Trends and Topics in Computer Vision

Trends and Topics in Computer Vision

We address the video retrieval task using rank-SVM, a state-of-the-art learning
technique specifically designed for retrieval tasks, but has not been deployed
extensively in the computer vision community. In our results, rank-SVMs
outperforms ...

Author: Kiriakos N. Kutulakos

Publisher: Springer

ISBN: 9783642357497

Category: Computers

Page: 357

View: 623

The two volumes LNCS 6553 and 6554 constitute the refereed post-proceedings of 7 workshops held in conjunction with the 11th European Conference on Computer Vision, held in Heraklion, Crete, Greece in September 2010. The 62 revised papers presented together with 2 invited talks were carefully reviewed and selected from numerous submissions. The first volume contains 26 revised papers and 2 invited talks selected from the following workshops: First International Workshop on Parts and Attributes; Third Workshop on Human Motion Understanding, Modeling, Capture and Animation; and International Workshop on Sign, Gesture and Activity (SGA 2010).
Categories: Computers

Emerging Trends in Image Processing Computer Vision and Pattern Recognition

Emerging Trends in Image Processing  Computer Vision and Pattern Recognition

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 ...

Author: Leonidas Deligiannidis

Publisher: Morgan Kaufmann

ISBN: 9780128020920

Category: Computers

Page: 640

View: 826

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.
Categories: Computers

Advances in Computer Vision

Advances in Computer Vision

Proceedings of the 2019 Computer Vision Conference (CVC), Volume 2 Kohei
Arai, Supriya Kapoor ... research findings in the literature that uses visualization
analytics, scientometrics, and text mining such as topic modeling to identify
trends.

Author: Kohei Arai

Publisher: Springer

ISBN: 9783030177980

Category: Computers

Page: 767

View: 350

This book presents a remarkable collection of chapters covering a wide range of topics in the areas of Computer Vision, both from theoretical and application perspectives. It gathers the proceedings of the Computer Vision Conference (CVC 2019), held in Las Vegas, USA from May 2 to 3, 2019. The conference attracted a total of 371 submissions from pioneering researchers, scientists, industrial engineers, and students all around the world. These submissions underwent a double-blind peer review process, after which 118 (including 7 poster papers) were selected for inclusion in these proceedings. The book’s goal is to reflect the intellectual breadth and depth of current research on computer vision, from classical to intelligent scope. Accordingly, its respective chapters address state-of-the-art intelligent methods and techniques for solving real-world problems, while also outlining future research directions. Topic areas covered include Machine Vision and Learning, Data Science, Image Processing, Deep Learning, and Computer Vision Applications.
Categories: Computers

New Trends in Computational Vision and Bio inspired Computing

New Trends in Computational Vision and Bio inspired Computing

Topic models deliver the topical theme of discussion within the scientific research
article. ... The deep topic G. S. Mahalakshmi ( ) · S. Hemadharsana · G.
Muthuselvi Department of Computer Science and Engineering, Anna University,
Chennai ...

Author: S. Smys

Publisher: Springer Nature

ISBN: 9783030418625

Category:

Page:

View: 561

Categories:

New Trends in Image Analysis and Processing ICIAP 2013 Workshops

New Trends in Image Analysis and Processing  ICIAP 2013 Workshops

The topics addressed constituted a good mix between novel current trends in
computer vision and the fundamentals of image analysis and pattern recongniton
. – ACVR 2013, the First International Workshop on Assistive Computer Vision
and ...

Author: Alfredo Petrosino

Publisher: Springer

ISBN: 9783642411908

Category: Computers

Page: 561

View: 556

This book constitutes the refereed proceedings of the workshops held with the 17th International Conference on Image Analysis and Processing, ICIAP 2013, held in Naples, Italy, in September 2013. The proceedings include papers from the five individual workshops focusing on topics of interest to the pattern recognition, image analysis, and computer vision communities, exploring emergent research directions or spotlight cross-disciplinary links with related fields and / or application areas.
Categories: Computers

Artificial Higher Order Neural Networks for Computer Science and Engineering Trends for Emerging Applications

Artificial Higher Order Neural Networks for Computer Science and Engineering  Trends for Emerging Applications

Trends for Emerging Applications Zhang, Ming. Amari, S. (1990). ... Physical
Review E: Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary
Topics, 56(4), 4009–4016. ... SPW Conf. on Intelligent Robots and Computer
Vision (pp.

