best practices, and patterns of system design Who This Book Is For Primarily for beginning or aspiring system design experts, recent graduates, and system design engineers. Teachers, trainers, and system design mentors can also benefit from this content. |
| flow-edge guided video completion: Treatment of Chronic Pain by Interventional Approaches Timothy R. Deer, Michael S. Leong, Asokumar Buvanendran, Philip S. Kim, Sunil J. Panchal, 2014-12-08 From reviews of Deer, eds., Comprehensive Treatment of Chronic Pain by Medical, Interventional, and Integrative Approaches: Comprehensive Treatment of Chronic Pain by Medical, Interventional, and Integrative Approaches is a major textbook... [I]t should be a part of all departmental libraries and in the reference collection of pain fellows and pain practitioners. In fact, this text could be to pain as Miller is to general anesthesia. Journal of Neurosurgical Anesthesiology Edited by master clinician-experts appointed by the American Academy of Pain Medicine, this is a soft cover version of the Interventional sections of the acclaimed Deer, eds., Comprehensive Treatment of Chronic Pain by Medical, Interventional, and Integrative Approaches. It is intended as a primary reference for busy clinicians who seek up-to-date and authoritative information about interventional approaches to treating chronic pain. State-of-the-art coverage of full range of techniques: neural blockades, neurolysis blocks, and neurostimulation Review of clinically relevant anatomy and physiology Key Points preview contents of each chapter |
| flow-edge guided video completion: Global Trends 2040 National Intelligence Council, 2021-03 The ongoing COVID-19 pandemic marks the most significant, singular global disruption since World War II, with health, economic, political, and security implications that will ripple for years to come. -Global Trends 2040 (2021) Global Trends 2040-A More Contested World (2021), released by the US National Intelligence Council, is the latest report in its series of reports starting in 1997 about megatrends and the world's future. This report, strongly influenced by the COVID-19 pandemic, paints a bleak picture of the future and describes a contested, fragmented and turbulent world. It specifically discusses the four main trends that will shape tomorrow's world: - Demographics-by 2040, 1.4 billion people will be added mostly in Africa and South Asia. - Economics-increased government debt and concentrated economic power will escalate problems for the poor and middleclass. - Climate-a hotter world will increase water, food, and health insecurity. - Technology-the emergence of new technologies could both solve and cause problems for human life. Students of trends, policymakers, entrepreneurs, academics, journalists and anyone eager for a glimpse into the next decades, will find this report, with colored graphs, essential reading. |
| flow-edge guided video completion: The 1984 Guide to the Evaluation of Educational Experiences in the Armed Services , 1984 |
| flow-edge guided video completion: Digital and Social Media Marketing Nripendra P. Rana, Emma L. Slade, Ganesh P. Sahu, Hatice Kizgin, Nitish Singh, Bidit Dey, Anabel Gutierrez, Yogesh K. Dwivedi, 2019-11-11 This book examines issues and implications of digital and social media marketing for emerging markets. These markets necessitate substantial adaptations of developed theories and approaches employed in the Western world. The book investigates problems specific to emerging markets, while identifying new theoretical constructs and practical applications of digital marketing. It addresses topics such as electronic word of mouth (eWOM), demographic differences in digital marketing, mobile marketing, search engine advertising, among others. A radical increase in both temporal and geographical reach is empowering consumers to exert influence on brands, products, and services. Information and Communication Technologies (ICTs) and digital media are having a significant impact on the way people communicate and fulfil their socio-economic, emotional and material needs. These technologies are also being harnessed by businesses for various purposes including distribution and selling of goods, retailing of consumer services, customer relationship management, and influencing consumer behaviour by employing digital marketing practices. This book considers this, as it examines the practice and research related to digital and social media marketing. |
| flow-edge guided video completion: A Guide to the Evaluation of Educational Experiences in the Armed Services American Council on Education, 1988 |
