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Robot vision [[electronic resource] ] : video-based indoor exploration with autonomous and mobile robots / / Stefan Florczyk
Robot vision [[electronic resource] ] : video-based indoor exploration with autonomous and mobile robots / / Stefan Florczyk
Autore Florczyk Stefan
Pubbl/distr/stampa Weinheim, : Wiley-VCH, c2005
Descrizione fisica 1 online resource (218 p.)
Disciplina 629.892
629.892637
Soggetto topico Robot vision
Autonomous robots
Mobile robots
Soggetto genere / forma Electronic books.
ISBN 1-280-52007-8
9786610520077
3-527-60440-5
3-527-60491-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Robot Vision; Contents; List of Figures; Symbols and Abbreviations; 1 Introduction; 2 Image Processing; 2.1 Color Models; 2.2 Filtering; 2.2.1 Kalman Filter; 2.2.2 Gabor Filter; 2.2.3 Application of the Gabor Filter; 2.3 Morphological Image Processing; 2.3.1 The Structuring Element; 2.3.2 Erosion; 2.3.3 Dilation; 2.4 Edge Detection; 2.5 Skeleton Procedure; 2.6 The Segmentation of Image Regions; 2.7 Threshold; 3 Navigation; 3.1 Coordinate Systems; 3.2 Representation Forms; 3.2.1 Grid-based Maps; 3.2.2 Graph-based Maps; 3.3 Path Planning; 3.3.1 Topological Path Planning
3.3.2 Behavior-based Path Execution3.3.3 Global Path Planning; 3.3.4 Local Path Planning; 3.3.5 The Combination of Global and Local Path Planning; 3.4 The Architecture of a Multilevel Map Representation; 3.5 Self-localization; 4 Vision Systems; 4.1 The Human Visual Apparatus; 4.1.1 The Functionality; 4.1.2 The Visual Cortex; 4.2 The Human Visual Apparatus as Model for Technical Vision Systems; 4.2.1 Attention Control; 4.2.2 Passive Vision; 4.2.3 Active Vision; 4.2.4 Space-variant Active Vision; 4.3 Camera Types; 4.3.1 Video Cameras; 4.3.2 CCD Sensors; 4.3.3 Analog Metric Cameras; 5 CAD
5.1 Constructive Solid Geometry5.2 Boundary-representation Schema (B-rep); 5.3 Approximate Models; 5.3.1 Octrees; 5.3.2 Extended Octrees; 5.3.3 Voxel Model; 5.4 Hybrid Models; 5.5 Procedures to Convert the Models; 5.6 The Use of CAD in Computer Vision; 5.6.1 The Approximation of the Object Contour; 5.6.2 Cluster Search in Transformation Space with Adaptive Subdivision; 5.6.3 The Generation of a Pseudo-B-rep Representation from Sensor Data; 5.7 Three-dimensional Reconstruction with Alternative Approaches; 5.7.1 Partial Depth Reconstruction
5.7.2 Three-dimensional Reconstruction with Edge Gradients5.7.3 Semantic Reconstruction; 5.7.4 Mark-based Procedure; 6 Stereo Vision; 6.1 Stereo Geometry; 6.2 The Projection of the Scene Point; 6.3 The Relative Motion of the Camera; 6.4 The Estimation of the Fundamental Matrix B; 6.5 Image Rectification; 6.6 Ego-motion Estimation; 6.7 Three-dimensional Reconstruction by Known Internal Parameters; 6.8 Three-dimensional Reconstruction by Unknown Internal and External Parameters; 6.8.1 Three-dimensional Reconstruction with Two Uncalibrated Cameras
6.8.2 Three-dimensional Reconstruction with Three or More Cameras6.9 Stereo Correspondence; 6.9.1 Correlation-based Stereo Correspondence; 6.9.2 Feature-based Stereo Correspondence; 6.10 Image-sequence Analysis; 6.11 Three-dimensional Reconstruction from Image Sequences with the Kalman Filter; 7 Camera Calibration; 7.1 The Calibration of One Camera from a Known Scene; 7.1.1 Pinhole-camera Calibration; 7.1.2 The Determination of the Lens Distortion; 7.2 Calibration of Cameras in Robot-vision Systems; 7.2.1 Calibration with Moving Object; 7.2.2 Calibration with Moving Camera
8 Self-learning Algorithms
Record Nr. UNINA-9910144578703321
Florczyk Stefan  
Weinheim, : Wiley-VCH, c2005
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Robot vision [[electronic resource] ] : video-based indoor exploration with autonomous and mobile robots / / Stefan Florczyk
Robot vision [[electronic resource] ] : video-based indoor exploration with autonomous and mobile robots / / Stefan Florczyk
Autore Florczyk Stefan
Pubbl/distr/stampa Weinheim, : Wiley-VCH, c2005
Descrizione fisica 1 online resource (218 p.)
