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Image analysis : 18th Scandinavian Conference, SCIA 2013, Espoo, Finland, June 17-20, 2013. Proceedings

Author: Joni-Kristian Kämäräinen; Markus Koskela
Publisher: Berlin : Springer, [2013] ©2013
Series: Lecture notes in computer science, 7944.; LNCS sublibrary., SL 6,, Image processing, computer vision, pattern recognition, and graphics.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Database:WorldCat
Summary:
This book constitutes the refereed proceedings of the 18th Scandinavian Conference on Image Analysis, SCIA 2013, held in Espoo, Finland, in June 2013. The 67 revised full papers presented were carefully reviewed and selected from 132 submissions. The papers are organized in topical sections on feature extraction and segmentation, pattern recognition and machine learning, medical and biomedical image analysis, faces  Read more...
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Genre/Form: Electronic books
Conference proceedings
Congresses
Additional Physical Format: Print version:
Scandinavian Conference on Image Analysis (18th : 2013 : Espoo, Finland).
Image analysis. Scandinavian Conference on Image Analysis (18th : 2013 : Espoo, Finland).
Berlin : Springer, [2013]
(OCoLC)856339665
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Joni-Kristian Kämäräinen; Markus Koskela
ISBN: 9783642388866 3642388868
OCLC Number: 847616355
Notes: International conference proceedings.
Includes author index.
Description: 1 online resource (xiv, 733 pages) : illustrations.
Contents: Feature Extraction and Segmentation. Texture Description with Completed Local Quantized Patterns / Xiaohua Huang [and others] --
A Local Image Descriptor Robust to Illumination Changes / Sebastian Zambanini, Martin Kampel --
Detection of Curvilinear Structures by Tensor Voting Applied to Fiber Characterization / Nataliya Strokina [and others] --
Simple-Graphs Fusion in Image Mosaic: Application to Automated Cell Files Identification in Wood Slices / Guilhem Brunel [and others] --
Unsupervised Segmentation of Anomalies in Sequential Data, Images and Volumetric Data Using Multiscale Fourier Phase-Only Analysis / Fabian Bürger, Josef Pauli --
Extended 3D Line Segments from RGB-D Data for Pose Estimation / Anders Glent Buch [and others] --
Incorporating Texture Intensity Information into LBP-Based Operators / M. Ghahramani, Guoying Zhao, Matti Pietikäinen --
Bayesian Non-parametric Image Segmentation with Markov Random Field Prior / Ehsan Amid --
Evaluating Local Feature Detectors in Salient Region Detection / Teemu Kinnunen, Mari Laine-Hernandez, Pirkko Oittinen. Forest Stand Delineation Using a Hybrid Segmentation Approach Based on Airborne Laser Scanning Data / Zhengzhe Wu [and others] --
Mean Shift with Flatness Constraints / Eduard Sojka, Milan Šurkala, Jan Gaura --
Constructing Local Binary Pattern Statistics by Soft Voting / Juha Ylioinas, Xiaopeng Hong, Matti Pietikäinen --
Pattern Recognition and Machine Learning. Cascaded Random Forest for Fast Object Detection / Florian Baumann [and others] --
Multiplicative Updates for Learning with Stochastic Matrices / Zhanxing Zhu, Zhirong Yang, Erkki Oja --
Validating the Visual Saliency Model / Ali Alsam, Puneet Sharma --
Bundle Methods for Structured Output Learning --
Back to the Roots / Michal Uřičář, Vojtěch Franc, Václav Hlaváč --
Continuous-Space Gaussian Process Regression and Generalized Wiener Filtering with Application to Learning Curves / Simo Särkkä, Arno Solin --
Approximations of Gaussian Process Uncertainties for Visual Recognition Problems / Paul Bodesheim [and others] --
Topology-Preserving Dimension-Reduction Methods for Image Pattern Recognition / Hayato Itoh [and others]. Efficient Boosted Weak Classifiers for Object Detection / Xiaopeng Hong [and others] --
Domain Adaptation for Sequential Detection / Šimon Fojtů [and others] --
Introducing a Inter-frame Relational Feature Model for Pedestrian Detection / Andreas Zweng, Martin Kampel --
Medical and Biomedical Image Analysis --
Automated Cell Counting in Bürker Chamber / Karel Štěpka --
Adaptive Spatio-temporal Filtering of 4D CT-Heart / Mats Andersson, Hans Knutsson --
Toward Automated Validation of Sketch-Based 3D Segmentation Editing Tools / Frank Heckel [and others] --
FAST-PVE: Extremely Fast Markov Random Field Based Brain MRI Tissue Classification / Jussi Tohka --
Automated Tracing of Retinal Blood Vessels Using Graphical Models / Jaydeep De [and others] --
Genus Zero Graph Segmentation: Estimation of Intracranial Volume / Rasmus R. Jensen [and others] --
Vessel Wall Segmentation Using Implicit Models and Total Curvature Penalizers / Rodrigo Moreno, Chunliang Wang, Örjan Smedby --
Faces and Gestures --
Dynamic 3D Facial Expression Recognition Using Robust Shape Features / Ahmed Maalej, Hedi Tabia, Halim Benhabiles. Head Pose Estimation Using Multi-scale Gaussian Derivatives / Varun Jain, James L. Crowley --