| flow-edge guided video completion: AnyLogic 7 in Three Days Ilya Grigoryev, 2015-03-20 THE NEW EDITION OF THE BOOK, COMPLETELY UP-TO-DATE (FOR ANYLOGIC 8.3.2) IS AVAILABLE HERE: https://www.amazon.com/AnyLogic-Three-Days-Simulation-Modeling-ebook/dp/B07FYP8Y3C |
| flow-edge guided video completion: Social Science Research Anol Bhattacherjee, 2012-04-01 This book is designed to introduce doctoral and graduate students to the process of conducting scientific research in the social sciences, business, education, public health, and related disciplines. It is a one-stop, comprehensive, and compact source for foundational concepts in behavioral research, and can serve as a stand-alone text or as a supplement to research readings in any doctoral seminar or research methods class. This book is currently used as a research text at universities on six continents and will shortly be available in nine different languages. |
| flow-edge guided video completion: Department of Defense Dictionary of Military and Associated Terms United States. Joint Chiefs of Staff, 1979 |
| flow-edge guided video completion: Comprehensive Treatment of Chronic Pain by Medical, Interventional, and Integrative Approaches Timothy R Deer, Michael S Leong, Asokumar Buvanendran, Vitaly Gordin, Philip S. Kim, Sunil J. Panchal, Albert L. Ray, 2013-02-11 Edited by master clinician-experts appointed by the American Academy of Pain Medicine, this is a state-of-the-art multidisciplinary textbook covering medical, interventional, and integrative approaches to the treatment and management of pain. It is designed as a practical and comprehensive primary reference for busy physicians and is also an up-to-date resource for preparing for certification examinations in pain medicine. · Written and edited by world-class authorities · “Key Points” preview contents of each chapter · Leading edge medical topics, such as monitoring opioid use and abuse, and the emerging role of cannabinoids in pain treatment · Expert guidance on full range of interventional techniques · Clinical anatomy and physiology for the interventionist · Behavioral dimensions of the experience and management of pain · Integrative approaches for treating the “whole person” · Legal issues, such as failure to treat pain · First-hand patient accounts |
| flow-edge guided video completion: Pattern Recognition Xiaoyi Jiang, Joachim Hornegger, Reinhard Koch, 2014-10-14 This book constitutes the refereed proceedings of the 36th German Conference on Pattern Recognition, GCPR 2014, held in Münster, Germany, in September 2014. The 58 revised full papers and 8 short papers were carefully reviewed and selected from 153 submissions. The papers are organized in topical sections on variational models for depth and flow, reconstruction, bio-informatics, deep learning and segmentation, feature computation, video interpretation, segmentation and labeling, image processing and analysis, human pose and people tracking, interpolation and inpainting. |
| flow-edge guided video completion: How to Differentiate Instruction in Mixed-ability Classrooms Carol A. Tomlinson, 2001 Offers a definition of differentiated instruction, and provides principles and strategies designed to help teachers create learning environments that address the different learning styles, interests, and readiness levels found in a typical mixed-ability classroom. |
| flow-edge guided video completion: CDL Study Guide Book CDL Test Prep Team, 2016-03 Test Prep Book's CDL Study Guide Book: Test Preparation & Training Manual for the Commercial Drivers License (CDL) Exam Developed by Test Prep Books for test takers trying to achieve a passing score on the CDL exam, this comprehensive study guide includes: -Quick Overview -Test-Taking Strategies -Introduction -Driving Safely -Transporting Cargo Safely -Transporting Passengers Safely -Air Brakes -Combination Vehicles -Doubles and Triples -Tank Vehicles -Hazardous Materials -School Buses -Pre-Trip Vehicle Inspection Test -Basic Vehicle Control Skills Test -On-Road Driving -Practice Questions -Detailed Answer Explanations Disclaimer: CDL(R) is a registered trademark of Commercial Drivers License, which was not involved in the production of, and does not endorse, this product. Each section of the test has a comprehensive review created by Test Prep Books that goes into detail to cover all of the content likely to appear on the CDL test. The Test Prep Books CDL practice test questions are each followed by detailed answer explanations. If you miss a question, it's important that you are able to understand the nature of your mistake and how to avoid making it again in the future. The answer explanations will help you to learn from your mistakes and overcome them. Understanding the latest test-taking strategies is essential to preparing you for what you will expect on the exam. A test taker has to not only understand the material that is being covered on the test, but also must be familiar with the strategies that are necessary to properly utilize the time provided and get through the test without making any avoidable errors. Test Prep Books has drilled down the top test-taking tips for you to know. Anyone planning to take this exam should take advantage of the CDL training review material, practice test questions, and test-taking strategies contained in this Test Prep Books study guide. |
