Yu Sun & Aman Behal 
New Development in Robot Vision [PDF ebook] 

Ủng hộ

The field of robotic vision has advanced dramatically recently with the development of new range sensors. Tremendous progress has been made resulting in significant impact on areas such as robotic navigation, scene/environment understanding, and visual learning. This edited book provides a solid and diversified reference source for some of the most recent important advancements in the field of robotic vision. The book starts with articles that describe new techniques to understand scenes from 2D/3D data such as estimation of planar structures, recognition of multiple objects in the scene using different kinds of features as well as their spatial and semantic relationships, generation of 3D object models, approach to recognize partially occluded objects, etc. Novel techniques are introduced to improve 3D perception accuracy with other sensors such as a gyroscope, positioning accuracy with a visual servoing based alignment strategy for microassembly, and increasing object recognition reliability using related manipulation motion models. For autonomous robot navigation, different vision-based localization and tracking strategies and algorithms are discussed. New approaches using probabilistic analysis for robot navigation, online learning of vision-based robot control, and 3D motion estimation via intensity differences from a monocular camera are described. This collection will be beneficial to graduate students, researchers, and professionals working in the area of robotic vision.

 

€53.49
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Mục lục

Intensity-Difference Based Monocular Visual Odometry for Planetary Rovers.- Incremental Light Bundle Adjustment: Probabilistic Analysis and Application to Robotic Navigation.- Online Learning of Vision-Based Robot Control during Autonomous Operation.- Semantic and Spatial Content Fusion for Scene Recognition.- Modeling paired objects and their interaction.- Multi-modal Manhattan World Structure Estimation for Domestic Robots.- Improving RGB-D Scene Reconstruction Using Rolling Shutter Rectification.- RMSD: A 3D Real-time Mid-Level Scene Description System.- Probabilistic Active Recognition of Multiple Objects using Hough-based Geometric Matching Features.

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Ngôn ngữ Anh ● định dạng PDF ● Trang 199 ● ISBN 9783662438596 ● Kích thước tập tin 17.2 MB ● Biên tập viên Yu Sun & Aman Behal ● Nhà xuất bản Springer Berlin ● Thành phố Heidelberg ● Quốc gia DE ● Được phát hành 2014 ● Có thể tải xuống 24 tháng ● Tiền tệ EUR ● TÔI 5241012 ● Sao chép bảo vệ không có

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