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E-grāmata: Pattern Recognition: 26th DAGM Symposium, August 30 - September 1, 2004, Proceedings

  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Computer Science 3175
  • Izdošanas datums: 10-Aug-2004
  • Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Valoda: eng
  • ISBN-13: 9783540286493
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  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Computer Science 3175
  • Izdošanas datums: 10-Aug-2004
  • Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Valoda: eng
  • ISBN-13: 9783540286493
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We are delighted to present the proceedings of DAGM 2004, and wish to - press our gratitude to the many people whose e orts made the success of the conference possible. We received 146 contributions of which we were able to - cept 22 as oral presentations and 48 as posters. Each paper received 3 reviews, upon which decisions were based. We are grateful for the dedicated work of the 38 members of the program committee and the numerous referees. The careful review process led to the exciting program which we are able to present in this volume. Among the highlights of the meeting were the talks of our four invited spe- ers, renowned experts in areas spanning learning in theory, in vision and in robotics: - William T. Freeman, Arti cial Intelligence Laboratory, MIT: Sharing F- tures for Multi-class Object Detection - PietroPerona,Caltech:TowardsUnsupervisedLearningofObjectCategories - StefanSchaal,DepartmentofComputerScience,UniversityofSouthernC- ifornia: Real-Time Statistical Learning for Humanoid Robotics - Vladimir Vapnik, NEC Research Institute: Empirical Inference WearegratefulforeconomicsupportfromHondaResearchInstituteEurope, ABW GmbH, Transtec AG, DaimlerChrysler, and Stemmer Imaging GmbH, which enabled us to ? nance best paper prizes and a limited number of travel grants. Many thanks to our local support Sabrina Nielebock and Dagmar Maier, who dealt with the unimaginably diverse range of practical tasks involved in planning a DAGM symposium. Thanks to Richard van de Stadt for providing excellent software and support for handling the reviewing process. A special thanks goes to Jeremy Hill, who wrote and maintained the conference website.

Papildus informācija

Springer Book Archives
Learning
Predictive Discretization During Model Selection
1(8)
Harald Steck
Tommi S. Jaakkola
Adaptive Feature Selection in Image Segmentation
9(9)
Volker Roth
Tilman Lange
Semi-supervised Kernel Regression Using Whitened Function Classes
18(9)
Matthias O. Franz
Younghee Kwon
Carl Edward Rasmussen
Bernhard Scholkopf
Bayesian Approaches
Fast Monocular Bayesian Detection of Independently Moving Objects by a Moving Observer
27(9)
Felix Woelk
Reinhard Koch
Kernel Density Estimation and Intrinsic Alignment for Knowledge-Driven Segmentation: Teaching Level Sets to Walk
36(9)
Daniel Cremers
Stanley J. Osher
Stefano Soatto
Vision and Faces
3D Head Pose Estimation with Symmetry Based Illumination Model in Low Resolution Video
45(9)
Martin Gruendig
Olaf Hellwich
Efficient Approximations for Support Vector Machines in Object Detection
54(8)
Wolf Kienzle
Gokhan Bakir
Matthias Franz
Bernhard Scholkopf
Efficient Face Detection by a Cascaded Support Vector Machine Using Haar-Like Features
62(9)
Matthias Ratsch
Sami Romdhani
Thomas Vetter
Vision / Motion
Differential Analysis of Two Model-Based Vehicle Tracking Approaches
71(8)
Hendrik Dahlkamp
Arthur E.C. Pece
Artur Ottlik
Hans-Hellmut Nagel
Efficient Computation of Optical Flow Using the Census Transform