| flow-edge guided video completion: Introduction to Embedded Systems, Second Edition Edward Ashford Lee, Sanjit Arunkumar Seshia, 2017-01-06 An introduction to the engineering principles of embedded systems, with a focus on modeling, design, and analysis of cyber-physical systems. The most visible use of computers and software is processing information for human consumption. The vast majority of computers in use, however, are much less visible. They run the engine, brakes, seatbelts, airbag, and audio system in your car. They digitally encode your voice and construct a radio signal to send it from your cell phone to a base station. They command robots on a factory floor, power generation in a power plant, processes in a chemical plant, and traffic lights in a city. These less visible computers are called embedded systems, and the software they run is called embedded software. The principal challenges in designing and analyzing embedded systems stem from their interaction with physical processes. This book takes a cyber-physical approach to embedded systems, introducing the engineering concepts underlying embedded systems as a technology and as a subject of study. The focus is on modeling, design, and analysis of cyber-physical systems, which integrate computation, networking, and physical processes. The second edition offers two new chapters, several new exercises, and other improvements. The book can be used as a textbook at the advanced undergraduate or introductory graduate level and as a professional reference for practicing engineers and computer scientists. Readers should have some familiarity with machine structures, computer programming, basic discrete mathematics and algorithms, and signals and systems. |
| flow-edge guided video completion: TIP 35: Enhancing Motivation for Change in Substance Use Disorder Treatment (Updated 2019) U.S. Department of Health and Human Services, 2019-11-19 Motivation is key to substance use behavior change. Counselors can support clients' movement toward positive changes in their substance use by identifying and enhancing motivation that already exists. Motivational approaches are based on the principles of person-centered counseling. Counselors' use of empathy, not authority and power, is key to enhancing clients' motivation to change. Clients are experts in their own recovery from SUDs. Counselors should engage them in collaborative partnerships. Ambivalence about change is normal. Resistance to change is an expression of ambivalence about change, not a client trait or characteristic. Confrontational approaches increase client resistance and discord in the counseling relationship. Motivational approaches explore ambivalence in a nonjudgmental and compassionate way. |
| flow-edge guided video completion: Microwave Engineering David M. Pozar, 2011-11-22 Pozar's new edition of Microwave Engineering includes more material on active circuits, noise, nonlinear effects, and wireless systems. Chapters on noise and nonlinear distortion, and active devices have been added along with the coverage of noise and more material on intermodulation distortion and related nonlinear effects. On active devices, there's more updated material on bipolar junction and field effect transistors. New and updated material on wireless communications systems, including link budget, link margin, digital modulation methods, and bit error rates is also part of the new edition. Other new material includes a section on transients on transmission lines, the theory of power waves, a discussion of higher order modes and frequency effects for microstrip line, and a discussion of how to determine unloaded. |
