Face Analysis Under Uncontrolled Conditions

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Face Analysis Under Uncontrolled Conditions

Author : Romain Belmonte
Publisher : John Wiley & Sons
ISBN 13 : 1394173849
Total Pages : 325 pages
Book Rating : 4.3/5 (941 download)

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Book Synopsis Face Analysis Under Uncontrolled Conditions by : Romain Belmonte

Download or read book Face Analysis Under Uncontrolled Conditions written by Romain Belmonte and published by John Wiley & Sons. This book was released on 2022-09-14 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: Face analysis is essential for a large number of applications such as human-computer interaction or multimedia (e.g. content indexing and retrieval). Although many approaches are under investigation, performance under uncontrolled conditions is still not satisfactory. The variations that impact facial appearance (e.g. pose, expression, illumination, occlusion, motion blur) make it a difficult problem to solve. This book describes the progress towards this goal, from a core building block – landmark detection – to the higher level of micro and macro expression recognition. Specifically, the book addresses the modeling of temporal information to coincide with the dynamic nature of the face. It also includes a benchmark of recent solutions along with details about the acquisition of a dataset for such tasks.

Face Analysis Under Uncontrolled Conditions

Author : Romain Belmonte
Publisher : John Wiley & Sons
ISBN 13 : 1789451116
Total Pages : 325 pages
Book Rating : 4.7/5 (894 download)

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Book Synopsis Face Analysis Under Uncontrolled Conditions by : Romain Belmonte

Download or read book Face Analysis Under Uncontrolled Conditions written by Romain Belmonte and published by John Wiley & Sons. This book was released on 2022-10-18 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: Face analysis is essential for a large number of applications such as human-computer interaction or multimedia (e.g. content indexing and retrieval). Although many approaches are under investigation, performance under uncontrolled conditions is still not satisfactory. The variations that impact facial appearance (e.g. pose, expression, illumination, occlusion, motion blur) make it a difficult problem to solve. This book describes the progress towards this goal, from a core building block – landmark detection – to the higher level of micro and macro expression recognition. Specifically, the book addresses the modeling of temporal information to coincide with the dynamic nature of the face. It also includes a benchmark of recent solutions along with details about the acquisition of a dataset for such tasks.

Facial Landmark Detection with Local and Global Motion Modeling

Author : Romain Belmonte
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (115 download)

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Book Synopsis Facial Landmark Detection with Local and Global Motion Modeling by : Romain Belmonte

Download or read book Facial Landmark Detection with Local and Global Motion Modeling written by Romain Belmonte and published by . This book was released on 2019 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Facial landmark detection is an essential task for a large number of applications such as facial analysis (e.g., identification, expression, 3D reconstruction), human-computer interaction or even multimedia (e.g., content indexing and retrieval). Although many approaches have been proposed, performance under uncontrolled conditions is still not satisfactory. The variations that may impact facial appearance (e.g., pose, expression, illumination, occlusion, motion blur) make it a difficult problem to solve. In this thesis, a contribution to both the analysis of the performance of current approaches and the modeling of temporal information for video-based facial landmark detection is made. An experimental study is conducted using a video dataset to measure the impact of pose and expression variations on landmark detection. This evaluation highlights the most difficult poses and expressions to handle. It also illustrates the importance of a suitable temporal modeling to benefit from the dynamic nature of the face. A focus is then placed on improving temporal modeling to ensure consideration of local motion in addition to global motion. Several architectures are designed based on the two main models from the literature: coordinate regression networks and heatmap regression networks. Experiments on two datasets confirm that local motion modeling improves results (e.g. in the presence of expressions). These experiments are extended with a study on the complementarity between spatial and temporal information as well as local and global motion to improve the design of the proposed architectures. By leveraging these complementarities more effectively, competitive performance with current state-of-the-art approaches is achieved, despite the simplicity of the proposed models.

Face Recognition Under Uncontrolled Conditions

Author : Shaokang Chen
Publisher :
ISBN 13 : 9783838329277
Total Pages : 140 pages
Book Rating : 4.3/5 (292 download)

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Book Synopsis Face Recognition Under Uncontrolled Conditions by : Shaokang Chen

Download or read book Face Recognition Under Uncontrolled Conditions written by Shaokang Chen and published by . This book was released on 2010-01 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Analysis and Modeling of Faces and Gestures

Author : S. Kevin Zhou
Publisher : Springer
ISBN 13 : 3540756906
Total Pages : 314 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Analysis and Modeling of Faces and Gestures by : S. Kevin Zhou

Download or read book Analysis and Modeling of Faces and Gestures written by S. Kevin Zhou and published by Springer. This book was released on 2007-11-04 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Workshop on Analysis and Modelling of Faces and Gestures, AMFG 2007, held within the scope of ICCV 2007, the International Conference on Computer Vision. The papers review the status of recognition, analysis and modeling of face, gesture, activity, and behavior. Topics addressed include feature representation, 3D face, video-based face recognition, facial motion analysis, and sign recognition.