Author: Zhang, Ming

Publisher: IGI Global

ISBN: 9781615207121

Category: Computers

Page: 660

View: 718

"This book introduces and explains Higher Order Neural Networks (HONNs) to people working in the fields of computer science and computer engineering, and how to use HONNS in these areas"--Provided by publisher.
Categories: Computers

Rough Sets and Current Trends in Computing

Rough Sets and Current Trends in Computing

... Hwang and Hyunki Hong Dept. of Image Eng., Graduate School of Advanced
Imaging Science, Multimedia and Film, ... photographs or video images has long
been one of the central topics in computer vision and computer graphics [1,2].

Author: Salavatore Greco

Publisher: Springer Science & Business Media

ISBN: 9783540476931

Category: Computers

Page: 954

View: 681

This book constitutes the refereed proceedings of the 5th International Conference on Rough Sets and Current Trends in Computing, RSCTC 2006, held in Kobe, Japan in November 2006. The 91 revised full papers presented together with five invited papers and two commemorative papers were carefully reviewed and selected from 332 submissions.
Categories: Computers

Research Developments in Computer Vision and Image Processing Methodologies and Applications

Research Developments in Computer Vision and Image Processing  Methodologies and Applications

These are computer vision, which is related to the construction of the 3D world
from the observed 2D images, and computer graphics, ... This book incorporates
the contents related to the latest research trends in emerging core areas and
applications of computer vision and image ... The various topics include various
important topics such as image representation, 3D reconstruction, wavelet-based
image ...

Author: Srivastava, Rajeev

Publisher: IGI Global

ISBN: 9781466645592

Category: Computers

Page: 451

View: 260

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.
Categories: Computers

Advances in Computer Vision and Information Technology

Advances in Computer Vision and Information Technology

This text includes 225 articles covering the following topics: Advance Networking and Security/Wireless Networking/Cyber Laws. Advance Software Computing. Artificial Intelligence/Natural Language Processing/Neural Networks.

Author: K. V. Kale

Publisher: I. K. International Pvt Ltd

ISBN: 9788189866747

Category: Computer vision

Page: 1688

View: 648

The latest trends in Information Technology represent a new intellectual paradigm for scientific exploration and visualization of scientific phenomena. The present treatise covers almost all the emerging technologies in the field. Academicians, engineers, industralists, scientists and researchers engaged in teaching, research and development of Computer Science and Information Technology will find the book useful for their future academic and research work. The present treatise comprising 225 articles broadly covers the following topics exhaustively. 01. Advance Networking and Security/Wireless Networking/Cyber Laws 02. Advance Software Computing 03. Artificial Intelligence/Natural Language Processing/ Neural Networks 04. Bioinformatics/Biometrics 05. Data Mining/E-Commerce/E-Learning 06. Image Processing, Content Based Image Retrieval, Medical and Bio-Medical Imaging, Wavelets 07. Information Processing/Audio and Text Processing/Cryptology, Steganography and Digital Watermarking 08. Pattern Recognition/Machine Vision/Image Motion, Video Processing 09. Signal Processing and Communication/Remote Sensing 10. Speech Processing & Recognition, Human Computer Interaction 11. Information and Communication Technology
Categories: Computer vision

New Trends in Computational Collective Intelligence

New Trends in Computational Collective Intelligence

This book consists of 20 chapters in which the authors deal with different theoretical and practical aspects of new trends in Collective Computational Intelligence techniques.

Author: David Camacho

Publisher: Springer

ISBN: 9783319107745

Category: Computers

Page: 213

View: 679

This book consists of 20 chapters in which the authors deal with different theoretical and practical aspects of new trends in Collective Computational Intelligence techniques. Computational Collective Intelligence methods and algorithms are one the current trending research topics from areas related to Artificial Intelligence, Soft Computing or Data Mining among others. Computational Collective Intelligence is a rapidly growing field that is most often understood as an AI sub-field dealing with soft computing methods which enable making group decisions and processing knowledge among autonomous units acting in distributed environments. Web-based Systems, Social Networks, and Multi-Agent Systems very often need these tools for working out consistent knowledge states, resolving conflicts and making decisions. The chapters included in this volume cover a selection of topics and new trends in several domains related to Collective Computational Intelligence: Language and Knowledge Processing, Data Mining Methods and Applications, Computer Vision, and Intelligent Computational Methods. This book will be useful for graduate and PhD students in computer science as well as for mature academics, researchers and practitioners interested in the methods and applications of collective computational intelligence in order to create new intelligent systems.
Categories: Computers

Trends in Applied Intelligent Systems

Trends in Applied Intelligent Systems

The papers in the proceedings cover a wide number of topics including:
applications to robotics, business and financial markets, bioinformatics and
biomedicine, applications of agent-based systems, computer vision, control,
simulation and ...