79(8)
Fridtjof Stein
Hybrid Model-Based Estimation of Multiple Non-dominant Motions
87(8)
Arne Jacobs
Thorsten Hermes
Otthein Herzog
Biologically Motivated Approaches
A Model of Motion, Stereo, and Monocular Depth Perception
95(8)
Pierre Bayerl
Heiko Neumann
POI Detection Using Channel Clustering and the 2D Energy Tensor
103(8)
Michael Felsberg
Gosta Granlund
Segmentation
3D Segmentation and Quantification of Human Vessels Based on a New 3D Parametric Intensity Model
111(9)
Stefan Worz
Karl Rohr
Hierarchical Image Segmentation Based on Semidefinite Programming
120(9)
Jens Keuchel
Matthias Heiler
Christoph Schnorr
Fast Random Sample Matching of 3d Fragments
129(8)
Simon Winkelbach
Markus Rilk
Christoph Schonfelder
Friedrich M. Wahl
Object Recognition
Invariants for Discrete Structures -- An Extension of Haar Integrals over Transformation Groups to Dirac Delta Functions
137(8)
Hans Burkhardt
Marco Reisert
Hongdong Li
Scale-Invariant Object Categorization Using a Scale-Adaptive Mean-Shift Search
145(9)
Bastian Leibe
Bernt Schiele
Pixel-to-Pixel Matching for Image Recognition Using Hungarian Graph Matching
154(9)
Daniel Keysers
Thomas Deselaers
Hermann Ney
Object Recognition / Synthesis
Estimation of Multiple Orientations at Corners and Junctions
163(8)
Cicero Mota
Ingo Stuke
Til Aach
Erhardt Barth
Phase Based Image Reconstruction in the Monogenic Scale Space
171(8)
Di Zang
Gerald Sommer
Synthesizing Movements for Computer Game Characters
179(8)
Christian Thurau
Christian Bauckhage
Gerhard Sagerer
Poster Session
MinOver Revisited for Incremental Support-Vector-Classification
187(8)
Thomas Martinetz
A Semantic Typicality Measure for Natural Scene Categorization
195(9)
Julia Vogel
Bernt Schiele
Tunable Nearest Neighbor Classifier
204(8)
Yonglei Zhou
Changshui Zhang
Jingchun Wang
SVM-Based Feature Selection by Direct Objective Minimisation
212(8)
Julia Neumann
Christoph Schnorr
Gabriele Steidl
Learning with Distance Substitution Kernels
220(8)
Bernard Haasdonk
Claus Bahlmann
Features for Image Retrieval: A Quantitative Comparison
228(9)
Thomas Deselaers
Daniel Keysers
Hermann Ney
Learning from Labeled and Unlabeled Data Using Random Walks
237(8)
Dengyong Zhou
Bernhard Scholkopf
Learning Depth from Stereo
245(8)
Fabian H. Sinz
Joaquin Quinonero Candela
Gokhan H. Bakir
Carl Edward Rasmussen
Matthias O. Franz
Learning to Find Graph Pre-images
253(9)
Gokhan H. Bakir
Alexander Zien
Koji Tsuda
Multivariate Regression via Stiefel Manifold Constraints
262(8)
Gokhan H. Bakir
Arthur Gretton
Matthias Franz
Bernhard Scholkopf
Hilbertian Metrics on Probability Measures and Their Application in SVM's
270(8)
Matthias Hein
Thomas Navin Lal
Olivier Bousquet
Shape from Shading Under Coplanar Light Sources
278(8)
Christian Wohler
Pose Estimation for Multi-camera Systems
286(8)
Jan-Michael Frahm
Kevin Koser
Reinhard Koch
Silhouette Based Human Motion Estimation
294(8)
Bodo Rosenhahn
Reinhard Klette
Gerald Sommer
Cooperative Optimization for Energy Minimization in Computer Vision: A Case Study of Stereo Matching
302(8)
Xiaofei Huang
Building a Motion Resolution Pyramid by Combining Velocity Distributions
310(8)
Julian Eggert
Volker Willert
Edgar Korner
A Stratified Self-Calibration Method for a Stereo Rig in Planar Motion with Varying Intrinsic Parameters
318(8)
Yan Li
Yeung Sam Hung
Efficient Feature Tracking for Long Video Sequences
326(8)
Timo Zinßer
Christoph Graßl
Heinrich Niemann
Recognition of Deictic Gestures with Context
334(8)
Nils Hofemann
Jannik Fritsch
Gerhard Sagerer
Mosaics from Arbitrary Stereo Video Sequences
342(8)
Nicolas Gorges
Marc Hanheide