Face Recognition in Uncontrolled Indoor Environment

Author : Kamal Adel Abuqaaud
Publisher :
ISBN 13 :
Total Pages : 109 pages
Book Rating : 4.:/5 (864 download)

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Book Synopsis Face Recognition in Uncontrolled Indoor Environment by : Kamal Adel Abuqaaud

Download or read book Face Recognition in Uncontrolled Indoor Environment written by Kamal Adel Abuqaaud and published by . This book was released on 2013 with total page 109 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Face recognition (FR) is one of the most convenient biometric systems even though it is not currently the most reliable one. Especially when images for (FR) system are captured by surveillance cameras, such cameras often produce low quality images which make recognition more difficult and less reliable. This study uses a recently published database called 'SCface database' which emphasizes the challenges of face recognition in uncontrolled indoor conditions such as lighting conditions, face pose, facial expression and distance to camera. More specifically, the recognition is done using different cameras of different resolutions and imaging sensors. The aim of this study is to examine the effect of camera quality and distance from the camera with regards to face recognition rates by analyzing different face recognition schemes such as Eigenfaces, Discrete Cosine Transform (DCT), Wavelet Transform, Gray Level Concurrence Matrix (GLCM) and Spatial Differential Operators (SDO). Principal Component Analysis (PCA), Zonal coding and spectral regression were also investigated as various dimensionality reduction approaches"--Abstract.

Cyber Security and Digital Forensics

Author : Sabyasachi Pramanik
Publisher : John Wiley & Sons
ISBN 13 : 1119795648
Total Pages : 300 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Cyber Security and Digital Forensics by : Sabyasachi Pramanik

Download or read book Cyber Security and Digital Forensics written by Sabyasachi Pramanik and published by John Wiley & Sons. This book was released on 2022-01-12 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: CYBER SECURITY AND DIGITAL FORENSICS Cyber security is an incredibly important issue that is constantly changing, with new methods, processes, and technologies coming online all the time. Books like this are invaluable to professionals working in this area, to stay abreast of all of these changes. Current cyber threats are getting more complicated and advanced with the rapid evolution of adversarial techniques. Networked computing and portable electronic devices have broadened the role of digital forensics beyond traditional investigations into computer crime. The overall increase in the use of computers as a way of storing and retrieving high-security information requires appropriate security measures to protect the entire computing and communication scenario worldwide. Further, with the introduction of the internet and its underlying technology, facets of information security are becoming a primary concern to protect networks and cyber infrastructures from various threats. This groundbreaking new volume, written and edited by a wide range of professionals in this area, covers broad technical and socio-economic perspectives for the utilization of information and communication technologies and the development of practical solutions in cyber security and digital forensics. Not just for the professional working in the field, but also for the student or academic on the university level, this is a must-have for any library. Audience: Practitioners, consultants, engineers, academics, and other professionals working in the areas of cyber analysis, cyber security, homeland security, national defense, the protection of national critical infrastructures, cyber-crime, cyber vulnerabilities, cyber-attacks related to network systems, cyber threat reduction planning, and those who provide leadership in cyber security management both in public and private sectors

Clinical Facial Analysis

Author : Fabio Meneghini
Publisher : Springer Science & Business Media
ISBN 13 : 3642272282
Total Pages : 234 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Clinical Facial Analysis by : Fabio Meneghini

Download or read book Clinical Facial Analysis written by Fabio Meneghini and published by Springer Science & Business Media. This book was released on 2012-04-12 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: This richly illustrated book presents a straightforward non-instrumental method of clinical facial analysis in preparation for aesthetic surgery, orthognathic surgery, and orthodontic treatments. After discussion of various practical aspects of facial examination and photography, analysis of different regions of the face and dentofacial deformities is discussed in a series of detailed chapters. At the end of each of these chapters, multiple-choice checklists are included that will help the reader to perform step-by-step regional analysis. Important features of the book are its multidisciplinary approach and the emphasis placed on the relationship between different parts of the face. This second edition has been thoroughly updated and includes a new chapter on recording and documentation relating specifically to aesthetic facial surgery.

Facial Image Analysis

Author : Xin Geng
Publisher :
ISBN 13 :
Total Pages : 368 pages
Book Rating : 4.:/5 (271 download)

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Book Synopsis Facial Image Analysis by : Xin Geng

Download or read book Facial Image Analysis written by Xin Geng and published by . This book was released on 2008 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis focuses on novel technologies for facial image analysis, which involves three topics: face recognition under uncontrolled conditions, automatic facial age estimation, and context-aware fusion of face and gait. They are either key issues bridging laboratorial research and real applications, or innovative problems that have barely been studied before.

RoboCup 2010: Robot Soccer World Cup XIV

Author : Javier Ruiz-del-Solar
Publisher : Springer Science & Business Media
ISBN 13 : 3642202160
Total Pages : 441 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis RoboCup 2010: Robot Soccer World Cup XIV by : Javier Ruiz-del-Solar

Download or read book RoboCup 2010: Robot Soccer World Cup XIV written by Javier Ruiz-del-Solar and published by Springer Science & Business Media. This book was released on 2011-04-09 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes the thoroughly refereed post-conference proceedings of the 14th RoboCup International Symposium, held in Singapore, in June, 2010 - representing the scientific tracks structured in four sessions entitled simulation and rescue robots; robot perception and localization; robot motion and humanoid robots; and human robot interaction and semantic scene analysis. The 20 revised full papers and 16 revised short papers presented were carefully reviewed and selected from 78 submissions. Documenting the research advances of the RoboCup community since the predecessor symposium, this book constitutes a valuable source of reference and inspiration for R&D professionals interested in RoboCup or in robotics and distributed AI more generally.

