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图像分析与识别/ Image analysis and recognition

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图像分析与识别/ Image analysis and recognition

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作 者:Aurélio Campilho

出 版 社:湖南文艺出版社

出版时间:2006 年12月

I S B N:9783540448945

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The LNCS series reports state-of-the-art results in computer science research, development, and education, at a high level and in both printed and electronic form. Enjoying tight cooperation with the R&D community, with numerous individuals, as well as with prestigious organizations and societies, LNCS has grown into the most comprehensive computer science resarch forum available.
   The scope of LNCS, including its subseries LNAI, spans the whole range of computer science and information technology including interdisciplinary topics in a variety of application fields. The type of material publised traditionally includes.
   -proceedings(published in time for the respective conference)
   -post-proceedings(consisting of thoroughly revised final full papers)
   -research monographs(which may be basde on outstanding PhD work, research projects, technical reports, etc.)

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 description 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.

作者简介

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

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