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 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 151 papers. The topics discussed include: clustering appearance for scene analysis;fast compact city modeling for navigation pre-visualization;fusion of summation invariants in 3D human face re...
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ISBN:
(纸本)0769525970
The proceedings contain 151 papers. The topics discussed include: clustering appearance for scene analysis;fast compact city modeling for navigation pre-visualization;fusion of summation invariants in 3D human face recognition;deformation modeling for robust 3D face matching;locally linear models on face appearance manifolds with application to dual-subspace based classification;learning examplar-based categorization for the detection of multi-view multi-pose objects;aligning ASL for statistical translation using discriminative word model;a graph based approach for naming faces in news photos;fast human detection using a cascade of histograms of oriented gradients;real-time-hand pose recognition using low resolution depth images;automatic cast listing in feature-length films with anisotropic manifold space;and body localization in still images using hierarchical models and hybrid search.
The proceedings contain 461 papers. The topics discussed include: object-graphs for context-aware category discovery;modeling mutual context of object and human pose in human-object interaction activities;the chains m...
ISBN:
(纸本)9781424469840
The proceedings contain 461 papers. The topics discussed include: object-graphs for context-aware category discovery;modeling mutual context of object and human pose in human-object interaction activities;the chains model for detecting parts by their context;detecting and sketching the common;high performance object detection by collaborative learning of joint ranking of granule features;toward coherent object detection and scene layout understanding;fast globally optimal 2D human detection with loopy graph models;theory of phase-sensitive rotation invariance with spherical harmonic and moment-based representations;multi-class object localization by combining local contextual interactions;exploiting hierarchical context on a large database of object categories;learning appearance in virtual scenarios for pedestrian detection;a new texture descriptor using multifractal analysis in multi-orientation wavelet pyramid;and learning from interpolated images using neural networks for digital forensics.
The following topics are dealt with: object recognition; video analysis and reconstruction; tracking humans; image analysis and segmentation; structure from motion; applications and real time vision; and video recogni...
The following topics are dealt with: object recognition; video analysis and reconstruction; tracking humans; image analysis and segmentation; structure from motion; applications and real time vision; and video recognition.
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