| Description |
1 online resource (xvi, 448 pages) : illustrations |
| Series |
Lecture Notes in Computer Science, 0302-9743 ; 8142 |
|
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics |
|
Lecture notes in computer science ; 8142.
|
|
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
|
| Contents |
Stereo and structure from motion ; Reconstructing reflective and transparent surfaces from epipolar plane images / Sven Wanner and Bastian Goldluecke -- Structure from motion using rigidly coupled cameras without overlapping views / Sandro Esquivel and Reinhard Koch -- Highly accurate depth estimation for objects at large distances / Peter Pinggera, Uwe Franke, and Rudolf Mester -- A low-rank constraint for parallel stereo cameras / Christian Cordes, Hanno Ackermann, and Bodo Rosenhahn -- Poster session ; Multi-resolution range data fusion for multi-view stereo reconstruction / Andreas Kuhn, Heiko Hirschmüller, and Helmut Mayer -- 3D object class geometry modeling with spatial latent Dirichlet Markov random fields / Hanchen Xiong, Sandor Szedmak, and Justus Piater -- Discriminative joint non-negative matrix factorization for human action classification / Abdalrahman Eweiwi, Muhammad Shahzad Cheema, and Christian Bauckhage -- Joint shape classification and labeling of 3-D objects using the energy minimization framework / Alexander Zouhar, Dmitrij Schlesinger, and Siegfried Fuchs -- A coded 3d calibration method for line-scan cameras / Erik Lilienblum, Ayoub Al-Hamadi, and Bernd Michaelis -- Confidence-based surface prior for energy-minimization stereo matching / Ke Zhu, Daniel Neilson, and Pablo d'Angelo -- A Monte Carlo strategy to integrate detection and model-based face analysis / Sandro Schönborn, Andreas Forster, Bernhard Egger, and Thomas Vetter -- Scale-aware object tracking with convex shape constraints on RGB-D images / Maria Klodt, Jürgen Sturm, and Daniel Cremers -- Learning how to combine internal and external denoising methods / Harold Christopher Burger, Christian Schuler, and Stefan Harmeling -- A comparison of directional distances for hand pose estimation / Dimitrios Tzionas and Juergen Gall -- Approximate sorting / Ludwig Busse, Morteza Haghir Chehreghani, and Joachim M. Buhmann -- Sequential Gaussian mixture models for two-level conditional random fields / Sergey Kosov, Franz Rottensteiner, and Christian Heipke -- Synthesizing real world stereo challenges / Ralf Haeusler and Daniel Kondermann -- Pedestrian path prediction with recursive Bayesian filters : a comparative study / Nicolas Schneider and Dariu M. Gavrila -- An improved model for estimating the meteorological visibility from a road surface luminance curve / Stephan Lenor, Bernd Jähne, Stefan Weber, and Ulrich Stopper -- Performance evaluation of narrow band methods for variational stereo reconstruction / Franz Stangl, Mohamed Souiai, and Daniel Cremers -- Discriminative detection and alignment in volumetric data / Dominic Mai, Philipp Fischer, Thomas Blein, Jasmin Dürr, Klaus Palme, Thomas Brox, and Olaf Ronneberger -- Distances based on non-rigid alignment for comparison of different object instances / Benjamin Drayer and Thomas Brox -- |
|
Young researchers' forum ; Stixel-based target existence estimation under adverse conditions / Timo Scharwächter -- Three-dimensional data compression with anisotropic diffusion / Pascal Peter -- Automatic level set based cerebral vessel segmentation and bone removal in CT angiography data sets / Stephanie Behrens -- Action recognition with HOG-OF features / Florian Baumann -- Image based 6-DOF camera pose estimation with weighted RANSAC 3D / Johannes Wetzel -- Symmetry-based detection and diagnosis of DCIS in breast MRI / Abhilash Srikantha -- Statistical methods and learning ; Ordinal random forests for object detection / Samuel Schulter, Peter M. Roth, and Horst Bischof -- Revisiting loss-specific training of filter-based MRFs for image restoration / Yunjin Chen, Thomas Pock, René Ranftl, and Horst Bischof -- Labeling examples that matter : relevance-based active learning with Gaussian processes / Alexander Freytag, Erik Rodner, Paul Bodesheim, and Joachim Denzler -- Efficient retrieval for large scale metric learning / Martin Köstinger, Peter M. Roth, and Horst Bischof -- Applications ; A hierarchical voxel hash for fast 3D nearest neighbor lookup / Bertram Drost and Slobodan Ilic -- Bone age assessment using the classifying generalized Hough transform / Ferdinand Hahmann, Inga Berger, Heike Ruppertshofen, Thomas Deserno, and Hauke Schramm -- Framework for generation of synthetic ground truth data for driver assistance applications / Vladimir Haltakov, Christian Unger, and Slobodan Ilic -- Refractive plane sweep for underwater images / Anne Jordt-Sedlazeck, Daniel Jung, and Reinhard Koch -- Optical flow ; An evaluation of data costs for optical flow / Christoph Vogel, Stefan Roth, and Konrad Schindler -- Illumination robust optical flow model based on histogram of oriented gradients / Hatem A. Rashwan, Mahmoud A. Mohamed, Miguel Angel García, Bärbel Mertsching, and Domenec Puig -- Pattern recognition ; Spatial pattern templates for recognition of objects with regular structure / Radim Tyleček and Radim Šára -- K-smallest spanning tree segmentations / Christoph Straehle, Sven Peter, Ullrich Köthe, and Fred A. Hamprecht -- Discriminable points that stick out of their environment / Dominik Alexander Klein and Armin Bernd Cremers -- Representation learning for cloud classification / David Bernecker, Christian Riess, Vincent Christlein, Elli Angelopoulou, and Joachim Hornegger -- |
|
Shape recognition and scene understanding ; CopyMe3D : scanning and printing persons in 3D / Jürgen Sturm, Erik Bylow, Fredrik Kahl, and Daniel Cremers -- Monocular pose capture with a depth camera using a sums-of-Gaussians body model / Daniyar Kurmankhojayev, Nils Hasler, and Christian Theobalt -- Robust realtime motion-split-and-merge for motion segmentation / Ralf Dragon, Jörn Ostermann, and Luc Van Gool -- Efficient multi-cue scene segmentation / Timo Scharwächter, Markus Enzweiler, Uwe Franke, and Stefan Roth |
| Summary |
This book constitutes the refereed proceedings of the 35th German Conference on Pattern Recognition, GCPR 2013, held in Saarbrucken, Germany, in September 2013. The 22 revised full papers and 18 revised poster papers were carefully reviewed and selected from 79 submissions. The papers covers topics such as image processing and computer vision, machine learning and pattern recognition, mathematical foundations, statistical data analysis and models, computational photography and confluence of vision and graphics, and applications in natural sciences, engineering, biomedical data analysis, imaging, and industry |
| Notes |
International conference proceedings |
| Bibliography |
Includes bibliographical references at chapter ends, and author index |
| Notes |
English |
|
Online resource; title from PDF title page (SpringerLink, viewed September 9, 2013) |
| Subject |
Pattern recognition systems -- Congresses
|
|
Computer vision -- Congresses
|
|
Computer vision
|
|
Pattern recognition systems
|
| Genre/Form |
Conference papers and proceedings
|
| Form |
Electronic book
|
| Author |
Weickert, Joachim, 1965- editor.
|
|
Hein, Matthias, 1961- editor.
|
|
Schiele, Bernt, 1968- editor.
|
| ISBN |
9783642406027 |
|
3642406025 |
|
3642406017 |
|
9783642406010 |
|
