| Description |
1 online resource |
| Series |
Lecture notes in computer science, 0302-9743 ; 7324 |
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics |
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Lecture notes in computer science ; 7324.
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
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| Contents |
Localized Graph-Based Feature Selection for Clustering / Zhihong Zhang and Edwin R. Hancock -- Optimal "Anti-Bayesian" Parametric Pattern Classification for the Exponential Family Using Order Statistics Criteria / A. Thomas and B. John Oommen -- Cast Shadow Detection Based on Semi-supervised Learning / Salma Kammoun Jarraya, Rania Rebai Boukhriss, Mohamed Hammami and Hanene Ben-Abdallah -- k-Nearest Neighbor Classification Using Dissimilarity Increments / Helena Aidos and Ana Fred -- Using Permutation Tests to Study How the Dimensionality, the Number of Classes, and the Number of Samples Affect Classification Analysis / Mohammed Sadeq Al-Rawi and João Paulo Silva Cunha -- Determining the Number of Clusters with Rate-Distortion Curve Modeling / Alexander Kolesnikov and Elena Trichina -- Hierarchical Classification-Based Region Growing (HCBRG): A Collaborative Approach for Object Segmentation and Classification / Aymen Sellaouti, Atef Hamouda, Aline Deruyver and Cédric Wemmert -- Clustering through SOM Consistency / Nicolau Gonçalves and Ricardo Vigário -- Max and Min Values of the Structural Similarity Function S(x, a) on the L2 Sphere SR(a), a ∈ R<sup>N</sup> / D. Glew and Edward R. Vrscay -- Biologically Motivated Local Contextual Modulation Improves Low-Level Visual Feature Representations / Xun Shi, Neil D.B. Bruce and John K. Tsotsos -- A Statistical Operator for Detecting Weak Edges in Low Contrast Images / Ajay Mittal, Sanjeev Sofat, Edwin Hancock and Stéphane Mousset |
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Color Correction Using 3D Gaussian Mixture Models / Miguel Oliveira, Angel D. Sappa and Vítor Santos -- Blind Noise Level Detection / Anna Tomaszewska -- Foreground Detection by Robust PCA Solved via a Linearized Alternating Direction Method / Charles Guyon, Thierry Bouwmans and El-Hadi Zahzah -- A Mixture of Experts Approach to Multi-strategy Image Quality Assessment / Peng Peng and Ze-Nian Li -- Self-similarity of Images in the Wavelet Domain in Terms of l2 and Structural Similarity (SSIM) / D. Glew and Edward R. Vrscay -- Arabic Bank Check Analysis and Zone Extraction / Irfan Ahmad and Sabri A. Mahmoud -- Image Segmentation of Vickers Indentations Using Shape from Focus / Michael Gadermayr and Andreas Uhl -- On the Detection of Unknown Locally Repeating Patterns in Images / Diogo Pratas and Armando J. Pinho -- A Performance Evaluation of SIFT and SURF for Multispectral Image Matching / Sajid Saleem, Abdul Bais and Robert Sablatnig -- Real-Time Image Alignment for a Gyro-visual Hybrid Pointing Device / Jun Zheng and Minglun Gong -- Error Analysis for Lucas-Kanade Based Schemes / Patricia Márquez-Valle, Debora Gil and Aura Hernàndez-Sabaté -- Vortex Tracking in High Density Vector Fields / Clément Guérin, Petra Gomez-Krämer, Michel Ménard and Damien Coisne -- Independent Motion Detection in the Light of the Aperture Problem / László Czúni and Mónika Gál |
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Dense and Sparse Optic Flows Aggregation for Accurate Motion Segmentation in Monocular Video Sequences / Mihai Fǎgǎdar-Cosma, Vladimir-Ioan Creţu and Mihai Victor Micea -- An Improved Basic Sequential Clustering Algorithm for Background Construction and Motion Detection / Mohcene Benalia and Samy Ait-Aoudia -- GPU Accelerated Real Time Rotation, Scale and Translation Invariant Image Registration Method / Sudhakar Sah, Jan Vanek, YoungJun Roh and Ratul Wasnik -- Gaussian Propagation Model Based Dense Optical Flow for Objects Tracking / Houssam Salmane, Yassine Ruichek and Louahdi Khoudour -- Real Time Semi-dense Point Tracking / Matthieu Garrigues and Antoine Manzanera -- A Precise Ellipse Fitting Method for Noisy Data / Dilip K. Prasad, Chai Quek and Maylor K.H. Leung -- Shape Reconstruction from an Unorganized Point Cloud with Outliers / Yvan Maillot, Benoît Presles and Johan Debayle -- A Non-heuristic Dominant Point Detection Based on Suppression of Break Points / Dilip K. Prasad, Chai Quek and Maylor K.H. Leung -- A Unifying Framework for Correspondence-Less Linear Shape Alignment / Zoltan Kato -- Go with the Flow: Hand Trajectories in 3D via Clustered Scene Flow / Simon Hadfield and Richard Bowden -- Cortical Multiscale Line-Edge Disparity Model / J.M.F. Rodrigues, J.A. Martins, R. Lam and J.M.H. du Buf -- Mathematical Models for the Calibration of Cameras Mounted on a Tripod Using Primitive Tracking / L. Alvarez, P. Henríquez and L. Mazorra -- 3D-2D Laser Range Finder Calibration Using a Conic Based Geometry Shape / Miguel Almeida, Paulo Dias, Miguel Oliveira and Vítor Santos |
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Evaluation of Similarity Functions in Multimodal Stereo / Fernando Barrera, Felipe Lumbreras and Angel D. Sappa -- An Unbiased and Intervoxel Watershed Algorithm for 3D Image Segmentation / Fabien Baldacci -- Model-Based Ambient Occlusion for Inverse Rendering / Oswald Aldrian and William A.P. Smith -- Extraction of Leaf Parts by Image Analysis / Olfa Mzoughi, Itheri Yahiaoui and Nozha Boujemaa -- Compression of Whole Genome Alignments Using a Mixture of Finite-Context Models / Luís M.O. Matos, Diogo Pratas and Armando J. Pinho -- Implementation of HDR Photographic Pipeline in Mobile Devices / Radosław Mantiuk, Michał Cichowicz and Miłosław Smyk -- A Markovian Engine for Text Recognition: Cursive Arabic Text, Statistical Features and Interconnected HMMs / M.S. Khorsheed and H. Al-Omari -- A Central Reconstruction Based Strategy for Selecting Projection Angles in Binary Tomography / Péter Balázs and Kees Joost Batenburg -- An A-contrario Approach for Obstacle Detection in Assistance Driving Systems / Moez Ammar, Sylvie Le Hégarat-Mascle, Marius Vasiliu and Hugues Mounier -- Real-Time Spherical Harmonics Based Subsurface Scattering / Anna Tomaszewska and Krzysztof Stefanowski -- DOGI: An Annotation System for Images of Dog Breeds / Antonios Dimas, Pyrros Koletsis and Euripides G.M. Petrakis -- Rectangular Discrete Radon Transform for Buildings Extraction from High Resolution Satellite Images / Elouedi Ines, Hamouda Atef and Rojbani Hmida -- Clustering-Based Feature Selection for Content Based Remote Sensing Image Retrieval / Shijin Li, Jiali Zhu, Jun Feng and Dingsheng Wan |
| Summary |
The two-volume set LNCS 7324/7325 constitutes the refereed proceedings of the 9th International Conference on Image and Recognition, ICIAR 2012, held in Aveiro, Portugal, in June 2012. The 107 revised full papers presented were carefully reviewed and selected from 207 submissions. The papers are organized in topical sections on clustering and classification; image processing; image analysis; motion analysis and tracking; shape representation; 3D imaging; applications; biometrics and face recognition; human activity recognition; biomedical image analysis; retinal image analysis; and call detection and modeling |
| Analysis |
Computer science |
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Computer software |
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Artificial intelligence |
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Computer graphics |
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Computer vision |
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Optical pattern recognition |
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Image Processing and Computer Vision |
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Pattern Recognition |
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Algorithm Analysis and Problem Complexity |
| Notes |
English |
| In |
Springer eBooks |
| Subject |
Image processing -- Digital techniques -- Congresses
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Optical pattern recognition -- Congresses
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Artificial intelligence.
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Computer graphics.
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Image processing.
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Electronic Data Processing
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Algorithms
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Artificial Intelligence
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Computer Graphics
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algorithms.
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artificial intelligence.
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computer graphics.
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image processing.
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Informatique.
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Image processing -- Digital techniques
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Optical pattern recognition
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| Genre/Form |
Conference papers and proceedings
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Software.
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| Form |
Electronic book
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| Author |
Campilho, A.
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Kamel, Mohamed.
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| ISBN |
9783642312953 |
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3642312950 |
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