Publications related to Multi-Object Tracking using the Particle Filter Algorithm on the Top-View Plan

Subclass error correcting output codes using fisher's linear discriminant ratio

Error-Correcting Output Codes (ECOC) with subclasses reveal a common way to solve multi-class classification problems. According to this approach, a multiclass problem is decomposed into several binary ones based on the maximization of the mutual informati ...

2010

Graph-based classification of multiple observation sets

Pascal Frossard, Effrosyni Kokiopoulou

We consider the problem of classification of multiple observations of the same object, possibly under different transformations. We view this problem as a special case of semi-supervised learning where all unlabelled examples belong to the same unknown cla ...

Elsevier2010

Additive Combinatorics and Discrete Logarithm Based Range Protocols

Rafik Chaabouni, Helger Lipmaa

We show how to express an arbitrary integer interval

I = [0, H]

as a sumset

I = \sum_{i=1}^\ell G_i * [0, u - 1] + [0, H']

of smaller integer intervals for some small values

\ell

,

u

, and

H' < u - 1

, where

b * A = \{b a : a \in A\}

and $A + B = ...

Springer2010

State estimation for large-scale partitioned systems: a moving horizon approach

Giancarlo Ferrari Trecate, Marcello Farina

This paper presents three novel Moving Horizon Estimation (MHE) methods for discrete-time partitioned linear systems, i.e. systems decomposed into coupled subsystems with non-overlapping states. The MHE approach is used due to its capability of exploiting ...

2010

Stochastic Simulations in Systems Biology

Marc Hafner, Heinz Köppl

With the advances in measurement technology for molecular biology, predictive mathematical models of cellular processes come in reach. A large fraction of such models addresses the kinetics of interaction between biomolecules such as proteins, transcriptio ...

IGI Global2010

Comparison of time and frequency domain interpolation implementations for MB-OFDM UWB transmitters

This paper investigates the effect of time-domain (TD) and frequency-domain (FD) interpolation on the performance of a Multi-Band (MB) Orthogonal Frequency Division Multiplexing (OFDM) Ultra-Wideband (UWB) system. We introduce a FD interpolator implemented ...

2010

Robust Duplicate Detection of 2D and 3D Objects

Touradj Ebrahimi, Jong Seok Lee, Lutz Goldmann, Ivan Ivanov, Péter Vajda

In this paper, we analyze our graph-based approach for 2D and 3D object duplicate detection in still images. A graph model is used to represent the 3D spatial information of the object based on the features extracted from training images so that an explici ...

2010

Programmable Triangular Neighborhood Function for Kohonen Self-Organizing Map Implemented on Chip

Rafal Tomasz Dlugosz

A new hardware implementation of the triangular neighborhood function (TF) for ultra-low power, self-organizing maps (SOM) is presented. Simulations carried out in the software model of this network show that even for low signal resolutions (3-6 bits) perf ...

Technical University of Lodz2010

Moving horizon state estimation of large-scale constrained partitioned systems

Giancarlo Ferrari Trecate, Marcello Farina

This paper presents three novel Moving Horizon Estimation (MHE) methods for discrete-time partitioned linear systems, i.e. systems decomposed into coupled subsystems with non-overlapping states. The MHE approach is used due to its capability of exploiting ...

2009

Fast and automated wavelet-regularized image restoration in fluorescence microscopy

Cédric René Jean Vonesch

The subject of this thesis is image restoration, that is, deconvolution and denoising. Our work is motivated by applications in the rapidly expanding field of biological imaging and in particular fluorescence microscopy. Inverse problems in this area typic ...

EPFL2009

Multi-Object Tracking using the Particle Filter Algorithm on the Top-View Plan

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Subclass error correcting output codes using fisher's linear discriminant ratio

Graph-based classification of multiple observation sets

Additive Combinatorics and Discrete Logarithm Based Range Protocols

State estimation for large-scale partitioned systems: a moving horizon approach

Stochastic Simulations in Systems Biology

Comparison of time and frequency domain interpolation implementations for MB-OFDM UWB transmitters

Robust Duplicate Detection of 2D and 3D Objects

Programmable Triangular Neighborhood Function for Kohonen Self-Organizing Map Implemented on Chip

Moving horizon state estimation of large-scale constrained partitioned systems

Fast and automated wavelet-regularized image restoration in fluorescence microscopy

Subclass error correcting output codes using fisher's linear discriminant ratio

Graph-based classification of multiple observation sets

Additive Combinatorics and Discrete Logarithm Based Range Protocols

Stochastic Simulations in Systems Biology

State estimation for large-scale partitioned systems: a moving horizon approach

Robust Duplicate Detection of 2D and 3D Objects

Moving horizon state estimation of large-scale constrained partitioned systems

Comparison of time and frequency domain interpolation implementations for MB-OFDM UWB transmitters

Fast and automated wavelet-regularized image restoration in fluorescence microscopy

Programmable Triangular Neighborhood Function for Kohonen Self-Organizing Map Implemented on Chip