Object Detection and Recognition in Digital Images

Object Detection and Recognition in Digital Images

Author: Boguslaw Cyganek

Publisher: John Wiley & Sons

Published: 2013-05-20

Total Pages: 518

ISBN-13: 111861836X

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Object detection, tracking and recognition in images are key problems in computer vision. This book provides the reader with a balanced treatment between the theory and practice of selected methods in these areas to make the book accessible to a range of researchers, engineers, developers and postgraduate students working in computer vision and related fields. Key features: Explains the main theoretical ideas behind each method (which are augmented with a rigorous mathematical derivation of the formulas), their implementation (in C++) and demonstrated working in real applications. Places an emphasis on tensor and statistical based approaches within object detection and recognition. Provides an overview of image clustering and classification methods which includes subspace and kernel based processing, mean shift and Kalman filter, neural networks, and k-means methods. Contains numerous case study examples of mainly automotive applications. Includes a companion website hosting full C++ implementation, of topics presented in the book as a software library, and an accompanying manual to the software platform.


Book Synopsis Object Detection and Recognition in Digital Images by : Boguslaw Cyganek

Download or read book Object Detection and Recognition in Digital Images written by Boguslaw Cyganek and published by John Wiley & Sons. This book was released on 2013-05-20 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: Object detection, tracking and recognition in images are key problems in computer vision. This book provides the reader with a balanced treatment between the theory and practice of selected methods in these areas to make the book accessible to a range of researchers, engineers, developers and postgraduate students working in computer vision and related fields. Key features: Explains the main theoretical ideas behind each method (which are augmented with a rigorous mathematical derivation of the formulas), their implementation (in C++) and demonstrated working in real applications. Places an emphasis on tensor and statistical based approaches within object detection and recognition. Provides an overview of image clustering and classification methods which includes subspace and kernel based processing, mean shift and Kalman filter, neural networks, and k-means methods. Contains numerous case study examples of mainly automotive applications. Includes a companion website hosting full C++ implementation, of topics presented in the book as a software library, and an accompanying manual to the software platform.

The Theory and Practice of Recognition

The Theory and Practice of Recognition

Author: Onni Hirvonen

Publisher:

Published: 2023

Total Pages: 0

ISBN-13: 9781032196008

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Book Synopsis The Theory and Practice of Recognition by : Onni Hirvonen

Download or read book The Theory and Practice of Recognition written by Onni Hirvonen and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Face Detection and Recognition

Face Detection and Recognition

Author: Asit Kumar Datta

Publisher: CRC Press

Published: 2015-10-28

Total Pages: 353

ISBN-13: 148222657X

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Face detection and recognition are the nonintrusive biometrics of choice in many security applications. Examples of their use include border control, driver's license issuance, law enforcement investigations, and physical access control.Face Detection and Recognition: Theory and Practice elaborates on and explains the theory and practice of face de


Book Synopsis Face Detection and Recognition by : Asit Kumar Datta

Download or read book Face Detection and Recognition written by Asit Kumar Datta and published by CRC Press. This book was released on 2015-10-28 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: Face detection and recognition are the nonintrusive biometrics of choice in many security applications. Examples of their use include border control, driver's license issuance, law enforcement investigations, and physical access control.Face Detection and Recognition: Theory and Practice elaborates on and explains the theory and practice of face de

Routledge Handbook of State Recognition

Routledge Handbook of State Recognition

Author: Gëzim Visoka

Publisher: Routledge

Published: 2019-09-12

Total Pages: 598

ISBN-13: 1351131737

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This new handbook provides a comprehensive and multidisciplinary overview of the theoretical and empirical aspects of state recognition in international politics. Although the recognition of states plays a central role in shaping global politics, it remains an under-researched and widely dispersed subject. Coherently and innovatively structured, the handbook brings together a group of international scholars who examine the most important theoretical and comparative perspectives on state recognition, including debates about pathways to secession and self-determination, the broad range of actors and strategies that shape the recognition of states and a significant number of contemporary case studies. The handbook is organised into four key sections: Theoretical and normative perspectives Pathways to independent statehood Actors, forms and the process of state recognition Case studies of contemporary state recognition This handbook will be of great interest to students of foreign policy, international relations, international law, comparative politics and area studies. Chapter 19 of this book is freely available as a downloadable Open Access PDF at http://www.taylorfrancis.com under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND) 4.0 license.


