Point cloud registration – Bücher zum Thema Point cloud registration finden und kaufen

Yulan Guo, Sheng Ao, Zhiheng Fu, Hao Liu, Qingyong Hu
Springer Singapore
192.59 € · Hardcover

Point Cloud Learning Point Cloud Registration 3D Object Detection 3D Object Tracking Point Cloud Segmentation Point Cloud Completion Point Cloud Generation

How can machines truly “see” and understand the three-dimensional world around them? This book takes readers to the frontier of 3D data analysis, offering a compelling exploration of how deep learning transforms raw point clouds into structured, actionable insights across robotics, autonomous dr...

3D Point Cloud Analysis

Shan Liu, Min Zhang, Pranav Kadam, C.-C. Jay Kuo
Springer International Publishing
128.39 € · Hardcover

point cloud analysis 3D computer vision 3D object recognition Point cloud classification deep learning 3D object detection Point cloud part segmentation Point cloud registration Explainable machine learning Unsupervised learning Machine learning Successive subspace learning ModelNet40 ShapeNet PointHop

This book introduces the point cloud; its applications in industry, and the most frequently used datasets. It mainly focuses on three computer vision tasks -- point cloud classification, segmentation, and registration -- which are fundamental to any point cloud-based system. An overview of tradition...

Reconstruction and Analysis of 3D Scenes

Martin Weinmann
Springer International Publishing
181.89 € · Hardcover

2D Feature Extraction 3D Feature Extraction 3D Scene Analysis and Interpretation Classification Feature Importance and Selection Filtering Laser Scanning Lidar Photogrammetry Point Cloud Point Cloud Registration Range Camera Time-of-Flight Visual Features remote sensing/photogrammetry

This unique work presents a detailed review of the processing and analysis of 3D point clouds. A fully automated framework is introduced, incorporating each aspect of a typical end-to-end processing workflow, from raw 3D point cloud data to semantic objects in the scene. For each of these components...

Point Cloud Intelligence

Yulan Guo, Sheng Ao, Zhiheng Fu, Hao Liu, Qingyong Hu
Springer Singapore
192.59 € · eBook

Point Cloud Learning Point Cloud Registration 3D Object Detection 3D Object Tracking Point Cloud Segmentation Point Cloud Completion Point Cloud Generation

How can machines truly “see” and understand the three-dimensional world around them? This book takes readers to the frontier of 3D data analysis, offering a compelling exploration of how deep learning transforms raw point clouds into structured, actionable insights across robotics, autonomous dr...

3D Point Cloud Analysis

Shan Liu, Min Zhang, Pranav Kadam, C.-C. Jay Kuo
Springer International Publishing
128.39 € · Paperback

point cloud analysis 3D computer vision 3D object recognition Point cloud classification deep learning 3D object detection Point cloud part segmentation Point cloud registration Explainable machine learning Unsupervised learning Machine learning Successive subspace learning ModelNet40 ShapeNet PointHop

This book introduces the point cloud; its applications in industry, and the most frequently used datasets. It mainly focuses on three computer vision tasks -- point cloud classification, segmentation, and registration -- which are fundamental to any point cloud-based system. An overview of tradition...

3D Point Cloud Analysis

Shan Liu, Min Zhang, Pranav Kadam, C.-C. Jay Kuo
Springer International Publishing
117.69 € · eBook

point cloud analysis 3D computer vision 3D object recognition Point cloud classification deep learning 3D object detection Point cloud part segmentation Point cloud registration Explainable machine learning Unsupervised learning Machine learning Successive subspace learning ModelNet40 ShapeNet PointHop

This book introduces the point cloud; its applications in industry, and the most frequently used datasets. It mainly focuses on three computer vision tasks -- point cloud classification, segmentation, and registration -- which are fundamental to any point cloud-based system. An overview of tradition...

Intelligent Imaging and Analysis

MDPI
101.25 € · Paperback

image inspection non-referential method feature extraction fault pattern learning weighted kernel density estimation (WKDE) rail surface defect UAV image defect detection gray stretch maximum entropy image enhancement defect segmentation semi-automatic segmentation MR spine image vertebral body graph-based segmentation

Imaging and analysis are widely involved in various research fields, including biomedical applications, medical imaging and diagnosis, computer vision, autonomous driving, and robot controls. Imaging and analysis are now facing big changes regarding intelligence, due to the breakthroughs of artifici...

Visual Sensors

MDPI
141.46 € · Paperback

3D reconstruction RGB-D sensor non-rigid reconstruction pedestrian detection boosted decision tree scale invariance receptive field correspondence soft decision tree single-shot 3D shape measurement digital image correlation warp function inverse compositional Gauss-Newton algorithm UAV image dynamic programming seam-line

Visual sensors are able to capture a large quantity of information from the environment around them. A wide variety of visual systems can be found, from the classical monocular systems to omnidirectional, RGB-D, and more sophisticated 3D systems. Every configuration presents some specific characteri...

Data fusion in the measurement of the geometry of rotationally symmetric workpieces

Maryna Galovska
Shaker
48.8 € · Paperback

Data fusion measurement uncertainty point cloud registration

Im Rahmen der Qualitätssicherung ist die Erfassung der Geometrie von rotationssymmetrischen Werkstücken eine weit verbreitete Aufgabe. Die Anforderungen an die Messsysteme hinsichtlich Messzeit, Punktdichte, Kosten und Messunsicherheit steigen stetig. Gleichzeitig machen Aspekte wie besondere Werk...

Reconstruction and Analysis of 3D Scenes

Martin Weinmann
Springer International Publishing
171.19 € · eBook

2D Feature Extraction 3D Feature Extraction 3D Scene Analysis and Interpretation Classification Feature Importance and Selection Filtering Laser Scanning Lidar Photogrammetry Point Cloud Point Cloud Registration Range Camera Time-of-Flight Visual Features remote sensing/photogrammetry

This unique work presents a detailed review of the processing and analysis of 3D point clouds. A fully automated framework is introduced, incorporating each aspect of a typical end-to-end processing workflow, from raw 3D point cloud data to semantic objects in the scene. For each of these components...

Reconstruction and Analysis of 3D Scenes

Martin Weinmann
Springer International Publishing
181.89 € · Paperback

2D Feature Extraction 3D Feature Extraction 3D Scene Analysis and Interpretation Classification Feature Importance and Selection Filtering Laser Scanning Lidar Photogrammetry Point Cloud Point Cloud Registration Range Camera Time-of-Flight Visual Features remote sensing/photogrammetry

This unique work presents a detailed review of the processing and analysis of 3D point clouds. A fully automated framework is introduced, incorporating each aspect of a typical end-to-end processing workflow, from raw 3D point cloud data to semantic objects in the scene. For each of these components...

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