Author: Nicolás García-Pedrajas

Publisher: Springer

ISBN: 9783642130250

Category: Computers

Page: 680

View: 280

Annotation The three volume set LNAI 6096, LNAI 6097, and LNAI 6098 constitutes the thoroughly refereed conference proceedings of the 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligend Systems, IEA/AIE 2010, held in Cordoba, Spain, in June 2010. The total of 119 papers selected for the proceedings were carefully reviewed and selected from 297 submissions.
Categories: Computers

Computer Vision ECCV 2012 Workshops and Demonstrations

Computer Vision    ECCV 2012  Workshops and Demonstrations

We received 38 workshop proposals on diverse computer vision topics. ... In the
end, the addressed workshop topics constituted a good mix between novel
current trends and traditional issues, without forgetting to address the
fundamentals of ...

Author: Andrea Fusiello

Publisher: Springer

ISBN: 9783642338632

Category: Computers

Page: 611

View: 136

The three volume set LNCS 7583, 7584 and 7585 comprises the Workshops and Demonstrations which took place in connection with the European Conference on Computer Vision, ECCV 2012, held in Firenze, Italy, in October 2012. The total of 179 workshop papers and 23 demonstration papers was carefully reviewed and selected for inclusion in the proceedings. They where held at workshops with the following themes: non-rigid shape analysis and deformable image alignment; visual analysis and geo-localization of large-scale imagery; Web-scale vision and social media; video event categorization, tagging and retrieval; re-identification; biological and computer vision interfaces; where computer vision meets art; consumer depth cameras for computer vision; unsolved problems in optical flow and stereo estimation; what's in a face?; color and photometry in computer vision; computer vision in vehicle technology: from earth to mars; parts and attributes; analysis and retrieval of tracked events and motion in imagery streams; action recognition and pose estimation in still images; higher-order models and global constraints in computer vision; information fusion in computer vision for concept recognition; 2.5D sensing technologies in motion: the quest for 3D; benchmarking facial image analysis technologies.
Categories: Computers

Computer Vision ECCV 2014 Workshops

Computer Vision   ECCV 2014 Workshops

We received 38 workshop proposals on diverse computer vision topics. ... In the
end, the addressed workshop topics constituted a good mix between novel
current trends and traditional issues, without forgetting to address the
fundamentals of ...

Author: Lourdes Agapito

Publisher: Springer

ISBN: 9783319161785

Category: Computers

Page: 842

View: 585

The four-volume set LNCS 8925, 8926, 8927, and 8928 comprises the refereed post-proceedings of the Workshops that took place in conjunction with the 13th European Conference on Computer Vision, ECCV 2014, held in Zurich, Switzerland, in September 2014. The 203 workshop papers were carefully reviewed and selected for inclusion in the proceedings. They were presented at workshops with the following themes: where computer vision meets art; computer vision in vehicle technology; spontaneous facial behavior analysis; consumer depth cameras for computer vision; "chalearn" looking at people: pose, recovery, action/interaction, gesture recognition; video event categorization, tagging and retrieval towards big data; computer vision with local binary pattern variants; visual object tracking challenge; computer vision + ontology applies cross-disciplinary technologies; visual perception of affordance and functional visual primitives for scene analysis; graphical models in computer vision; light fields for computer vision; computer vision for road scene understanding and autonomous driving; soft biometrics; transferring and adapting source knowledge in computer vision; surveillance and re-identification; color and photometry in computer vision; assistive computer vision and robotics; computer vision problems in plant phenotyping; and non-rigid shape analysis and deformable image alignment. Additionally, a panel discussion on video segmentation is included. .
Categories: Computers

Emerging Trends in Disruptive Technology Management for Sustainable Development

Emerging Trends in Disruptive Technology Management for Sustainable Development

This volume entitled Emerging Trends in Disruptive Technology Management for Sustainable Development has attempted to collate five different interesting research approaches that have innovatively reflected diverse potential of disruptive ...

