Structure From Motion Using The Extended Kalman Filter

Author : Javier Civera
Publisher : Springer Science & Business Media
ISBN 13 : 3642248330
Total Pages : 180 pages
Book Rating : 4.37/5 ( download)

DOWNLOAD NOW!

Download or read book Structure from Motion using the Extended Kalman Filter written by Javier Civera and published by Springer Science & Business Media. This book was released on 2011-11-05 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fully automated estimation of the 6 degrees of freedom camera motion and the imaged 3D scenario using as the only input the pictures taken by the camera has been a long term aim in the computer vision community. The associated line of research has been known as Structure from Motion (SfM). An intense research effort during the latest decades has produced spectacular advances; the topic has reached a consistent state of maturity and most of its aspects are well known nowadays. 3D vision has immediate applications in many and diverse fields like robotics, videogames and augmented reality; and technological transfer is starting to be a reality. This book describes one of the first systems for sparse point-based 3D reconstruction and egomotion estimation from an image sequence; able to run in real-time at video frame rate and assuming quite weak prior knowledge about camera calibration, motion or scene. Its chapters unify the current perspectives of the robotics and computer vision communities on the 3D vision topic: As usual in robotics sensing, the explicit estimation and propagation of the uncertainty hold a central role in the sequential video processing and is shown to boost the efficiency and performance of the 3D estimation. On the other hand, some of the most relevant topics discussed in SfM by the computer vision scientists are addressed under this probabilistic filtering scheme; namely projective models, spurious rejection, model selection and self-calibration.

Author : Christian Johannes Venter
Publisher :
ISBN 13 :
Total Pages : 160 pages
Book Rating : 4.05/5 ( download)

DOWNLOAD NOW!

Download or read book Structure from Motion Estimation Using a Nonlinear Kalman Filter written by Christian Johannes Venter and published by . This book was released on 2002 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Anis Koubaa
Publisher : Springer Nature
ISBN 13 : 303045956X
Total Pages : 397 pages
Book Rating : 4.67/5 ( download)

DOWNLOAD NOW!

Download or read book Robot Operating System (ROS) written by Anis Koubaa and published by Springer Nature. This book was released on 2020-08-21 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the fifth volume in the successful book series Robot Operating System: The Complete Reference. The objective of the book is to provide the reader with comprehensive coverage on the Robot Operating System (ROS), which is currently considered to be the primary development framework for robotics applications, and the latest trends and contributing systems. The content is divided into six parts. Pat I presents for the first time the emerging ROS 2.0 framework, while Part II focuses on multi-robot systems, namely on SLAM and Swarm coordination. Part III provides two chapters on autonomous systems, namely self-driving cars and unmanned aerial systems. In turn, Part IV addresses the contributions of simulation frameworks for ROS. In Part V, two chapters explore robotic manipulators and legged robots. Finally, Part VI presents emerging topics in monocular SLAM and a chapter on fault tolerance systems for ROS. Given its scope, the book will offer a valuable companion for ROS users and developers, helping them deepen their knowledge of ROS capabilities and features.

Author :
Publisher :
ISBN 13 :
Total Pages : 14 pages
Book Rating : 4.83/5 ( download)

DOWNLOAD NOW!

Download or read book Pose and Motion Estimation Using Dual Quaternion-Based Extended Kalman Filtering written by and published by . This book was released on 1998 with total page 14 pages. Available in PDF, EPUB and Kindle. Book excerpt: A solution to the remote three-dimensional (3-D) measurement problem is presented for a dynamic system given a sequence of two-dimensional (2-D) intensity images of a moving object. The 3-D transformation is modeled as a nonlinear stochastic system with the state estimate providing the six-degree-of-freedom motion and position values as well as structure. The stochastic model uses the iterated extended Kalman filter (IEKF) as a nonlinear estimator and a screw representation of the 3-D transformation based on dual quaternions. Dual quaternions, whose elements are dual numbers, provide a means to represent both rotation and translation in a unified notation. Linear object features, represented as dual vectors, are transformed using the dual quaternion transformation and are then projected to linear features in the image plane. The method has been implemented and tested with both simulated and actual experimental data. Simulation results are provided, along with comparisons to a point-based IEKF method using rotation and translation, to show the relative advantages of this method. Experimental results from testing using a camera mounted on the end effector of a robot arm are also given.

Author : Rene Vidal
Publisher : Springer Science & Business Media
ISBN 13 : 3540709312
Total Pages : 337 pages
Book Rating : 4.12/5 ( download)

DOWNLOAD NOW!

Download or read book Dynamical Vision written by Rene Vidal and published by Springer Science & Business Media. This book was released on 2007-02 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed joint post-proceedings of the first two International Workshops on Dynamical Vision, WDV 2005 and WDV 2006 held in Beijing, China in October 2005 within the scope of ICCV 2005 and in Graz, Austria in May 2006 in the course of ECCV 2006. The 24 revised full papers address a wide range of theoretical and application issues in dynamical vision.

Author : A.J. Krener
Publisher : Elsevier
ISBN 13 : 1483296873
Total Pages : 449 pages
Book Rating : 4.76/5 ( download)

DOWNLOAD NOW!