| flow-edge guided video completion: The Linux Command Line, 2nd Edition William Shotts, 2019-03-05 You've experienced the shiny, point-and-click surface of your Linux computer--now dive below and explore its depths with the power of the command line. The Linux Command Line takes you from your very first terminal keystrokes to writing full programs in Bash, the most popular Linux shell (or command line). Along the way you'll learn the timeless skills handed down by generations of experienced, mouse-shunning gurus: file navigation, environment configuration, command chaining, pattern matching with regular expressions, and more. In addition to that practical knowledge, author William Shotts reveals the philosophy behind these tools and the rich heritage that your desktop Linux machine has inherited from Unix supercomputers of yore. As you make your way through the book's short, easily-digestible chapters, you'll learn how to: • Create and delete files, directories, and symlinks • Administer your system, including networking, package installation, and process management • Use standard input and output, redirection, and pipelines • Edit files with Vi, the world's most popular text editor • Write shell scripts to automate common or boring tasks • Slice and dice text files with cut, paste, grep, patch, and sed Once you overcome your initial shell shock, you'll find that the command line is a natural and expressive way to communicate with your computer. Just don't be surprised if your mouse starts to gather dust. |
Flow-edge Guided Video Completion - Springer
We present a new flow-based video completion algorithm. Previous flow completion methods are often unable to retain the sharp-ness of motion boundaries. Our method first extracts and …
Flow-edge Guided Video Completion Supplementary Material
Our pipeline consists of three main components: flow prediction, edge-guided flow completion, and video completion. We will release the pre-trained flow-edge completion model as well as …
Towards An End-to-End Framework for Flow-Guided Video …
Hsu. Free-form video inpainting with 3d gated convolution and temporal patchgan. ICCV, 2019.1 [2]Chen Gao, Ayush Saraf, Jia-Bin Huang, and Johannes Kopf. Flow-edge guided video …
arXiv:2208.06768v1 [cs.CV] 14 Aug 2022 Flow-
Abstract. We propose a flow-guided transformer, which innovatively leverage the motion discrepancy exposed by optical flows to instruct the attention retrieval in transformer for high …
Supplementary Material: Flow-Guided Transformer for Video …
In our method, we adopt three networks, including RAFT [7] for optical flow extraction, Local Aggregation Flow Completion network (LAFC) for flow com-pletion, and Flow-Guided …
Supplementary: Error Compensation Framework for Flow …
We show visual comparisons on flow completion in Fig.4. In [3,7], the errors in corrupted flow affect the flow completion, resulting in unfaithful motion estima-tion. On the other hand, we can …
Exploiting Optical Flow Guidance for Transformer-Based …
transformer-based video inpainting, and propose FGFI and FGFP modules to mitigate the problem. We propose a flow-guided transformer architecture, including TD-MHSA and DP …
Local and nonlocal flow-guided video inpainting - Springer
The purpose of video inpainting is to get a reasonable content from the video to fill in the missing region. Video is a continuous four-dimensional sequence in the temporal dimension.
Deep Flow-Guided Video Inpainting - arXiv.org
We first synthesize a spatially and temporally coherent optical flow field across video frames using a newly designed Deep Flow Comple-tion network. Then the synthesized flow field is used to …
Deep Flow-Guided Video Inpainting - CVF Open Access
We first synthesize a spatially and temporally coherent optical flow field across video frames using a newly designed Deep Flow Comple-tion network. Then the synthesized flow field is used to …
Elevating Flow-Guided Video Inpainting with Reference …
In this study, we propose a practical and powerful VI system named reference-guided video inpainting (RGVI), which overcomes the limitations of existing flow-based ap-proaches. We …
Flow-Guided Transformer for Video Inpainting - Springer
We propose a flow-guided transformer, which innovatively leverage the motion discrepancy exposed by optical flows to instruct the attention retrieval in transformer for high fidelity video …
Flow-Edge-Net: Video Saliency Detection based on Optical …
flow blurs the edges of salient objects and leads to the problems of poorly defined object boundaries. To address this issue, we propose an optical flow-based edge-weighted loss …
100+ TIMES FASTER VIDEO COMPLETION BY OPTICAL-FLOW …
Proposed video-completion pipeline. We use a three-pass scheme for temporally consistent propagation of known input-video fragments and spatial-inpainting results from the first and …
Inertia-Guided Flow Completion and Style Fusion for Video …
Our method enjoys a visually more pleasing result with respect to the completed flow (bottom row) and the inpainted video frame (top row). Physical objects have inertia, which resists changes in …
Inertia-Guided Flow Completion and Style Fusion for Video …
•Input: Video frames and frame-wise masks •Output: Completed video frames with spatiotemporal coherence •Application: Watermark removal, object removal, video retargeting, etc.