Book Synopsis Routledge Handbook of State Recognition by : Gëzim Visoka

Download or read book Routledge Handbook of State Recognition written by Gëzim Visoka and published by Routledge. This book was released on 2019-09-12 with total page 598 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new handbook provides a comprehensive and multidisciplinary overview of the theoretical and empirical aspects of state recognition in international politics. Although the recognition of states plays a central role in shaping global politics, it remains an under-researched and widely dispersed subject. Coherently and innovatively structured, the handbook brings together a group of international scholars who examine the most important theoretical and comparative perspectives on state recognition, including debates about pathways to secession and self-determination, the broad range of actors and strategies that shape the recognition of states and a significant number of contemporary case studies. The handbook is organised into four key sections: Theoretical and normative perspectives Pathways to independent statehood Actors, forms and the process of state recognition Case studies of contemporary state recognition This handbook will be of great interest to students of foreign policy, international relations, international law, comparative politics and area studies. Chapter 19 of this book is freely available as a downloadable Open Access PDF at http://www.taylorfrancis.com under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND) 4.0 license.

Power Politics and State Formation in the Twentieth Century

Power Politics and State Formation in the Twentieth Century

Author: Bridget Coggins

Publisher: Cambridge University Press

Published: 2014-04-24

Total Pages: 281

ISBN-13: 1107047358

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From Kurdistan to Somaliland, Xinjiang to South Yemen, all secessionist movements hope to secure newly independent states of their own. Most will not prevail. The existing scholarly wisdom provides one explanation for success, based on authority and control within the nascent states. With the aid of an expansive new dataset and detailed case studies, this book provides an alternative account. It argues that the strongest members of the international community have a decisive influence over whether today's secessionists become countries tomorrow and that, most often, their support is conditioned on parochial political considerations.


Book Synopsis Power Politics and State Formation in the Twentieth Century by : Bridget Coggins

Download or read book Power Politics and State Formation in the Twentieth Century written by Bridget Coggins and published by Cambridge University Press. This book was released on 2014-04-24 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: From Kurdistan to Somaliland, Xinjiang to South Yemen, all secessionist movements hope to secure newly independent states of their own. Most will not prevail. The existing scholarly wisdom provides one explanation for success, based on authority and control within the nascent states. With the aid of an expansive new dataset and detailed case studies, this book provides an alternative account. It argues that the strongest members of the international community have a decisive influence over whether today's secessionists become countries tomorrow and that, most often, their support is conditioned on parochial political considerations.

The I in We

The I in We

Author: Axel Honneth

Publisher: Polity

Published: 2012-10-22

Total Pages: 0

ISBN-13: 9780745652320

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In this volume Axel Honneth deepens and develops his highly influential theory of recognition, showing how it enables us both to rethink the concept of justice and to offer a compelling account of the relationship between social reproduction and individual identity formation. Drawing on his reassessment of Hegel’s practical philosophy, Honneth argues that our conception of social justice should be redirected from a preoccupation with the principles of distributing goods to a focus on the measures for creating symmetrical relations of recognition. This theoretical reorientation has far-reaching implications for the theory of justice, as it obliges this theory to engage directly with problems concerning the organization of work and with the ideologies that stabilize relations of domination. In the final part of this volume Honneth shows how the theory of recognition provides a fruitful and illuminating way of exploring the relation between social reproduction and identity formation. Rather than seeing groups as regressive social forms that threaten the autonomy of the individual, Honneth argues that the ‘I’ is dependent on forms of social recognition embodied in groups, since neither self-respect nor self-esteem can be maintained without the supportive experience of practising shared values in the group. This important new book by one of the leading social philosophers of our time will be of great interest to students and scholars in philosophy, sociology, politics and the humanities and social sciences generally.