Message Diffusion Under Uncontrolled Conditions

Author : Judson Bruce Pearson
Publisher :
ISBN 13 :
Total Pages : 82 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Message Diffusion Under Uncontrolled Conditions by : Judson Bruce Pearson

Download or read book Message Diffusion Under Uncontrolled Conditions written by Judson Bruce Pearson and published by . This book was released on 1957 with total page 82 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Encyclopedia of Biometrics

Author : Stan Z. Li
Publisher : Springer Science & Business Media
ISBN 13 : 0387730028
Total Pages : 1466 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Encyclopedia of Biometrics by : Stan Z. Li

Download or read book Encyclopedia of Biometrics written by Stan Z. Li and published by Springer Science & Business Media. This book was released on 2009-08-27 with total page 1466 pages. Available in PDF, EPUB and Kindle. Book excerpt: With an A–Z format, this encyclopedia provides easy access to relevant information on all aspects of biometrics. It features approximately 250 overview entries and 800 definitional entries. Each entry includes a definition, key words, list of synonyms, list of related entries, illustration(s), applications, and a bibliography. Most entries include useful literature references providing the reader with a portal to more detailed information.

Real-world Face Recognition for Detecting Mismatched Identities

Author : Gokce Dane
Publisher :
ISBN 13 :
Total Pages : 334 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis Real-world Face Recognition for Detecting Mismatched Identities by : Gokce Dane

Download or read book Real-world Face Recognition for Detecting Mismatched Identities written by Gokce Dane and published by . This book was released on 2001 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Shape Gradients, Shape Warping and Medical Application to Facial Expression Analysis

Author : Pierre Maurel
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (116 download)

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Book Synopsis Shape Gradients, Shape Warping and Medical Application to Facial Expression Analysis by : Pierre Maurel

Download or read book Shape Gradients, Shape Warping and Medical Application to Facial Expression Analysis written by Pierre Maurel and published by . This book was released on 2008 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Human Face

Author : Mary Katsikitis
Publisher : Springer Science & Business Media
ISBN 13 : 1461510635
Total Pages : 310 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis The Human Face by : Mary Katsikitis

Download or read book The Human Face written by Mary Katsikitis and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume marks the first time that a collection of contemporary facial scoring techniques and their utility, whether clinical, experimental, theoretical, or otherwise, follows an historical introduction of the area, thereby recording the developmental history of this science.

Intelligent Techniques in Signal Processing for Multimedia Security

Author : Nilanjan Dey
Publisher : Springer
ISBN 13 : 3319447904
Total Pages : 483 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Intelligent Techniques in Signal Processing for Multimedia Security by : Nilanjan Dey

Download or read book Intelligent Techniques in Signal Processing for Multimedia Security written by Nilanjan Dey and published by Springer. This book was released on 2016-10-18 with total page 483 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book proposes new algorithms to ensure secured communications and prevent unauthorized data exchange in secured multimedia systems. Focusing on numerous applications’ algorithms and scenarios, it offers an in-depth analysis of data hiding technologies including watermarking, cryptography, encryption, copy control, and authentication. The authors present a framework for visual data hiding technologies that resolves emerging problems of modern multimedia applications in several contexts including the medical, healthcare, education, and wireless communication networking domains. Further, it introduces several intelligent security techniques with real-time implementation. As part of its comprehensive coverage, the book discusses contemporary multimedia authentication and fingerprinting techniques, while also proposing personal authentication/recognition systems based on hand images, surveillance system security using gait recognition, face recognition under restricted constraints such as dry/wet face conditions, and three-dimensional face identification using the approach developed here. This book equips perception technology professionals with the latest technologies, techniques, and strategies for multimedia security systems, offering a valuable resource for engineers and researchers working to develop security systems.

Advances in Visual Computing

Author : George Bebis
Publisher : Springer Nature
ISBN 13 : 3030337200
Total Pages : 718 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Advances in Visual Computing by : George Bebis

Download or read book Advances in Visual Computing written by George Bebis and published by Springer Nature. This book was released on 2019-10-25 with total page 718 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 14th International Symposium on Visual Computing, ISVC 2019, held in Lake Tahoe, NV, USA in October 2019. The 100 papers presented in this double volume were carefully reviewed and selected from 163 submissions. The papers are organized into the following topical sections: Deep Learning I; Computer Graphics I; Segmentation/Recognition; Video Analysis and Event Recognition; Visualization; ST: Computational Vision, AI and Mathematical methods for Biomedical and Biological Image Analysis; Biometrics; Virtual Reality I; Applications I; ST: Vision for Remote Sensing and Infrastructure Inspection; Computer Graphics II; Applications II; Deep Learning II; Virtual Reality II; Object Recognition/Detection/Categorization; and Poster.