All Weather Robot Vision
Author | : Jiandong Tian |
Publisher | : |
Total Pages | : 0 |
Release | : 2022 |
ISBN-10 | : 9811664307 |
ISBN-13 | : 9789811664304 |
Rating | : 4/5 (304 Downloads) |
Download or read book All Weather Robot Vision written by Jiandong Tian and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complex illumination and meteorological conditions can significantly limit the robustness of robotic vision systems. This book focuses on image pre-processing for robot vision in complex illumination and dynamic weather conditions. It systematically covers cutting-edge models and algorithms, approaching them from a novel viewpoint based on studying the atmospheric physics and imaging mechanism. It provides valuable insights and practical methods such as illumination calculations, scattering modeling, shadow/highlight detection and removal, intrinsic image derivation, and rain/snow/fog removal technologies that will enable robots to be effective in diverse lighting and weather conditions, i.e., ensure their all-weather operating capacity. As such, the book offers a valuable resource for researchers, graduate students and engineers in the fields of robot engineering and computer science. .