Towards an End-to-End Framework for Flow-Guided Video …
In this per, we propose an End-to-End framework for Flow-Guided Video Inpainting (E2FGVI) through elaborately designed three trainable modules, namely, flow completion, propagation, …
Exploiting Optical Flow Guidance for Transformer-Based …
We further exploit the flow guidance and propose FGT++ to pursue more effective and eficient video inpainting. First, we design a lightweight flow completion network by using local …
Artistic Stylization of Images and Video - University of Surrey
Edges: 1D difference of Gaussians directed by flow field + flow-guided smoothing and thresholding. Input image Edge Tangent Flow Line drawing Flow-based filtering Image credit: …
Efficient Flow-Guided Multi-frame De-fencing (supplemental …
To increase variability of our synthetically generated data, we apply the following data augmentation steps: 1.random homography transformation 2.center cropping to avoid any …
ProPainter: Improving Propagation and Transformer for Video …
former [22, 42, 19]. Among these mechanisms, flow-guided propagation and video Transformer have become mainstream choices for VI due to their promising performance. This ICCV paper …
DeepSmooth: Efficient and Smooth Depth Completion - CVF …
the semi-dense input common in indoor depth completion. Zhang et al. [37] propose real-time depth completion for mobile devices. However, their system relies on an edge server i.e. it is …
JOURNAL OF LA Delving into Crispness: Guided Label …
edge map by completing the segments with a pre-trained edge inpainting network. The inpainting network takes as input the gray-scale image of the input, an edge map to be completed, and a …
Proposal-Based Video Completion - Springer
Proposal-Based Video Completion Yuan-Ting Hu1(B), Heng Wang2, Nicolas Ballas3, Kristen Grauman3,4, and Alexander G. Schwing1 1 University of Illinois Urbana-Champaign, Urbana, …
Conditional Image-to-Video Generation with Latent Flow …
Conditional Image-to-Video Generation with Latent Flow Diffusion Models Haomiao Ni1* Changhao Shi2* Kai Li3 Sharon X. Huang1 Martin Renqiang Min3 1The Pennsylvania State …
arXiv:2408.11402v3 [cs.CV] 14 Dec 2024
flow completion to assist in the more complex task of RGB content filling. Flow-based video inpainting methods gen-erally follow a three-phase process: flow completion, con-tent …
DeVOS: Flow-Guided Deformable Transformer for Video …
Video Object Segmentation that combines memory-based matching with motion-guided propagation resulting in sta-ble long-term modeling and strong temporal consistency. For short …
Complete and Temporally Consistent Video Outpainting
Keywords: video completion, video outpainting, back-ground estimation, optical flow, image outpainting 1. Introduction As the popularity of mobile apps such as TikTok and In-stagram …
Deep Flow-Guided Video Inpainting - CVF Open Access
Deep Flow-Guided Video Inpainting Rui Xu1 Xiaoxiao Li1 Bolei Zhou1 Chen Change Loy2 1 CUHK-SenseTime Joint Lab, The Chinese University of Hong Kong, 2 Nanyang Technological …
100+ TIMES FASTER VIDEO COMPLETION BY OPTICAL …
100+ TIMES FASTER VIDEO COMPLETION BY OPTICAL-FLOW-GUIDED VARIATIONAL REFINEMENT Alexander Bokov, Dmitriy Vatolin Lomonosov Moscow State University, Russia …
Supplementary material: Inertia-Guided Flow Completion …
Inertia-Guided Flow Completion and Style Fusion for Video Inpainting Kaidong Zhang 1Jingjing Fu2 Dong Liu 1 University of Science and Technology of China 2 Microsoft Research Asia …
1 Interactive Video Completion - Makoto Okabe
1 Interactive Video Completion Makoto Okabe, Keita Noda, Yoshinori Dobashi, Member, IEEE, and Ken Anjyo, Member, IEEE Abstract—We propose an interactive video completion method …
Inertia-Guided Flow Completion and Style Fusion for Video …
the flows nearby is crucial for accurate flow completion. DFGVI [48] directly concatenates the consecutive flows for target flow completion and lacks of insightful modeling on the motion …
Data-Driven Video Completion
Similar to image completion, video completion aims to fill missing or removed regions in a video in a seamless manner. Video completion poses more challenges than image com-pletion both …
SpecReFlow: an algorithm for specular reflection restoration …