Disciplina 629.892
629.892637
Soggetto topico Robot vision
Autonomous robots
Mobile robots
ISBN 1-280-52007-8
9786610520077
3-527-60440-5
3-527-60491-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Robot Vision; Contents; List of Figures; Symbols and Abbreviations; 1 Introduction; 2 Image Processing; 2.1 Color Models; 2.2 Filtering; 2.2.1 Kalman Filter; 2.2.2 Gabor Filter; 2.2.3 Application of the Gabor Filter; 2.3 Morphological Image Processing; 2.3.1 The Structuring Element; 2.3.2 Erosion; 2.3.3 Dilation; 2.4 Edge Detection; 2.5 Skeleton Procedure; 2.6 The Segmentation of Image Regions; 2.7 Threshold; 3 Navigation; 3.1 Coordinate Systems; 3.2 Representation Forms; 3.2.1 Grid-based Maps; 3.2.2 Graph-based Maps; 3.3 Path Planning; 3.3.1 Topological Path Planning
3.3.2 Behavior-based Path Execution3.3.3 Global Path Planning; 3.3.4 Local Path Planning; 3.3.5 The Combination of Global and Local Path Planning; 3.4 The Architecture of a Multilevel Map Representation; 3.5 Self-localization; 4 Vision Systems; 4.1 The Human Visual Apparatus; 4.1.1 The Functionality; 4.1.2 The Visual Cortex; 4.2 The Human Visual Apparatus as Model for Technical Vision Systems; 4.2.1 Attention Control; 4.2.2 Passive Vision; 4.2.3 Active Vision; 4.2.4 Space-variant Active Vision; 4.3 Camera Types; 4.3.1 Video Cameras; 4.3.2 CCD Sensors; 4.3.3 Analog Metric Cameras; 5 CAD
5.1 Constructive Solid Geometry5.2 Boundary-representation Schema (B-rep); 5.3 Approximate Models; 5.3.1 Octrees; 5.3.2 Extended Octrees; 5.3.3 Voxel Model; 5.4 Hybrid Models; 5.5 Procedures to Convert the Models; 5.6 The Use of CAD in Computer Vision; 5.6.1 The Approximation of the Object Contour; 5.6.2 Cluster Search in Transformation Space with Adaptive Subdivision; 5.6.3 The Generation of a Pseudo-B-rep Representation from Sensor Data; 5.7 Three-dimensional Reconstruction with Alternative Approaches; 5.7.1 Partial Depth Reconstruction
5.7.2 Three-dimensional Reconstruction with Edge Gradients5.7.3 Semantic Reconstruction; 5.7.4 Mark-based Procedure; 6 Stereo Vision; 6.1 Stereo Geometry; 6.2 The Projection of the Scene Point; 6.3 The Relative Motion of the Camera; 6.4 The Estimation of the Fundamental Matrix B; 6.5 Image Rectification; 6.6 Ego-motion Estimation; 6.7 Three-dimensional Reconstruction by Known Internal Parameters; 6.8 Three-dimensional Reconstruction by Unknown Internal and External Parameters; 6.8.1 Three-dimensional Reconstruction with Two Uncalibrated Cameras
6.8.2 Three-dimensional Reconstruction with Three or More Cameras6.9 Stereo Correspondence; 6.9.1 Correlation-based Stereo Correspondence; 6.9.2 Feature-based Stereo Correspondence; 6.10 Image-sequence Analysis; 6.11 Three-dimensional Reconstruction from Image Sequences with the Kalman Filter; 7 Camera Calibration; 7.1 The Calibration of One Camera from a Known Scene; 7.1.1 Pinhole-camera Calibration; 7.1.2 The Determination of the Lens Distortion; 7.2 Calibration of Cameras in Robot-vision Systems; 7.2.1 Calibration with Moving Object; 7.2.2 Calibration with Moving Camera
8 Self-learning Algorithms
Record Nr. UNINA-9910830177403321
Florczyk Stefan  
Weinheim, : Wiley-VCH, c2005
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Robot vision : video-based indoor exploration with autonomous and mobile robots / / Stefan Florczyk
Robot vision : video-based indoor exploration with autonomous and mobile robots / / Stefan Florczyk
Autore Florczyk Stefan
Pubbl/distr/stampa Weinheim, : Wiley-VCH, c2005
Descrizione fisica 1 online resource (218 p.)