Book Synopsis The I in We by : Axel Honneth

Download or read book The I in We written by Axel Honneth and published by Polity. This book was released on 2012-10-22 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this volume Axel Honneth deepens and develops his highly influential theory of recognition, showing how it enables us both to rethink the concept of justice and to offer a compelling account of the relationship between social reproduction and individual identity formation. Drawing on his reassessment of Hegel’s practical philosophy, Honneth argues that our conception of social justice should be redirected from a preoccupation with the principles of distributing goods to a focus on the measures for creating symmetrical relations of recognition. This theoretical reorientation has far-reaching implications for the theory of justice, as it obliges this theory to engage directly with problems concerning the organization of work and with the ideologies that stabilize relations of domination. In the final part of this volume Honneth shows how the theory of recognition provides a fruitful and illuminating way of exploring the relation between social reproduction and identity formation. Rather than seeing groups as regressive social forms that threaten the autonomy of the individual, Honneth argues that the ‘I’ is dependent on forms of social recognition embodied in groups, since neither self-respect nor self-esteem can be maintained without the supportive experience of practising shared values in the group. This important new book by one of the leading social philosophers of our time will be of great interest to students and scholars in philosophy, sociology, politics and the humanities and social sciences generally.

Logo Recognition

Logo Recognition

Author: Jingying Chen

Publisher: CRC Press

Published: 2018-10-08

Total Pages: 192

ISBN-13: 1439847851

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Used by companies, organizations, and even individuals to promote recognition of their brand, logos can also act as a valuable means of identifying the source of a document. E-business applications can retrieve and catalog products according to their logos. Governmental agencies can easily inspect goods using smart mobile devices that use logo recognition techniques. However, because logos are two-dimensional shapes of varying complexity, the recognition process can be challenging. Although promising results have been found for clean logos, they have not been as robust for noisy logos. Logo Recognition: Theory and Practice is the first book to focus on logo recognition, especially under noisy conditions. Beginning with an introduction to fundamental concepts and methods in pattern and shape recognition, it surveys advances in logo recognition. The authors also propose a new logo recognition system that can be used under adverse conditions such as broken lines, added noise, and occlusion. The proposed system introduces a novel polygonal approximation, a robust indexing scheme, and a new line segment Hausdorff distance (LHD) matching method that can handle more distortion and transformation types than previous techniques. In the first stage, raw logos are transformed into normalized line segment maps. In the second stage, effective line pattern features are used to index the database to generate a moderate number of likely models. In the third stage, an improved LHD measure screens and generates the best matches. A comprehensive overview of logo recognition, the book also presents successful applications of the technology and suggests directions for future research.


Book Synopsis Logo Recognition by : Jingying Chen

Download or read book Logo Recognition written by Jingying Chen and published by CRC Press. This book was released on 2018-10-08 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: Used by companies, organizations, and even individuals to promote recognition of their brand, logos can also act as a valuable means of identifying the source of a document. E-business applications can retrieve and catalog products according to their logos. Governmental agencies can easily inspect goods using smart mobile devices that use logo recognition techniques. However, because logos are two-dimensional shapes of varying complexity, the recognition process can be challenging. Although promising results have been found for clean logos, they have not been as robust for noisy logos. Logo Recognition: Theory and Practice is the first book to focus on logo recognition, especially under noisy conditions. Beginning with an introduction to fundamental concepts and methods in pattern and shape recognition, it surveys advances in logo recognition. The authors also propose a new logo recognition system that can be used under adverse conditions such as broken lines, added noise, and occlusion. The proposed system introduces a novel polygonal approximation, a robust indexing scheme, and a new line segment Hausdorff distance (LHD) matching method that can handle more distortion and transformation types than previous techniques. In the first stage, raw logos are transformed into normalized line segment maps. In the second stage, effective line pattern features are used to index the database to generate a moderate number of likely models. In the third stage, an improved LHD measure screens and generates the best matches. A comprehensive overview of logo recognition, the book also presents successful applications of the technology and suggests directions for future research.

The Theory and Practice of Recognition

The Theory and Practice of Recognition

Author: Onni Hirvonen

Publisher: Taylor & Francis

Published: 2022-09-23

Total Pages: 344

ISBN-13: 1000684784

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This volume presents new essays on the theory and practice of recognition. In order to retain its overall plausibility as a critical social theory, contemporary recognition theory needs to be able to successfully combine theory with real-life perspectives, in both contemporary and historical contexts. Contemporary recognition theory has developed into an established and active multidisciplinary research programme. The chapters in this volume have two main purposes. First, they engage in theoretical development of the contemporary theories of recognition. They explore the conceptual histories and the environments of recognition, as well as the connection between recognition and authenticity, emancipation, and social ontology. Second, they connect the theoretical insights of contemporary recognition with analyses of contemporary and historical social practices. These contributions explore themes such as populism and polarization, models of harmful invisibilization and social ignorance, the problem of evil and suffering, and social justice phenomena such as the #MeToo movement. The Theory and Practice of Recognition will be of interest to scholars and advanced students working in social and political philosophy, social ontology, political theory, and sociology.