RESEARCH PAPER SpecReFlow: an algorithm for specular reflection restoration using flow-guided video completion Haoli Yin ,a Rachel Eimen ,b,c Daniel Moyer,a and Audrey K. …
Recurrent Structure Attention Guidance for Depth Super …
filters (Hui, Loy, and Tang 2016; Yang et al. 2017) or edge-attention (Ye, Duan, and Li 2018; Chen and Jung 2018) blocks to extract HF information. However, these methods require …
Inertia-Guided Flow Completion and Style Fusion for Video …
Inertia-Guided Flow Completion and Style Fusion for Video Inpainting Kaidong Zhang1, Jingjing Fu2, Dong Liu1 1 University of Science and Technology of China, Hefei, China ... Inertia …
Proposal-based Video Completion - University of Texas at …
Proposal-based Video Completion Yuan-Ting Hu1, Heng Wang2, Nicolas Ballas3, Kristen Grauman3;4, and Alexander G. Schwing1 1University of Illinois Urbana-Champaign 2Facebook …
Deep Cost Ray Fusion for Sparse Depth Video Completion
Sparse Depth Video Completion JungeonKim 1,SoongjinKim ,JaesikPark2,andSeungyongLee 1 POSTECH,SouthKorea 2 SeoulNationalUniversity,SouthKorea …
Towards An End-to-End Framework for Flow-Guided Video …
Overview of the proposed End-to-End framework for Flow-Guided Video Inpainting (E2FGVI). It consists of 1) a frame-level It consists of 1) a frame-level content encoder, 2) a flow …
Structure Flow-Guided Network for Real Depth Super …
PEANet exploits the structure ow as edge attention to learn the edge-focused guidance feature for edge renement. Cross-Modality Flow-Guided Upsampling Network As demonstrated in Fig. 1 …
Deep Video Generation, Prediction and Completion of …
Image/Video Completion Much work has been focusing on image comple-tion with Generative Models [45], but video completion with deep learning has remain unexplored despite its …
Onion-Peel Networks for Deep Video Completion - CVF …
progress in image completion, video completion has been rarely explored using deep networks and still remains in an early stage. In video completion, we need to fill miss-ing regions with …
EA-Net: Edge-Aware Network for Flow-based Video Frame …
including the edge-guided flow estimation and the edge-protected frame synthesis. In Section IV, the experiments are conducted and the results are discussed to analyze the insights of edge …
Occlusion-Aware Video Object Inpainting - arXiv.org
completion: we compute the amodal object shapes based on its visible object content (Section3.1); b) object flow completion: complete object flow is estimated with sharp motion …
Exploring Motion Ambiguity and Alignment for High-Quality …
Optical-flow-based methods.A large group of methods utilize optical flow to build pixel-wise correspondences, thereafter, they warp the given neighboring frames to the target frame. For …
Occlusion-Aware Video Object Inpainting - CVF Open Access
completion: we compute the amodal object shapes based on its visible object content (Section3.1); b) object flow completion: complete object flow is estimated with sharp motion …
Proposal-based Video Completion - Alexander Schwing
Proposal-based Video Completion Yuan-Ting Hu1, Heng Wang2, Nicolas Ballas3, Kristen Grauman3;4, and Alexander G. Schwing1 1University of Illinois Urbana-Champaign 2Facebook …
yanzq,zxwang,kunwang,junli,csjyang @njust.edu.cn Abstract …
Completion as Enhancement: A Degradation-Aware Selective Image Guided Network for Depth Completion Zhiqiang Yan Zhengxue Wang Kun Wang Jun Li* Jian Yang* PCA Lab†, Nanjing …
JOURNAL OF LA Delving into Crispness: Guided Label …
edge map by completing the segments with a pre-trained edge inpainting network. The inpainting network takes as input the gray-scale image of the input, an edge map to be completed, and a …
Shape-Aware Text-Driven Layered Video Editing - CVF Open …
and propagates the edits to the entire video with opti-cal flows computed from consecutive frames. Such flow-based techniques have been applied in other tasks such as video synthesis [3], …
Improving Depth Completion via Depth Feature Upsampling
Improving Depth Completion via Depth Feature Upsampling Yufei Wang 1, Ge Zhang2, Shaoqian Wang , Bo Li 1, Qi Liu , Le Hui 1, Yuchao Dai * 1Northwestern Polytechnical University and …