Author: Rik Das

Publisher: CRC Press

ISBN: 9781000711752

Category: Computers

Page: 120

View: 493

Interdisciplinary approaches using Machine Learning and Deep Learning techniques are smartly addressing real life challenges and have emerged as an inseparable element of disruption in current times. Applications of Disruptive Technology in Management practices are an ever interesting domain for researchers and professionals. This volume entitled Emerging Trends in Disruptive Technology Management for Sustainable Development has attempted to collate five different interesting research approaches that have innovatively reflected diverse potential of disruptive trends in the era of 4th. Industrial Revolution. The uniqueness of the volume is going to cater the entrepreneurs and professionals in the domain of artificial intelligence, machine learning, deep learning etc. with its unique propositions in each of the chapters. The volume is surely going to be a significant source of knowledge and inspiration to those aspiring minds endeavouring to shape their futures in the area of applied research in machine learning and computer vision. The expertise and experiences of the contributing authors to this volume is encompassing different fields of proficiencies. This has set an excellent prelude to discover the correlation among multidisciplinary approaches of innovation. Covering a broad range of topics initiating from IoT based sustainable development to crowd sourcing concepts with a blend of applied machine learning approaches has made this volume a must read to inquisitive wits. Features Assorted approaches to interdisciplinary research using disruptive trends Focus on application of disruptive technology in technology management Focus on role of disruptive technology on sustainable development Promoting green IT with disruptive technology The book is meant to benefit several categories of students and researchers. At the students' level, this book can serve as a treatise/reference book for the special papers at the masters level aimed at inspiring possibly future researchers. Newly inducted PhD aspirants would also find the contents of this book useful as far as their compulsory course-works are concerned. At the researchers' level, those interested in interdisciplinary research would also be benefited from the book. After all, the enriched interdisciplinary contents of the book would always be a subject of interest to the faculties, existing research communities and new research aspirants from diverse disciplines of the concerned departments of premier institutes across the globe. This is expected to bring different research backgrounds (due to its cross platform characteristics) close to one another to form effective research groups all over the world. Above all, availability of the book should be ensured to as much universities and research institutes as possible through whatever graceful means it may be. Hope this volume will cater as a ready reference to your quest for diving deep into the ocean of technology management for 4th. Industrial Revolution.
Categories: Computers

Computer Vision ECCV 2018 Workshops

Computer Vision     ECCV 2018 Workshops

The six-volume set comprising the LNCS volumes 11129-11134 constitutes the refereed proceedings of the workshops that took place in conjunction with the 15th European Conference on Computer Vision, ECCV 2018, held in Munich, Germany, in ...

Author: Laura Leal-Taixé

Publisher: Springer

ISBN: 9783030110093

Category: Computers

Page: 750

View: 582

The six-volume set comprising the LNCS volumes 11129-11134 constitutes the refereed proceedings of the workshops that took place in conjunction with the 15th European Conference on Computer Vision, ECCV 2018, held in Munich, Germany, in September 2018.43 workshops from 74 workshops proposals were selected for inclusion in the proceedings. The workshop topics present a good orchestration of new trends and traditional issues, built bridges into neighboring fields, and discuss fundamental technologies and novel applications.
Categories: Computers

SOFSEM 2006 Theory and Practice of Computer Science

SOFSEM 2006  Theory and Practice of Computer Science

32nd Conference on Current Trends in Theory and Practice of Computer Science
, Merin, Czech Republic, January 21-27, ... The chosen topics are: Pervasive
Computing and Communications; Nanoelectronics and nanotechnology; Security
, ...

Author: Jirí Wiedermann

Publisher: Springer Science & Business Media

ISBN: 354031198X

Category: Computers

Page: 576

View: 549

This book constitutes the refereed proceedings of the 32nd Conference on Current Trends in Theory and Practice of Computer Science, SOFSEM 2006, held in Merin, Czech Republic in January 2006. The 45 revised full papers, including the best Student Research Forum paper, presented together with 10 invited contributions were carefully reviewed and selected from 157 submissions. The papers were organized in four topical tracks on computer science foundations, wireless, mobile, ad hoc and sensor networks, database technologies, and semantic Web technologies.
Categories: Computers

Recent Advances in Computer Vision

Recent Advances in Computer Vision

This book presents a collection of high-quality research by leading experts in computer vision and its applications.

