The following topics are dealt with: stereovision;vision applications;segmentation and interpolation of three-dimensional surfaces;edge-finding by image filtering;hardware systems for shape;character and word recognit...
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ISBN:
(纸本)0818607211
The following topics are dealt with: stereovision;vision applications;segmentation and interpolation of three-dimensional surfaces;edge-finding by image filtering;hardware systems for shape;character and word recognition;structure from motion;multiple scales and sensor integration;image representation and processing;parallel visual algorithms;segmentation of images;industrial vision systems;textures;visual motion;image coding and processing;edge detection;and shape from texture. 110 papers were presented, all of which are published in full in the present proceedings. Abstracts of individual papers can be found under the relevant classification codes in this or other issues.
The proceedings contain 2 papers. The topics discussed include: attention mechanism exploits temporal contexts: real-time 3D human pose reconstruction;and cascaded deep monocular 3D human pose estimation with evolutio...
ISBN:
(纸本)9781728171685
The proceedings contain 2 papers. The topics discussed include: attention mechanism exploits temporal contexts: real-time 3D human pose reconstruction;and cascaded deep monocular 3D human pose estimation with evolutionary training data.
The proceedings contain 353 papers. The topics discussed include: random subwindows for robust image classification;Bayesian object detection in dynamic scenes;pixels that sound;a rational function lens distortion mod...
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ISBN:
(纸本)0769523722
The proceedings contain 353 papers. The topics discussed include: random subwindows for robust image classification;Bayesian object detection in dynamic scenes;pixels that sound;a rational function lens distortion model for general cameras;robust boosting for learning from few examples;optimization design of cascaded classifiers;pruning training sets for learning of object categories;computervision for music identification;restoration and recognition in a loop;robust face detection with multi-class boosting;learning with constrained and unlabelled data;real-time non-rigid surface detection;evaluating image retrieval;towards complete generic camera calibration;and unsupervised learning of object features from video sequences.
The proceedings contain 353 papers. The topics discussed include: random subwindows for robust image classification;Bayesian object detection in dynamic scenes;pixels that sound;a rational function lens distortion mod...
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ISBN:
(纸本)0769523722
The proceedings contain 353 papers. The topics discussed include: random subwindows for robust image classification;Bayesian object detection in dynamic scenes;pixels that sound;a rational function lens distortion model for general cameras;robust boosting for learning from few examples;optimization design of cascaded classifiers;pruning training sets for learning of object categories;computervision for music identification;restoration and recognition in a loop;robust face detection with multi-class boosting;learning with constrained and unlabelled data;real-time non-rigid surface detection;evaluating image retrieval;towards complete generic camera calibration;and unsupervised learning of object features from video sequences.
The proceedings contains 158 papers from 2001 ieeecomputer society conference on computervision and patternrecognition. The topics discussed include: image indexing, image segmentation, computervision, image codin...
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The proceedings contains 158 papers from 2001 ieeecomputer society conference on computervision and patternrecognition. The topics discussed include: image indexing, image segmentation, computervision, image coding, patternrecognition systems, image magnification, video inpainting, visual tracking, motion estimation, face recognition, imaging systems, character recognition and feature clustering.
The proceedings contain 235 papers. The topics discussed include: creating and exploring a large photorealistic virtual space;can similar scenes help surface layout estimation?;meta-tag propagation by co-training an e...
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ISBN:
(纸本)9781424423408
The proceedings contain 235 papers. The topics discussed include: creating and exploring a large photorealistic virtual space;can similar scenes help surface layout estimation?;meta-tag propagation by co-training an ensemble classifier for improving image search relevance;utility data annotation with Amazon mechanical Turk;SAVE: a framework for semantic annotation of visual events;a walk through the web's video clips;autotagging Facebook: social network context improves photo annotation;effective image database search via dimensionality reduction;scalable classifiers for Internet vision tasks;computing iconic summaries of general visual concepts;Internet video category recognition;super-resolution texturing for online virtual globes;orientation distribution estimation for q-ball imaging;variational registration of tensor-valued images;and a methodology for quality assessment in tensor images.
