000 06507nam a22006255i 4500
001 978-3-642-40602-7
003 DE-He213
005 20240730184253.0
007 cr nn 008mamaa
008 130907s2013 gw | s |||| 0|eng d
020 _a9783642406027
_9978-3-642-40602-7
024 7 _a10.1007/978-3-642-40602-7
_2doi
050 4 _aQ337.5
050 4 _aTK7882.P3
072 7 _aUYQP
_2bicssc
072 7 _aCOM016000
_2bisacsh
072 7 _aUYQP
_2thema
082 0 4 _a006.4
_223
245 1 0 _aPattern Recognition
_h[electronic resource] :
_b35th German Conference, GCPR 2013, Saarbrücken, Germany, September 3-6, 2013, Proceedings /
_cedited by Joachim Weickert, Matthias Hein, Bernt Schiele.
250 _a1st ed. 2013.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2013.
300 _aXVI, 448 p. 207 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v8142
505 0 _aStereo and Structure from Motion -- Reconstructing Reflective and Transparent Surfaces from Epipolar Plane Images -- Structure from Motion Using Rigidly Coupled Cameras without Overlapping Views -- Highly Accurate Depth Estimation for Objects at Large Distances -- A Low-Rank Constraint for Parallel Stereo Cameras -- Poster Session -- Multi-Resolution Range Data Fusion for Multi-View Stereo Reconstruction -- 3D Object Class Geometry Modeling with Spatial Latent Dirichlet Markov Random Fields -- Discriminative Joint Non-negative Matrix Factorization for Human Action Classification -- Joint Shape Classification and Labeling of 3-D Objects Using the Energy Minimization Framework -- A Coded 3d Calibration Method for Line-Scan Cameras -- Confidence-Based Surface Prior for Energy-Minimization Stereo Matching -- A Monte Carlo Strategy to Integrate Detection and Model-Based Face Analysis -- Scale-Aware Object Tracking with Convex Shape Constraints on RGB-D Images -- Learning How to Combine Internal and External Denoising Methods -- A Comparison of Directional Distances for Hand Pose Estimation -- Approximate Sorting -- Sequential Gaussian Mixture Models for Two-Level Conditional Random Fields -- Synthezising Real World Stereo Challenges -- Pedestrian Path Prediction with Recursive Bayesian Filters: A Comparative Study -- An Improved Model for Estimating the Meteorological Visibility from a Road Surface Luminance Curve -- Performance Evaluation of Narrow Band Methods for Variational Stereo Reconstruction -- Discriminative Detection and Alignment in Volumetric Data -- Distances Based on Non-rigid Alignment for Comparison of Different Object Instances -- Young Researchers' Forum -- Stixel-Based Target Existence Estimation under Adverse Conditions -- Three-Dimensional Data Compression with Anisotropic Diffusion -- Automatic Level Set Based Cerebral Vessel Segmentation and Bone Removal in CT Angiography Data Sets -- Action Recognition with HOG-OF Features -- Image Based 6-DOF Camera Pose Estimationwith Weighted RANSAC 3D -- Symmetry-Based Detection and Diagnosis of DCIS in Breast MRI -- Statistical Methods and Learning -- Ordinal Random Forests for Object Detection -- Revisiting Loss-Specific Training of Filter-Based MRFs for Image Restoration -- Labeling Examples That Matter: Relevance-Based Active Learning with Gaussian Processes -- Efficient Retrieval for Large Scale Metric Learning -- Applications -- A Hierarchical Voxel Hash for Fast 3D Nearest Neighbor Lookup -- Bone Age Assessment Using the Classifying Generalized Hough Transform -- Framework for Generation of Synthetic Ground Truth Data for Driver Assistance Applications -- Refractive Plane Sweep for Underwater Images -- Optical Flow -- An Evaluation of Data Costs for Optical Flow -- Illumination Robust Optical Flow Model Based on Histogram of Oriented Gradients -- Pattern Recognition -- Spatial Pattern Templates for Recognition of Objects with Regular Structure -- K-Smallest Spanning Tree Segmentations -- Discriminable Points That Stick Out of Their Environment -- Representation Learning for Cloud Classification -- Shape Recognition and Scene Understanding -- CopyMe3D: Scanning and Printing Persons in 3D -- Monocular Pose Capture with a Depth Camera Using a Sums-of-Gaussians Body Model -- Robust Realtime Motion-Split-And-Merge for Motion Segmentation -- Efficient Multi-cue Scene Segmentation.
520 _aThis book constitutes the refereed proceedings of the 35th German Conference on Pattern Recognition, GCPR 2013, held in Saarbrücken, 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.
650 0 _aPattern recognition systems.
_93953
650 0 _aComputer vision.
_9135093
650 0 _aArtificial intelligence.
_93407
650 0 _aComputer graphics.
_94088
650 0 _aComputer simulation.
_95106
650 1 4 _aAutomated Pattern Recognition.
_931568
650 2 4 _aComputer Vision.
_9135094
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputer Graphics.
_94088
650 2 4 _aComputer Modelling.
_9135095
700 1 _aWeickert, Joachim.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9135096
700 1 _aHein, Matthias.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9135097
700 1 _aSchiele, Bernt.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9135098
710 2 _aSpringerLink (Online service)
_9135099
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783642406010
776 0 8 _iPrinted edition:
_z9783642406034
830 0 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v8142
_9135100
856 4 0 _uhttps://doi.org/10.1007/978-3-642-40602-7
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c92267
_d92267