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Deformable Surface 3D Reconstruction from Monocular Images

paperbackEngels9783031006821 15-12-2010

Being able to recover the shape of 3D deformable surfaces from a single video stream would make it possible to field reconstruction systems that run on widely available hardware without requiring specialized devices. Meer

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Camera Networks

paperbackEngels9783031006838 27-1-2012

As networks of video cameras are installed in many applications like security and surveillance, environmental monitoring, disaster response, and assisted living facilities, among others, image understanding in camera networks is becoming an important area of research and technology development. Meer

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Walter J. Scheirer

Extreme Value Theory-Based Methods for Visual Recognition

paperbackEngels9783031006890 15-2-2017

A common feature of many approaches to modeling sensory statistics is an emphasis on capturing the "average." From early representations in the brain, to highly abstracted class categories in machine learning for classification tasks, central-tendency models based on the Gaussian distribution are a seemingly natural and obvious choice for modeling sensory data. Meer

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The Maximum Consensus Problem

paperbackEngels9783031006906 27-2-2017

Outlier-contaminated data is a fact of life in computer vision. For computer vision applications to perform reliably and accurately in practical settings, the processing of the input data must be conducted in a robust manner. Meer

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Ian H. Jermyn

Elastic Shape Analysis of Three-Dimensional Objects

paperbackEngels9783031006913 15-9-2017

Statistical analysis of shapes of 3D objects is an important problem with a wide range of applications. This analysis is difficult for many reasons, including the fact that objects differ in both geometry and topology. Meer

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Covariances in Computer Vision and Machine Learning

paperbackEngels9783031006920 7-11-2017

Covariance matrices play important roles in many areas of mathematics, statistics, and machine learning, as well as their applications. In computer vision and image processing, they give rise to a powerful data representation, namely the covariance descriptor, with numerous practical applications. Meer

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Salman Khan

A Guide to Convolutional Neural Networks for Computer Vision

paperbackEngels9783031006937 13-2-2018

Computer vision has become increasingly important and effective in recent years due to its wide-ranging applications in areas as diverse as smart surveillance and monitoring, health and medicine, sports and recreation, robotics, drones, and self-driving cars. Meer

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Michael Felsberg

Probabilistic and Biologically Inspired Feature Representations

paperbackEngels9783031006944 29-5-2018

Under the title "Probabilistic and Biologically Inspired Feature Representations," this text collects a substantial amount of work on the topic of channel representations. Meer

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Kristin J. Dana

Computational Texture and Patterns

paperbackEngels9783031006951 13-9-2018

Visual pattern analysis is a fundamental tool in mining data for knowledge. Computational representations for patterns and texture allow us to summarize, store, compare, and label in order to learn about the physical world. Meer

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Multi-Modal Face Presentation Attack Detection

paperbackEngels9783031006968 28-7-2020

For the last ten years, face biometric research has been intensively studied by the computer vision community. Face recognition systems have been used in mobile, banking, and surveillance systems. Meer

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Person Re-Identification with Limited Supervision

paperbackEngels9783031006975 30-9-2021

Person re-identification is the problem of associating observations of targets in different non-overlapping cameras. Most of the existing learning-based methods have resulted in improved performance on standard re-identification benchmarks, but at the cost of time-consuming and tediously labeled data. Meer

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Computer Vision in the Infrared Spectrum

paperbackEngels9783031006982 27-10-2021

Human visual perception is limited to the visual-optical spectrum. Machine vision is not. Cameras sensitive to the different infrared spectra can enhance the abilities of autonomous systems and visually perceive the environment in a holistic way. Meer

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The Reaction Wheel Pendulum

paperbackEngels9783031006999 31-12-2007

This monograph describes the Reaction Wheel Pendulum, the newest inverted-pendulum-like device for control education and research. We discuss the history and background of the reaction wheel pendulum and other similar experimental devices. Meer

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Mathukumalli Vidyasagar

Control Systems Synthesis

paperbackEngels9783031007002 20-6-2011

This book introduces the so-called ""stable factorization approach"" to the synthesis of feedback controllers for linear control systems. The key to this approach is to view the multi-input, multi-output (MIMO) plant for which one wishes to design a controller as a matrix over the fraction field F associated with a commutative ring with identity, denoted by R, which also has no divisors of zero. Meer

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Mathukumalli Vidyasagar

Control Systems Synthesis

paperbackEngels9783031007019 20-6-2011

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Carolotta Berry

Mobile Robotics for Multidisciplinary Study

paperbackEngels9783031007026 2-4-2012

This lecture provides an introduction to the field of mobile robotics and the intersection between multiple robotics-related disciplines including electrical, mechanical, computer, software engineering and computer science. Meer

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Feedback Control Systems

paperbackEngels9783031007033 16-4-2019

Feedback control systems is an important course in aerospace engineering, chemical engineering, electrical engineering, mechanical engineering, and mechatronics engineering, to name just a few. Meer

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Farzin Asadi

State-Space Control Systems

paperbackEngels9783031007040 5-10-2020

These days, nearly all the engineering problem are solved with the aid of suitable computer packages. This book shows how MATLAB/Simulink could be used to solve state-space control problems. Meer

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Privacy-Preserving Data Publishing

paperbackEngels9783031007064 22-2-2010

Privacy preservation has become a major issue in many data analysis applications. When a data set is released to other parties for data analysis, privacy-preserving techniques are often required to reduce the possibility of identifying sensitive information about individuals. Meer

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An Introduction to Duplicate Detection

paperbackEngels9783031007071 12-3-2010

With the ever increasing volume of data, data quality problems abound. Multiple, yet different representations of the same real-world objects in data, duplicates, are one of the most intriguing data quality problems. Meer

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