Prohlížení Publikační činnost - 13133 dle názvu
Zobrazují se záznamy 28-47 z 110
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Face Verification Using Error Correcting Output Codes
(IEEE, 2001)The error correcting output coding (ECOC) approach to classifier design decomposes a multi-class problem into a set of complementary two-class problems. We show how to apply the ECOC concept to automatic face verification, ... -
Face-TLD: Tracking-Learning-Detection applied to faces
(IEEE, 2010-09)A novel system for long-term tracking of a human face in unconstrained videos is built on Tracking-Learning-Detection (TLD) approach. The system extends TLD with the concept of a generic detector and a validator which is ... -
Fast Detection of Multiple Textureless 3-D Objects
(Springer, 2013)We propose a fast edge-based approach for detection and approximate pose estimation of multiple textureless objects in a single image. The objects are trained from a set of edge maps, each showing one object in one pose. ... -
Fast no ground truth image registration accuracy evaluation: Comparison of bootstrap and Hessian approaches
(IEEE, 2008-05)Image registration algorithms provide a displacement field between two images. We consider the problem of estimating accuracy of the calculated displacement field from the input images only and without assuming any specific ... -
Fast Parametric Elastic Image Registration
(IEEE, 2003-11)We present an algorithm for fast elastic multidimensional intensity-based image registration with a parametric model of the deformation. It is fully automatic in its default mode of operation. In the case of hard real-world ... -
Fixed Points of Loopy Belief Propagation as Zero Gradients of a Function of Reparameterizations
(Center for Machine Perception, Department of Cybernetics, Faculty of Electrical Engineering, Czech Technical University, 2010-02)The existing view on loopy belief propagation sees it as an algorithm to nd a common zero of a system of non-linear functions, not explicitly related to each other. We show that these functions are in fact related { they ... -
Forward-Backward Error: Automatic Detection of Tracking Failures
(IEEE, 2010-08)This paper proposes a novel method for tracking failure detection. The detection is based on the Forward-Backward error, i.e. the tracking is performed forward and backward in time and the discrepancies between these two ... -
Generalized Sampling: A Variational Approach. Part I: Theory
(IEEE, 2002-08)We consider the problem of reconstructing a multidimensional vector function fin: Rm→Rn from a finite set of linear measures. These can be irregularly sampled responses of several linear filters. Traditional approaches ... -
Generalized Sampling: A Variational Approach. Part II: Applications
(IEEE, 2002-08)The variational reconstruction theory from a companion paper finds a solution consistent with some linear constraints and minimizing a quadratic plausibility criterion. It is suitable for treating vector and multidimensional ... -
Geometric Hashing with Local Af ne Frames
(IEEE, 2006-06)We propose a novel representation of local image structure and a matching scheme that are insensitive to a wide range of appearance changes. The representation is a collection of local affine frames that are constructed ... -
Geometric min-Hashing: Finding a (Thick) Needle in a Haystack
(IEEE, 2009-06)We propose a novel hashing scheme for image retrieval, clustering and automatic object discovery. Unlike commonly used bag-of-words approaches, the spatial extent of image features is exploited in our method. The geometric ... -
Global Line Search Algorithm Hybridized with Quadratic Interpolation and Its Extension to Separable Functions
(ACM, 2015)We propose a novel hybrid algorithm“Brent-STEP” for uni- variate global function minimization, based on the global line search method STEP and accelerated by Brent’s method, a local optimizer that combines quadratic ... -
Gradient based progressive probabilistic Hough transform
(IEEE/IET, 2001-06)The authors look at the benefits of exploiting gradient information to enhance the progressive probabilistic Hough transform (PPHT). It is shown that using the angle information in controlling the voting process and in ... -
Guest Editors’ Introduction to the Special Section on CVPR Papers
(IEEE, 2008-10) -
High-Dimensional Mutual Information Estimation For Image Registration
(IEEE, 2004-10)We present a new algorithm for mutual information estimation for image registration based on the nearest neighbor entropy estimator of Kozachenko and Leonenko. We modify the algorithm to be numerically robust and computationally ... -
Hypothesis selection for scene interpretation using grammatical models of scene evolution
(IEEE, 1998-08)A major bottleneck in dynamic scene interpretation is the search that is required through a database to find a model that best matches the observed data. We show that the problem can be alleviated if the object model ... -
Image Matching and Retrieval by Repetitive Patterns
(IEEE, 2010-08)Detection of repetitive patterns in images has been studied for a long time in computer vision. This paper discusses a method for representing a lattice or line pattern by shift-invariant descriptor of the repeating element. ... -
Improving Descriptors for Fast Tree Matching by Optimal Linear Projection
(IEEE, 2007-10)In this paper we propose to transform an image descriptor so that nearest neighbor (NN) search for correspondences becomes the optimal matching strategy under the assumption that inter-image deviations of corresponding ... -
Inter-stage Feature Propagation in Cascade Building with AdaBoost
(IEEE, 2004-08)A modification of the cascaded detector with the Ada-Boost trained stage classifiers is proposed and brought to bear on the face detection problem. The cascaded detector is a sequential classifier with the ability of early ... -
ITAREPS: Information Technology Aided Relapse Prevention Programme in Schizophrenia
(2008)ITAREPS presents a mobile phone-based telemedicine solution for weekly remote patient monitoring and disease management in schizophrenia and psychotic disorders in general. The programme provides health professionals with ...