100+ TIMES FASTER VIDEO COMPLETION BY OPTICAL …
100+ TIMES FASTER VIDEO COMPLETION BY OPTICAL-FLOW-GUIDED VARIATIONAL REFINEMENT Alexander Bokov, Dmitriy Vatolin Lomonosov Moscow State University, Russia …
Comprehensive Review of Deep Learning-Based 3D Point …
of deep learning in point cloud completion is urgently needed to be reviewed [1]–[10]. To stimulate the developments of point cloud completion in industry and academy, we conducted a …
Depth Completion via Deep Basis Fitting - CVF Open Access
2.2. Depth Completion Depth completion is an extension to the depth estima-tion task where sparse depths are available as input. Uhrig et al. [42] propose a sparse convolution layer that …
EdgeFlow: Achieving Practical Interactive Segmentation …
EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow YuyingHao1, Yi Liu1, ZewuWu1, Lin Han2∗, YizhouChen3∗, GuoweiChen1, LutaoChu1, ShiyuTang1, …
arXiv:2301.13416v1 [cs.CV] 31 Jan 2023
For the edge noise, we present a flow-enhanced pyramid edge attention network (PEANet) that integrates the learned structure flow map as the edge attention into a pyramid net-work to …
JOURNAL OF LA Video Background Completion Using …
Video Background Completion Using Motion-guided Pixels Assignment Optimization Zhan Xu, Qing Zhang, Zhe Cao, and Chunxia Xiao Abstract—Background completion for consumer …
Structure Flow-Guided Network for Real Depth Super …
%PDF-1.5 %¿÷¢þ 492 0 obj /Linearized 1 /L 1374733 /H [ 918 477 ] /O 496 /E 34704 /N 9 /T 1371509 >> endobj 493 0 obj /Type /XRef /Length 99 /Filter /FlateDecode ...
FlowDiffuser: Advancing Optical Flow Estimation with …
pings between video frames and flow vectors. Initially, methods like those in [2,12] employed an encoder-decoder architecture to directly translate video frames into flow fields. Subsequent …
FDAN: Flow-guided Deformable Alignment Network for …
Flow-guided Deformable Alignment Network (FDAN), which reaches the state-of-the-art performance on two benchmark datasets while is still competitive in computation and mem-ory …
Effective Video Mirror Detection with Inconsistent Motion Cues
video mirror detection technique, by modeling dual cor-respondences between the inside and outside of the mir-ror both spatially and temporally. However, this approach ... tical flow, and …
JOURNAL OF LA Delving into Crispness: Guided Label …
edge map by completing the segments with a pre-trained edge inpainting network. The inpainting network takes as input the gray-scale image of the input, an edge map to be completed, and a …
Saliency detection with moving camera via background model …
optical flow, the video completion module can generate good background model for video captured by moving camera, which is not possible for other existing methods. • We adopt the …
A Deep Depth Completion: A Survey - arXiv.org
guided methods, respectively. It is seen that although early studies tackle depth completion in an unguided fashion, we observed that studies published after 2020 have been grad-ually …
FODVid: Flow-guided Object Discovery in Videos - arXiv.org
pora. To solve Video Object Segmentation (VOS) in an un-supervised setting, we propose a new pipeline (FODVid) based on the idea of guiding segmentation outputs using flow-guided graph …
FlowVid: Taming Imperfect Optical Flows for Consistent Video …
Mars’, then conduct flow warping from the 1st frame to the 10th and 20th frames (using input video flow). Flow estimation of legs is inaccurate. (c) Our FlowVid uses spatial controls to rectify the …
Flow-Guided Video Inpainting with Scene Templates - arXiv.org
Flow-Guided Video Inpainting with Scene Templates Dong Lao Peihao Zhu Peter Wonka Ganesh Sundaramoorthi KAUST, Saudi Arabia fdong.lao, peihao.zhu, peter.wonka, …
VideoFlow: Exploiting Temporal Cues for Multi-frame Optical …
Multi-frame optical flow.In the traditional optimization-based optical flow era, researchers used Kalman filter [11, 7] to estimate optical flows with the temporal dynamics of motion for multi …
Recurrent Video Restoration Transformer with Guided
Given a low-quality video sequence ILQ ∈RT ×H W C, where T, H, Wand Care the video length, height, width and channel, respectively, the goal of video restoration is to reconstruct the high …