Book Synopsis The Theory and Practice of Recognition by : Onni Hirvonen

Download or read book The Theory and Practice of Recognition written by Onni Hirvonen and published by Taylor & Francis. This book was released on 2022-09-23 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents new essays on the theory and practice of recognition. In order to retain its overall plausibility as a critical social theory, contemporary recognition theory needs to be able to successfully combine theory with real-life perspectives, in both contemporary and historical contexts. Contemporary recognition theory has developed into an established and active multidisciplinary research programme. The chapters in this volume have two main purposes. First, they engage in theoretical development of the contemporary theories of recognition. They explore the conceptual histories and the environments of recognition, as well as the connection between recognition and authenticity, emancipation, and social ontology. Second, they connect the theoretical insights of contemporary recognition with analyses of contemporary and historical social practices. These contributions explore themes such as populism and polarization, models of harmful invisibilization and social ignorance, the problem of evil and suffering, and social justice phenomena such as the #MeToo movement. The Theory and Practice of Recognition will be of interest to scholars and advanced students working in social and political philosophy, social ontology, political theory, and sociology.

The international law of recognition

The international law of recognition

Author: Ti-Chiang Chen

Publisher: Рипол Классик

Published: 1951

Total Pages: 487

ISBN-13: 5875231823

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Book Synopsis The international law of recognition by : Ti-Chiang Chen

Download or read book The international law of recognition written by Ti-Chiang Chen and published by Рипол Классик. This book was released on 1951 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Recognition of States

The Recognition of States

Author: Thomas D. Grant

Publisher: Bloomsbury Publishing USA

Published: 1999-12-30

Total Pages: 281

ISBN-13: 0313028311

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Thomas D. Grant examines the Great Debate over state recognition, tracing its eclipse, and identifying trends in contemporary international law that may explain the lingering persistence of the terms of that debate. Although writers have generally accepted the declaratory view as more accurate than its old rival, the judicial sources often cited to support the declaratory view do not on scrutiny do so as decisively as commonly assumed. Contemporary doctrinal preference requires explanation. Declaratory doctrine, in its apparent diminution of the role state discretion plays in recognition, is in harmony, Grant asserts, with contemporary aspirations for international law. It may seem to many writers, he believes, that international governance functions better in a conceptual framework that reduces the power of states to legislate what entities are states. Grant proceeds from this analysis of the contemporary status of the old debate to ask what questions now take center stage. In place of doctrine, Grant argues, process is the chief issue concerning recognition today. Whether to recognize unilaterally or in a collective framework; whether to acknowledge legal rules or to let recognition be controlled by political calculus—as Grant points out, such questions concern how states recognize, not the theoretical nature of recognition. This is an important analysis for scholars and researchers of international law and relations and contemporary European politics.


Book Synopsis The Recognition of States by : Thomas D. Grant

Download or read book The Recognition of States written by Thomas D. Grant and published by Bloomsbury Publishing USA. This book was released on 1999-12-30 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thomas D. Grant examines the Great Debate over state recognition, tracing its eclipse, and identifying trends in contemporary international law that may explain the lingering persistence of the terms of that debate. Although writers have generally accepted the declaratory view as more accurate than its old rival, the judicial sources often cited to support the declaratory view do not on scrutiny do so as decisively as commonly assumed. Contemporary doctrinal preference requires explanation. Declaratory doctrine, in its apparent diminution of the role state discretion plays in recognition, is in harmony, Grant asserts, with contemporary aspirations for international law. It may seem to many writers, he believes, that international governance functions better in a conceptual framework that reduces the power of states to legislate what entities are states. Grant proceeds from this analysis of the contemporary status of the old debate to ask what questions now take center stage. In place of doctrine, Grant argues, process is the chief issue concerning recognition today. Whether to recognize unilaterally or in a collective framework; whether to acknowledge legal rules or to let recognition be controlled by political calculus—as Grant points out, such questions concern how states recognize, not the theoretical nature of recognition. This is an important analysis for scholars and researchers of international law and relations and contemporary European politics.