Download or read book Nonlinear Control Systems Design 1995 written by A.J. Krener and published by Elsevier. This book was released on 2016-01-22 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: The series of IFAC Symposia on Nonlinear Control Systems provides the ideal forum for leading researchers and practitioners who work in the field to discuss and evaluate the latest research and developments. This publication contains the papers presented at the 3rd IFAC Symposium in the series which was held in Tahoe City, California, USA.

Author : Graziano Chesi
Publisher : Springer
ISBN 13 : 1849960895
Total Pages : 410 pages
Book Rating : 4.92/5 ( download)

DOWNLOAD NOW!

Download or read book Visual Servoing via Advanced Numerical Methods written by Graziano Chesi and published by Springer. This book was released on 2010-03-10 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: Robots able to imitate human beings have been at the core of stories of science?ctionaswellasdreamsofinventorsforalongtime.Amongthe various skills that Mother Nature has provided us with and that often go forgotten, the ability of sight is certainly one of the most important. Perhaps inspired by tales of Isaac Asimov, comics and cartoons, and surely helped by the progress of electronics in recent decades, researchers have progressively made the dream of creating robots able to move and operate by exploiting arti?cial vision a concrete reality. Technically speaking, we would say that these robots position themselves and their end-e?ectors by using the view provided by some arti?cial eyes as feedback information. Indeed, the arti?cial eyes are visual sensors such as cameras that have the function to acquire an image of the environment. Such an image describes if and how the robot is moving toward the goal and hence constitutes feedback information. This procedure is known in robotics with the term visual servoing, and it is nothing else than an imitation of the intrinsic mechanism that allows human beings to realize daily tasks such as reaching the door of the house or grasping a cup of co?ee.

Author : Gonzalo Pajares Martinsanz
Publisher : MDPI
ISBN 13 : 3038429139
Total Pages : 403 pages
Book Rating : 4.35/5 ( download)

DOWNLOAD NOW!

Download or read book State-of-the-Art Sensors Technology in Spain 2017 Volume 1 written by Gonzalo Pajares Martinsanz and published by MDPI. This book was released on 2018-05-22 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a printed edition of the Special Issue "State-of-the-Art Sensors Technology in Spain 2017" that was published in Sensors

Author : Rama Chellappa
Publisher : Morgan & Claypool Publishers
ISBN 13 : 159829007X
Total Pages : 179 pages
Book Rating : 4.73/5 ( download)

DOWNLOAD NOW!

Download or read book Recognition of Humans and Their Activities Using Video written by Rama Chellappa and published by Morgan & Claypool Publishers. This book was released on 2006-01-01 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: The recognition of humans and their activities from video sequences is currently a very active area of research because of its applications in video surveillance, design of realistic entertainment systems, multimedia communications, and medical diagnosis. In this lecture, we discuss the use of face and gait signatures for human identification and recognition of human activities from video sequences. We survey existing work and describe some of the more well-known methods in these areas. We also describe our own research and outline future possibilities. In the area of face recognition, we start with the traditional methods for image-based analysis and then describe some of the more recent developments related to the use of video sequences, 3D models, and techniques for representing variations of illumination. We note that the main challenge facing researchers in this area is the development of recognition strategies that are robust to changes due to pose, illumination, disguise, and aging. Gait recognition is a more recent area of research in video understanding, although it has been studied for a long time in psychophysics and kinesiology. The goal for video scientists working in this area is to automatically extract the parameters for representation of human gait. We describe some of the techniques that have been developed for this purpose, most of which are appearance based. We also highlight the challenges involved in dealing with changes in viewpoint and propose methods based on image synthesis, visual hull, and 3D models. In the domain of human activity recognition, we present an extensive survey of various methods that have been developed in different disciplines like artificial intelligence, image processing, pattern recognition, and computer vision. We then outline our method for modeling complex activities using 2D and 3D deformable shape theory. The wide application of automatic human identification and activity recognition methods will require the fusion of different modalities like face and gait, dealing with the problems of pose and illumination variations, and accurate computation of 3D models. The last chapter of this lecture deals with these areas of future research.

Author : Stan Z. Li
Publisher : Springer Science & Business Media
ISBN 13 : 0387272577
Total Pages : 394 pages
Book Rating : 4.73/5 ( download)

DOWNLOAD NOW!

Download or read book Handbook of Face Recognition written by Stan Z. Li and published by Springer Science & Business Media. This book was released on 2005-12-06 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although the history of computer-aided face recognition stretches back to the 1960s, automatic face recognition remains an unsolved problem and still offers a great challenge to computer-vision and pattern recognition researchers. This handbook is a comprehensive account of face recognition research and technology, written by a group of leading international researchers. Twelve chapters cover all the sub-areas and major components for designing operational face recognition systems. Background, modern techniques, recent results, and challenges and future directions are considered. The book is aimed at practitioners and professionals planning to work in face recognition or wanting to become familiar with the state-of- the-art technology. A comprehensive handbook, by leading research authorities, on the concepts, methods, and algorithms for automated face detection and recognition. Essential reference resource for researchers and professionals in biometric security, computer vision, and video image analysis.