William Christmas
Christian Bauckhage
Gerhard Sagerer
Joseph Kittler
Accurate and Efficient Approximation of the Continuous Gaussian Scale-Space
350(9)
Ullrich Kothe
Multi-step Entropy Based Sensor Control for Visual Object Tracking
359(8)
Benjamin Deutsch
Matthias Zobel
Joachim Denzler
Heinrich Niemann
Spatio-temporal Segmentation Using Laserscanner and Video Sequences
367(8)
Nico Kaempchen
Markus Zocholl
Klaus C.J. Dietmayer
Fast Statistically Geometric Reasoning About Uncertain Line Segments in 2D- and 3D-Space
375(8)
Christian Beder
A Statistical Measure for Evaluating Regions-of-Interest Based Attention Algorithms
383(8)
Martin Clauss
Pierre Bayerl
Heiko Neumann
Modelling Spikes with Mixtures of Factor Analysers
391(8)
Dilan Gorur
Carl Edward Rasmussen
Andreas S. Tolias
Fabian Sinz
Nikos K. Logothetis
An Algorithm for Fast Pattern Recognition with Random Spikes
399(8)
Udo A. Ernst
David Rotermund
Klaus R. Pawelzik
The Perceptual Influence of Spatiotemporal Noise on the Reconstruction of Shape from Dynamic Occlusion
407(8)
Theresa Cooke
Douglas W. Cunningham
Heinrich H. Bulthoff
Level Set Based Image Segmentation with Multiple Regions
415(9)
Thomas Brox
Joachim Weickert
CVPIC Colour/Shape Histograms for Compressed Domain Image Retrieval
424(8)
Gerald Schaefer
The Redundancy Pyramid and Its Application to Segmentation on an Image Sequence
432(8)
Jocelyn Marchadier
Walter G. Kropatsch
Allan Hanbury
A Higher Order MRF-Model for Stereo-Reconstruction
440(7)
Dmitrij Schlesinger
Boris Flach
Alexander Shekhovtsov
Adaptive Computer Vision: Online Learning for Object Recognition
447(8)
Holger Bekel
Ingo Bax
Gunther Heidemann
Helge Ritter
Robust Pose Estimation for Arbitrary Objects in Complex Scenes
455(8)
Peter Dorfler
Clemens Schnurr
Vectorization-Free Reconstruction of 3D CAD Models from Paper Drawings
463(8)
Frank Ditrich
Herbert Suesse
Klaus Voss
Globally Consistent 3-D Reconstruction by Utilizing Loops in Camera Movement
471(9)
Ingo Scholz
Heinrich Niemann
A Probabilistic Framework for Robust and Accurate Matching of Point Clouds
480(8)
Peter Biber
Sven Fleck
Wolfgang Strasser
Large Vocabulary Audio-Visual Speech Recognition Using the Janus Speech Recognition Toolkit
488(8)
Jan Kratt
Florian Metze
Rainer Stiefelhagen
Alex Waibel
Lesion Preserving Image Registration with Applications to Human Brains
496(8)
Stefan Henn
Lars Homke
Kristian Witsch
Snake-Aided Automatic Organ Delineation
504(8)
Weibing Xu
Saad A. Amin
Olivier C.L. Haas
Keith J. Burnham
John A. Mills
Practical Gaze Point Detecting System
512(8)
Kang Ryoung Park
Juno Chang
Min Cheol Whang
Joa Sang Lim
Dae-Woong Rhee
Hung Kook Park
Yongjoo Cho
Using Pattern Recognition for Self-Localization in Semiconductor Manufacturing Systems
520(8)
Michael Lifshits
Roman Goldenberg
Ehud Rivlin
Michael Rudzsky
Feature and Viewpoint Selection for Industrial Car Assembly
528(8)
Dirk Stoßel
Marc Hanheide
Gerhard Sagerer
Lars Kruger
Marc Ellenrieder
Automating Microscope Colour Image Analysis Using the Expectation Maximisation Algorithm
536(8)
Alexander Ihlow
Udo Seiffert
Camera Orientation of Mars Express Using DTM Information
544(9)
Christian Heipke
Heinrich Ebner
Ralph Schmidt
Michael Spiegel
Rudiger Brand
Albert Baumgartner
Gerhard Neukum
Detection and Classification of Gateways for the Acquisition of Structured Robot Maps
553(9)
Derik Schroter
Thomas Weber
Michael Beetz
Bernd Radig
Real Time High Speed Measurement of Photogrammetric Targets
562(8)
Georg Wiora
Pavel Babrou
Reinhard Manner
A Simple New Method for Precise Lens Distortion Correction of Low Cost Camera Systems
570(9)
Christian Brauer-Burchardt
Author Index 579