The proceedings contain 377 papers. The topics discussed include: curvature and singularity driven diffusion for oriented pattern enhancement with singular points;dual distributions of multilinear geometric entities;c...
ISBN:
(纸本)9781424439935
The proceedings contain 377 papers. The topics discussed include: curvature and singularity driven diffusion for oriented pattern enhancement with singular points;dual distributions of multilinear geometric entities;classification of tensors and fiber tracts using mercer-kernels encoding soft probabilistic spatial and diffusion information;visual tracking via geometric particle filtering on the affine group with optimal importance functions;Markov chain Monte Carlo combined with deterministic methods for Markov random field optimization;a family of contextual measures of similarity between distributions with application to image retrieval;shape of Gaussians as feature descriptors;mutual information-based stereo matching combined with SIFT descriptor in log-chromaticity color space;nonparametric discriminant HMM and application to facial expression recognition;dimension-free affine shape matching through subspace invariance;histogram-based interest point detectors;and dense saliency-based spatiotemporal feature points for action recognition.
The proceedings contain 525 papers. The topics discussed include: learning visual similarity measures for comparing never seen objects;a contextual dissimilarity measure for accurate and efficient image search;learnin...
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ISBN:
(纸本)1424411807
The proceedings contain 525 papers. The topics discussed include: learning visual similarity measures for comparing never seen objects;a contextual dissimilarity measure for accurate and efficient image search;learning local image descriptors;principal curvature-based region detector for object recognition;a benchmark for the comparison of 3-D motion segmentation algorithms;a nonparametric treatment for location/segmentation based visual tracking;learning gaussian conditional random fields for low-level vision;hierarchical structuring of data on manifolds;learning GMRF structures for spatial priors;element rearrangement for tensor-based subspace learning;unsupervised clustering using multi-resolution perceptual grouping;object tracking by asymmetric kernel mean shift with automatic scale and orientation selection;and free-form nonrigid image registration using generalized elastic nets.
The proceedings contain 506 papers. The topics discussed include: face shape recovery from a single image using CCA mapping between tensor spaces;classifiability-based optimal discriminatory projection pursuit;blindly...
ISBN:
(纸本)9781424422432
The proceedings contain 506 papers. The topics discussed include: face shape recovery from a single image using CCA mapping between tensor spaces;classifiability-based optimal discriminatory projection pursuit;blindly separating mixtures of multiple layers with spatial shifts;structure-perceptron learning of a hierarchical log-linear model;unsupervised learning of probabilistic object models (POMs) for object classification, segmentation and recognition;classification via semi-Riemannian spaces;mining compositional features for boosting;context-aware clustering;locally adaptive learning for translation-variant MRF image priors;semi-supervised SVM batch mode active learning for image retrieval;semi-supervised distance metric learning for collaborative image retrieval;multiple-instance ranking: learning to rank images for image retrieval;correlational spectral clustering;and a parallel decomposition solver for SVM: distributed dual ascend using fenchel duality.
The proceedings contain 162 papers. The topics discussed include: model-based validation approaches and matching techniques for automotive vision based pedestrian detection;3D face recognition using mapped depth image...
ISBN:
(纸本)0769526608
The proceedings contain 162 papers. The topics discussed include: model-based validation approaches and matching techniques for automotive vision based pedestrian detection;3D face recognition using mapped depth images;a combinational approach to the fusion, de-noising and enhancement of dual-energy x-ray luggage images;multiperspective thermal IR and video arrays for 3D body tracking and driver activity analysis;tracking humans using multi-modal fusion;improved likelihood function in particle-based IR eye tracking;spaceborne traffic monitoring with dual channel synthetic aperture radar – theory and experiments;comparative image fusion analysis;performance evaluation of face recognition using visual and thermal imagery with advanced correlation filters;and integrating LDV audio and ir video for remote multimodal surveillance.
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