The proceedings contains 115 papers from the 2001 IEEE computer Society conference on computervision and patternrecognition. Topics discussed include: robot homing based on corner tracking;illumination subspace for ...
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The proceedings contains 115 papers from the 2001 IEEE computer Society conference on computervision and patternrecognition. Topics discussed include: robot homing based on corner tracking;illumination subspace for multibody motion segmentation;feature reduction and hierarchy of classifiers for fast object detection in video images;construction-models for content-based image retrieval;anti-sequences: event detection by frame stacking;event-based analysis of video;on focal length calibration from two views;a bayesian approach to digital matting;image registration by aligning entropies;a self-correcting projector;and image-based detail transfer.
The proceedings contains 97 papers. The following topics are dealt with: edge detection;shape derivation;feature extraction;motion;morphology and neural networks;range data;image and texture segmentation;polarization ...
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ISBN:
(纸本)081861952x
The proceedings contains 97 papers. The following topics are dealt with: edge detection;shape derivation;feature extraction;motion;morphology and neural networks;range data;image and texture segmentation;polarization cues;stereo vision;methodology and standards;object recognition;navigation;preprocessing and computer architectures.
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 contain 143 papers. The topics discussed include: single-view obstacle detection for smart back-up camera systems;high-speed line-scan camera with multi-line CMOS color sensor;stereo vision embedded sy...
ISBN:
(纸本)9781467316118
The proceedings contain 143 papers. The topics discussed include: single-view obstacle detection for smart back-up camera systems;high-speed line-scan camera with multi-line CMOS color sensor;stereo vision embedded system for augmented reality;feature detection and matching on an SIMD/MIMD hybrid embedded processor;head-tracking virtual 3-D display for mobile devices;spatiotemporal multiple persons tracking using dynamic vision sensor;real-time body motion analysis for dance patternrecognition;embedded smart sensor for outdoor parking lot lighting control;embedded fall detection with a neural network and bio-inspired stereo vision;a GPU accelerated fast directional chamfer matching algorithm and a detailed comparison with a highly optimized CPU implementation;event-driven embodied system for feature extraction and object recognition in robotic applications;and a CPU-GPU hybrid people counting system for real-world airport scenarios using arbitrary oblique view cameras.
The proceedings contain 31 papers. The topics discussed include: convolutional neural network- based human recognition for vision occupancy sensors;application of machine learning technique to nowcast severe atmospher...
ISBN:
(纸本)1601324855
The proceedings contain 31 papers. The topics discussed include: convolutional neural network- based human recognition for vision occupancy sensors;application of machine learning technique to nowcast severe atmospheric event;software development for unsupervised approach to identification of a multi temporal spatial analysis model;forensic data collection techniques for fingerprint identification;Arabic handwritten characters recognition using support vector machine, normalized central moments, and local binary patterns;CNN-based brain tumor segmentation and 3D visualization;visualization of hippocampus regional atrophy in Alzheimer's disease;decision making and decision fusion using grey relational analysis in layered sensing systems;and computer-aided inspection of optical components using computervision technologies.
The proceedings contain 231 papers. The topics discussed include: stability effects of finite difference methods on a mathematical tumor growth model;learning high-dimensional image statistics for abnormality detectio...
ISBN:
(纸本)9781424470297
The proceedings contain 231 papers. The topics discussed include: stability effects of finite difference methods on a mathematical tumor growth model;learning high-dimensional image statistics for abnormality detection on medical images;predicting the histology of colorectal lesions in a probabilistic framework;dense photometric stereo reconstruction on many core GPUs;automatic change detection in an indoor environment;image quality assessment using a rotated Gaussian discrimination function;people trajectory mining with statistical patternrecognition;action recognition by employing combined directional motion history and energy images;immersive and perceptual human-computer interaction using computervision techniques;a socio-technical approach for event detection in security critical infrastructure;dense spatio-temporal motion segmentation for tracking multiple self-occluding people;and real-time classification of pedestrians and cyclists for intelligent counting of non-motorized traffic.
The proceedings contain 159 papers. The topics discussed include: geometric image primitives by complex moments in Gabor space and the application to texture segmentation;geometric primitive extraction using a genetic...
ISBN:
(纸本)0818628553
The proceedings contain 159 papers. The topics discussed include: geometric image primitives by complex moments in Gabor space and the application to texture segmentation;geometric primitive extraction using a genetic algorithm;model based region segmentation using co-occurrence matrices;morphological grayscale reconstruction: definition, efficient algorithm and applications in image analysis;edge detection in range images through morphological residue analysis;morphological decomposition of restricted domains: a vector space solution;spatial reasoning based on multivariate belief functions;analysis of the least median of squares estimator for computervision applications;and image segmentation via edge contour finding: a graph theoretic approach.
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.
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