Disciplina 629.892
629.892637
Soggetto topico Robot vision
Autonomous robots
Mobile robots
ISBN 1-280-52007-8
9786610520077
3-527-60440-5
3-527-60491-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Robot Vision; Contents; List of Figures; Symbols and Abbreviations; 1 Introduction; 2 Image Processing; 2.1 Color Models; 2.2 Filtering; 2.2.1 Kalman Filter; 2.2.2 Gabor Filter; 2.2.3 Application of the Gabor Filter; 2.3 Morphological Image Processing; 2.3.1 The Structuring Element; 2.3.2 Erosion; 2.3.3 Dilation; 2.4 Edge Detection; 2.5 Skeleton Procedure; 2.6 The Segmentation of Image Regions; 2.7 Threshold; 3 Navigation; 3.1 Coordinate Systems; 3.2 Representation Forms; 3.2.1 Grid-based Maps; 3.2.2 Graph-based Maps; 3.3 Path Planning; 3.3.1 Topological Path Planning
3.3.2 Behavior-based Path Execution3.3.3 Global Path Planning; 3.3.4 Local Path Planning; 3.3.5 The Combination of Global and Local Path Planning; 3.4 The Architecture of a Multilevel Map Representation; 3.5 Self-localization; 4 Vision Systems; 4.1 The Human Visual Apparatus; 4.1.1 The Functionality; 4.1.2 The Visual Cortex; 4.2 The Human Visual Apparatus as Model for Technical Vision Systems; 4.2.1 Attention Control; 4.2.2 Passive Vision; 4.2.3 Active Vision; 4.2.4 Space-variant Active Vision; 4.3 Camera Types; 4.3.1 Video Cameras; 4.3.2 CCD Sensors; 4.3.3 Analog Metric Cameras; 5 CAD
5.1 Constructive Solid Geometry5.2 Boundary-representation Schema (B-rep); 5.3 Approximate Models; 5.3.1 Octrees; 5.3.2 Extended Octrees; 5.3.3 Voxel Model; 5.4 Hybrid Models; 5.5 Procedures to Convert the Models; 5.6 The Use of CAD in Computer Vision; 5.6.1 The Approximation of the Object Contour; 5.6.2 Cluster Search in Transformation Space with Adaptive Subdivision; 5.6.3 The Generation of a Pseudo-B-rep Representation from Sensor Data; 5.7 Three-dimensional Reconstruction with Alternative Approaches; 5.7.1 Partial Depth Reconstruction
5.7.2 Three-dimensional Reconstruction with Edge Gradients5.7.3 Semantic Reconstruction; 5.7.4 Mark-based Procedure; 6 Stereo Vision; 6.1 Stereo Geometry; 6.2 The Projection of the Scene Point; 6.3 The Relative Motion of the Camera; 6.4 The Estimation of the Fundamental Matrix B; 6.5 Image Rectification; 6.6 Ego-motion Estimation; 6.7 Three-dimensional Reconstruction by Known Internal Parameters; 6.8 Three-dimensional Reconstruction by Unknown Internal and External Parameters; 6.8.1 Three-dimensional Reconstruction with Two Uncalibrated Cameras
6.8.2 Three-dimensional Reconstruction with Three or More Cameras6.9 Stereo Correspondence; 6.9.1 Correlation-based Stereo Correspondence; 6.9.2 Feature-based Stereo Correspondence; 6.10 Image-sequence Analysis; 6.11 Three-dimensional Reconstruction from Image Sequences with the Kalman Filter; 7 Camera Calibration; 7.1 The Calibration of One Camera from a Known Scene; 7.1.1 Pinhole-camera Calibration; 7.1.2 The Determination of the Lens Distortion; 7.2 Calibration of Cameras in Robot-vision Systems; 7.2.1 Calibration with Moving Object; 7.2.2 Calibration with Moving Camera
8 Self-learning Algorithms
Record Nr. UNINA-9910876762303321
Florczyk Stefan  
Weinheim, : Wiley-VCH, c2005
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui