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Campilho A., Kamel M. (eds.) Image Analysis and Recognition, ICIAR 2012, Part I

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Campilho A., Kamel M. (eds.) Image Analysis and Recognition, ICIAR 2012, Part I
Springer, 2012. — 462 p.
9th International Conference, ICIAR 2012, Aveiro, Portugal, June 25-27, 2012 Proceedings, Part I.
Nine years ago we started the ICIAR series of annual conferences alternating between Europe and North America as a forum for researchers to interact and present their latest research in the theory, methodology, and applications of image analysis and recognition. We are pleased that ICIAR has maintained this forum and has become truly an international conference with participation from more than 30 countries on average.
This year, the conference program included a focused day on “Biomedical Image Analysis” with the following two special sessions: “Recent Advances in Retinal Image Analysis”; “Advanced Detection and Shape Modelling of Cells in Microscopy Images”.
Clustering and Classification
Localized Graph-Based Feature Selection for Clustering
Optimal “Anti-Bayesian” Parametric Pattern Classification for the Exponential Family Using Order Statistics Criteria
Cast Shadow Detection Based on Semi-supervised Learning
k-Nearest Neighbor Classification Using Dissimilarity Increments
Using Permutation Tests to Study How the Dimensionality, the Number of Classes, and the Number of Samples Affect Classification Analysis
Determining the Number of Clusters with Rate-Distortion Curve Modeling
Hierarchical Classification-Based Region Growing (HCBRG): A Collaborative Approach for Object Segmentation and Classification
Clustering through SOM Consistency
Image Processing
Max and Min Values of the Structural Similarity Function S(x,a) on the L2 Sphere SR(a), a∈RN
Biologically Motivated Local Contextual Modulation Improves Low-Level Visual Feature Representations
A Statistical Operator for Detecting Weak Edges in Low Contrast Images
Color Correction Using 3D Gaussian Mixture Models
Blind Noise Level Detection
Foreground Detection by Robust PCA Solved via a Linearized Alternating Direction Method
A Mixture of Experts Approach to Multi-strategy Image Quality Assessment
Self-similarity of Images in the Wavelet Domain in Terms of l2 and Structural Similarity (SSIM)
Image Analysis
Arabic Bank Check Analysis and Zone Extraction
Image Segmentation of Vickers Indentations Using Shape from Focus
On the Detection of Unknown Locally Repeating Patterns in Images
A Performance Evaluation of SIFT and SURF for Multispectral Image Matching
Motion Analysis and Tracking
Real-Time Image Alignment for a Gyro-visual Hybrid Pointing Device
Error Analysis for Lucas-Kanade Based Schemes
Vortex Tracking in High Density Vector Fields
Independent Motion Detection in the Light of the Aperture Problem
Dense and Sparse Optic Flows Aggregation for Accurate Motion Segmentation in Monocular Video Sequences
An Improved Basic Sequential Clustering Algorithm for Background Construction and Motion Detection
GPU Accelerated Real Time Rotation, Scale and Translation Invariant Image Registration Method
Gaussian Propagation Model Based Dense Optical Flow for Objects Tracking
Real Time Semi-dense Point Tracking
Shape Representation
A Precise Ellipse Fitting Method for Noisy Data
Shape Reconstruction from an Unorganized Point Cloud with Outliers
A Non-heuristic Dominant Point Detection Based on Suppression of Break Points
A Unifying Framework for Correspondence-Less Linear Shape Alignment
3D Imaging
Go With the Flow: Hand Trajectories in 3D via Clustered Scene Flow
Cortical Multiscale Line-Edge Disparity Model
Mathematical Models for the Calibration of Cameras Mounted on a Tripod Using Primitive Tracking
3D-2D Laser Range Finder Calibration Using a Conic Based Geometry Shape
Evaluation of Similarity Functions in Multimodal Stereo
An Unbiased and Intervoxel Watershed Algorithm for 3D Image Segmentation
Applications
Model-Based Ambient Occlusion for Inverse Rendering
Extraction of Leaf Parts by Image Analysis
Compression of Whole Genome Alignments Using a Mixture of Finite-Context Models
Implementation of HDR Photographic Pipeline in Mobile Devices
A Markovian Engine for Text Recognition: Cursive Arabic Text, Statistical Features and Interconnected HMMs
A Central Reconstruction Based Strategy for Selecting Projection Angles in Binary Tomography
An A-contrario Approach for Obstacle Detection in Assistance Driving Systems
Real-Time Spherical Harmonics Based Subsurface Scattering
DOGI : An Annotation System for Images of Dog Breeds
Rectangular Discrete Radon Transform for Buildings Extraction from High Resolution Satellite Images
Clustering-Based Feature Selection for Content Based Remote Sensing Image Retrieval
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