图像分析与识别

图像分析与识别
作 者: Aurélio Campilho 
出版社: 湖南文艺出版社
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作者简介

暂缺《图像分析与识别》作者简介

内容简介

The two-volume set LNCS 3211/3212 constitutes the refereed proceedings of the International Conference on Image Analysis and Recognition, ICIAR 2004, held in Porto, Portugal, in September/October 2004.The 210 revised papers presented were carefully reviewed and selected from 316 full papers submitted. The papers are organized in topical sections on image segmentation, image processing and analysis, image analysis and synthesis, image and video coding, shape and matching, image de*ion and recognition, video processing and analysis, 3D imaging, image retrieval and indexing, morphology, biomedical applications, document processing, color analysis, texture analysis, motion analysis, surveillance and remote sensing, tracking, face detection and recognition, security systems, visual inspection.

图书目录

Pattern Recognition for Image Analysis

Using Local Integral Invariants for Object Recognition in Complex Scenes

 Sharing Visual Features for Animal Categorization: An Empirical Study

 Object Categorization Using Kernels Combining Graphs and Histograms of Gradients

 Alternative Approaches and Algorithms for Classification

 A Pool of Classifiers by SLP: A Multi-class Case

 A Graph Spectral Approach to Consistent Labelling

 Gesture Recognition Using a Marionette Model and Dynamic Bayesian Networks (DBNs)

 On Subspace Distance

 Ant Based Fuzzy Modeling Applied to Marble Classification

 A General Weighted Fuzzy Clustering Algorithm

 Integration of Expert Knowledge and Image Analysis Techniques for Medical Diagnosis

Computer Vision

 Depth Recovery from Motion and Defocus Blur

 Using Cartesian Models of Faces with a Data-Driven and Integrable Fitting Framework

 A Novel Omnidirectional Stereo Vision System with a Single Camera

 A Neural Network for Simultaneously Reconstructing Transparent and Opaque Surfaces

 A Light Scattering Model for Layered Rough Surfaces

 Model Based Selection and Classification of Local Features for Recognition Using Gabor Filters

 Inferring Stochastic Regular Grammar with Nearness Information for Human Action Recognition

 Real Time Vehicle Pose Using On-Board Stereo Vision System

 Content-Based 3D Retrieval by Krawtchouk Moments

 Uncalibrated Visual Servoing in 3D Workspace

 A Real-Time 3D Modeling System Using Multiple Stereo Cameras for Free-Viewpoint Video Generation

 CAD Model Visual Registration from Closed-Contour Neighborhood Descriptors

Biometrics

Shape and Matching

Biomedical Image Analysis

Special Session:Brain Imaging

Special Session:Sensing Image Processing

Applications

Author Index