书目名称 | VOCUS: A Visual Attention System for Object Detection and Goal-Directed Search |
编辑 | Simone Frintrop |
视频video | http://file.papertrans.cn/981/980159/980159.mp4 |
丛书名称 | Lecture Notes in Computer Science |
图书封面 |  |
描述 | .Object detection and recognition is a topic of significant interest in computer and robot vision. It is required in most applications of computational vision, for example, biometric systems, medical imaging, intelligent cars, factory automation, and image databases...One of the major challenges in designing object recognition systems is to construct methods that are fast and capable of operating on standard computer platforms. The more developed such systems become, the more urgent becomes the need for a pre-selection system that enables subsequent processing to focus only on relevant data. One mechanism to achieve this is visual attention: it selects regions in a visual scene that are most likely to contain objects of interest. The field of visual attention is currently the focus of much research for both biological and artificial systems...This monograph presents a complete computational system for visual attention and object detection: VOCUS (Visual Object detection with a CompUtational attention System) is a system capable of automatically selecting regions of interest in images and detecting specific objects. It represents a major step forward on integrating data-driven and m |
出版日期 | Book 2006 |
关键词 | artificial intelligence; automation; biologically motivated systems; classification; cognition; cognitive |
版次 | 1 |
doi | https://doi.org/10.1007/11682110 |
isbn_softcover | 978-3-540-32759-2 |
isbn_ebook | 978-3-540-32760-8Series ISSN 0302-9743 Series E-ISSN 1611-3349 |
issn_series | 0302-9743 |
copyright | Springer-Verlag Berlin Heidelberg 2006 |