Search Results - "Noyer, J. C."
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1
Formulating Robust Linear Regression Estimation as a One-Class LDA Criterion: Discriminative Hat Matrix
Published in IEEE transaction on neural networks and learning systems (01-02-2013)“…Linear discriminant analysis, such as Fisher's criterion, is a statistical learning tool traditionally devoted to separating a training dataset into two or…”
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2
Non-linear matched filtering for object detection and tracking
Published in Pattern recognition letters (19-04-2004)“…In this paper, we present a method for detecting and tracking rigid moving objects in a monocular image sequence. The originality of this method lies in a…”
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Journal Article -
3
3D particle tracking using an active vision
Published in Pattern recognition letters (01-06-2003)“…This paper concerns the 3D motion estimation and tracking of an object in a scene using an active vision system. We develop a state model which describes in an…”
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Non-linear filtering for land vehicle navigation with GPS outage
Published in 2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat. No.04CH37583) (2004)“…The aim of this paper is to detail a fusion method for land vehicle navigation using (partial) GPS measurement and odometric information. We focus here on a…”
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Conference Proceeding -
5
Hybrid particle filtering for real time object tracking
Published in Conference Record of the Thirty-Ninth Asilomar Conference onSignals, Systems and Computers, 2005 (2005)“…This paper presents a method for real time object tracking. The method tracks 3D objects in image sequences and jointly estimates their 3D pose and motion…”
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Conference Proceeding -
6
Accurate vehicle positioning in urban areas
Published in 31st Annual Conference of IEEE Industrial Electronics Society, 2005. IECON 2005 (2005)“…We present in this paper a method for land-vehicle navigation systems which fuses GPS and dead reckoning data especially in urban areas where GPS outages can…”
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Conference Proceeding -
7
A generic particle filtering approach for multiple polyhedral object tracking in a distributed active sensor network
Published in 2014 48th Asilomar Conference on Signals, Systems and Computers (01-11-2014)“…This paper presents a method for multi-target tracking in a multisensor system composed of several distributed active sensors (rangefinders). The final goal is…”
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Conference Proceeding -
8
Automatic feature extraction in laser rangefinder data using geometric invariance
Published in 2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers (01-11-2010)“…This paper presents a feature extraction method in scanning laser rangefinder data. Whereas many popular methods use Cartesian coordinates to detect features,…”
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Conference Proceeding -
9
Object detection and tracking using the particle filtering
Published in The Thrity-Seventh Asilomar Conference on Signals, Systems & Computers, 2003 (2003)“…In this paper, we present a method for detecting and tracking rigid moving objects in a monocular image sequence. The originality of this method lies in a…”
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Conference Proceeding -
10
One class proximal support vector machines
Published in Pattern recognition (01-04-2016)“…Recently in Dufrenois [1], a new Fisher type contrast measure has been proposed to extract a target population in a dataset contaminated by outliers. Although…”
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Journal Article -
11
Hybrid filtering for map-aided vehicle navigation
Published in 2006 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications (01-07-2006)“…In order to provide an accurate positioning, the land-vehicle navigation applications are based on GPS. The addition of a digital road map allows to locate the…”
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Conference Proceeding -
12
Visual Target Tracking using Improved and Computationally Efficient Particle Filtering
Published in 2006 International Conference on Image Processing (01-10-2006)“…In this paper, we present a new particle filtering (PF) algorithm for visual target tracking where Galerkin's projection method is used to generate the…”
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Conference Proceeding -
13
3D structure and motion recovery in a multisensor framework
Published in Information fusion (01-12-2001)“…The aim of this article is to develop a multisensor estimation method to identify the 3D structure and motion of an object. The method lies in the feature…”
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14
Fusion of GPS and odometer measurements for map-based vehicle navigation
Published in 2004 IEEE International Conference on Industrial Technology, 2004. IEEE ICIT '04 (2004)“…We present in this paper a method for land-vehicle navigation which fuses GPS and odometer (differential odometry) measurements. The positioning is also…”
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Conference Proceeding -
15
An hardware architecture for 3D object tracking and motion estimation
Published in 2005 IEEE International Conference on Multimedia and Expo (2005)“…We present a method to track and estimate the motion of a 3D object with a monocular image sequence. The problem is based on the state equations and is solved…”
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Conference Proceeding -
16
A probabilistic underwater hyperbolic location system in low depth environment
Published in OCEANS 2016 - Shanghai (01-04-2016)“…Classical GPS/Acoustic positioning techniques using ranging position location in low depth environment suffer from the bad system geometry. The aim of this…”
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Conference Proceeding -
17
3D structure and motion estimation using range and intensity images
Published in Conference Record of the Thirty-Third Asilomar Conference on Signals, Systems, and Computers (Cat. No.CH37020) (1999)“…We present a 3D dynamic reconstruction method based on the point representation of a segment using sequences of images. Our vision system delivers at every…”
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Conference Proceeding -
18
Acoustic echo path delay estimation by means of a BOC-BPSK correlation method
Published in 2015 IEEE SENSORS (01-11-2015)“…In the context of the design of a simple lightweight underwater positioning system aboard a boat, we aim to develop an innovative approach for path difference…”
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Conference Proceeding -
19
Non-linear estimation of image motion and tracking
Published in 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698) (2003)“…This paper details a model-based method to track object in an image sequence and jointly estimates its motion. It uses the grey-level images and no…”
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Conference Proceeding -
20
Automatic Detection of Topological Changes for Digital Road Map Updating
Published in IEEE transactions on instrumentation and measurement (01-11-2012)“…This paper highlights a method to detect topological changes of digital road maps automatically. Here, the road network updating can be done in real time. It…”
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Journal Article