Author: Mahmoud Hassaballah

Publisher: Springer

ISBN: 9783030030001

Category: Computers

Page: 425

View: 345

This book presents a collection of high-quality research by leading experts in computer vision and its applications. Each of the 16 chapters can be read independently and discusses the principles of a specific topic, reviews up-to-date techniques, presents outcomes, and highlights the challenges and future directions. As such the book explores the latest trends in fashion creative processes, facial features detection, visual odometry, transfer learning, face recognition, feature description, plankton and scene classification, video face alignment, video searching, and object segmentation. It is intended for postgraduate students, researchers, scholars and developers who are interested in computer vision and connected research disciplines, and is also suitable for senior undergraduate students who are taking advanced courses in related topics. However, it is also provides a valuable reference resource for practitioners from industry who want to keep abreast of recent developments in this dynamic, exciting and profitable research field.
Categories: Computers

Recent Trends in Data Science and Soft Computing

Recent Trends in Data Science and Soft Computing

This book presents the proceedings of the 3rd International Conference of Reliable Information and Communication Technology 2018 (IRICT 2018), which was held in Kuala Lumpur, Malaysia, on July 23–24, 2018.

Author: Faisal Saeed

Publisher: Springer

ISBN: 9783319990071

Category: Computers

Page: 1126

View: 910

This book presents the proceedings of the 3rd International Conference of Reliable Information and Communication Technology 2018 (IRICT 2018), which was held in Kuala Lumpur, Malaysia, on July 23–24, 2018. The main theme of the conference was “Data Science, AI and IoT Trends for the Fourth Industrial Revolution.” A total of 158 papers were submitted to the conference, of which 103 were accepted and considered for publication in this book. Several hot research topics are covered, including Advances in Data Science and Big Data Analytics, Artificial Intelligence and Soft Computing, Business Intelligence, Internet of Things (IoT) Technologies and Applications, Intelligent Communication Systems, Advances in Computer Vision, Health Informatics, Reliable Cloud Computing Environments, Recent Trends in Knowledge Management, Security Issues in the Cyber World, and Advances in Information Systems Research, Theories and Methods.
Categories: Computers

Challenges and Trends in Multimodal Fall Detection for Healthcare

Challenges and Trends in Multimodal Fall Detection for Healthcare

This book focuses on novel implementations of sensor technologies, artificial intelligence, machine learning, computer vision and statistics for automated, human fall recognition systems and related topics using data fusion.

Author: Hiram Ponce

Publisher: Springer Nature

ISBN: 9783030387488

Category: Technology & Engineering

Page: 259

View: 520

This book focuses on novel implementations of sensor technologies, artificial intelligence, machine learning, computer vision and statistics for automated, human fall recognition systems and related topics using data fusion. It includes theory and coding implementations to help readers quickly grasp the concepts and to highlight the applicability of this technology. For convenience, it is divided into two parts. The first part reviews the state of the art in human fall and activity recognition systems, while the second part describes a public dataset especially curated for multimodal fall detection. It also gathers contributions demonstrating the use of this dataset and showing examples. This book is useful for anyone who is interested in fall detection systems, as well as for those interested in solving challenging, signal recognition, vision and machine learning problems. Potential applications include health care, robotics, sports, human–machine interaction, among others.
Categories: Technology & Engineering

Dynamical Systems Control Coding Computer Vision

Dynamical Systems  Control  Coding  Computer Vision

New Trends, Interfaces, and Interplay Giorgio Picci, D.S. Gilliam ... stability,
prediction and other problems) and there is a considerable literature on these
topics (see, for example, the books [25], [28], [12], [42], [35], [21], the papers [23], [
16], [17] ...

Author: Giorgio Picci

Publisher: Springer Science & Business Media

ISBN: 3764360607

Category: Computers

Page: 493

View: 550

This book is a collection of essays devoted in part to new research direc tions in systems, networks, and control theory, and in part to the growing interaction of these disciplines with new sectors of engineering and applied sciences like coding, computer vision, and hybrid systems. These are new areas of rapid growth and of increasing importance in modern technology. The essays, written by world-leading experts in the field, reproduce and expand the plenary and minicoursejminisymposia invited lectures which were delivered at the Mathematical Theory of Networks and Systems Sym posium (MTNS-98), held in Padova, Italy, on July 6-10, 1998. Systems, control, and networks theory has permeated the development of much of present day technology. The impact has been visible in the past fifty years through the dramatic expansion and achievements of the aerospace and avionics industry, through process control and factory au tomation, robotics, communication signals analysis and synthesis, and, more recently, even finance, to name just the most visible applications. The theory has developed from the early phase of its history when the ba sic tools were elementary complex analysis, Laplace transform, and linear differential equations, to present day, where the mathematics ranges widely from functional analysis, PDE's, abstract algebra, stochastic processes and differential geometry. Irrespective of the particular tools, however, the ba sic unifying paradigms of feedback, stability, optimal control, and recursive filtering, have remained the bulk of the field and continue to be the basic motivation for the theory, coming from the real world.
Categories: Computers