Finger Tracking for Gestural Interaction in Mobile Devices / Matti Matilainen, Jari Hannuksela, Lixin Fan --
Extracting Local Binary Patterns from Image Key Points: Application to Automatic Facial Expression Recognition / Xiaoyi Feng [and others] --
Head Pose Estimation for Sign Language Video / Marcos Luzardo [and others] --
Detecting Hand-Head Occlusions in Sign Language Video / Ville Viitaniemi [and others] --
Gender Recognition Using Nonsubsampled Contourlet Transform and WLD Descriptor / Muhammad Hussain [and others] --
Object and Scene Recognition --
Unsupervised Visual Object Categorisation with BoF and Spatial Matching / Teemu Kinnunen [and others] --
Improved Object Detection and Pose Using Part-Based Models / Fangyuan Jiang [and others] --
Non Maximal Suppression in Cascaded Ranking Models / Matthew B. Blaschko, Juho Kannala, Esa Rahtu --
Exploiting Object Characteristics Using Custom Features for Boosting-Based Classification / Arne Ehlers, Florian Baumann, Bodo Rosenhahn. Apprenticeship Learning: Transfer of Knowledge via Dataset Augmentation / Miroslav Kobetski, Josephine Sullivan --
Adding Discriminative Power to Hierarchical Compositional Models for Object Class Detection / Matej Kristan [and others] --
Matching, Registration and Alignment. Learning Multi-view Correspondences via Subspace-Based Temporal Coincidences / Christian Conrad, Rudolf Mester --
Interest Region Description Using Local Binary Pattern of Gradients / Sajid Saleem, Robert Sablatnig --
Probabilistic Hough Voting for Attitude Estimation from Aerial Fisheye Images / Bertil Grelsson, Michael Felsberg --
Automatic Optimization of Alignment Parameters for Tomography Datasets / Folkert Bleichrodt, K. Joost Batenburg --
Least-Squares Transformations between Point-Sets / Kalle Rutanen [and others] --
3D Object Pose Estimation Using Viewpoint Generative Learning / Dissaphong Thachasongtham [and others]. 3D Vision. Structure from Motion Estimation with Positional Cues / Linus Svärm, Magnus Oskarsson --
Probabilistic Range Image Integration for DSM and True-Orthophoto Generation / Markus Rumpler, Andreas Wendel, Horst Bischof --
On-line Stereo Self-calibration through Minimization of Matching Costs / Robert Spangenberg, Tobias Langner, Raúl Rojas --
Depth Map Inpainting under a Second-Order Smoothness Prior / Daniel Herrera C. [and others] --
Merging Overlapping Depth Maps into a Nonredundant Point Cloud / Tomi Kyöstilä [and others] --
Industrial Phase-Shifting Profilometry in Motion / P. Schroeder [and others] --
Color and Multispectral Image Analysis. Asymmetry as a Measure of Visual Saliency / Ali Alsam, Puneet Sharma, Anette Wrålsen --
Detection of Small Roof Details in Image Sequences / Dimitri Bulatov, Melanie Pohl --
Supervised Object Class Colour Normalisation / Ekaterina Riabchenko [and others] --
Statistical Quality Assessment of Pre-fried Carrots Using Multispectral Imaging / Sara Sharifzadeh [and others]. Motion Analysis. A Feature-Based Adaptive Model for Realtime Face Tracking on Smart Phones / Quang Nhat Vo, GueeSang Lee --
Classification of RGB-D and Motion Capture Sequences Using Extreme Learning Machine / Xi Chen, Markus Koskela --
Robust Scale-Adaptive Mean-Shift for Tracking / Tomas Vojir, Jana Noskova, Jiri Matas --
Systems and Applications. --
Airborne Based High Performance Crowd Monitoring for ecurity Applications / Roland Perko [and others] --
Characterizing Spatters in Laser Welding of Thick Steel Using Motion Flow Analysis / Olli Lahdenoja [and others] --
Human-Centered Computing. Perceptually-Inspired Artistic Genre Identification System in Digitized Painting Collections / Razvan George Condorovici [and others] --
Video and Multimedia Analysis. High Capacity Reversible Watermarking for Images Based on Classified Neural Network / Rongrong Ni [and others] --
Other. Saliency Detection Using Joint Temporal and Spatial Decorrelation / Hamed Rezazadegan Tavakoli, Esa Rahtu, Janne Heikkilä --
Density Driven Diffusion / Freddie Åström, Vasileios Zografos, Michael Felsberg.
Series Title: Lecture notes in computer science, 7944.; LNCS sublibrary., SL 6,, Image processing, computer vision, pattern recognition, and graphics.
Other Titles: SCIA 2013
Responsibility: Joni-Kristian Kämäräinen, Markus Koskela (eds.).
More information:

Abstract:

This book constitutes the refereed proceedings of the 18th Scandinavian Conference on Image Analysis, SCIA 2013, held in Espoo, Finland, in June 2013. The 67 revised full papers presented were carefully reviewed and selected from 132 submissions. The papers are organized in topical sections on feature extraction and segmentation, pattern recognition and machine learning, medical and biomedical image analysis, faces and gestures, object and scene recognition, matching, registration, and alignment, 3D vision, color and multispectral image analysis, motion analysis, systems and applications, human-centered computing, and video and multimedia analysis.

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