| 書(shū)目名稱 | Camera Networks | | 副標(biāo)題 | The Acquisition and | | 編輯 | Amit K. Roy-Chowdhury,Bi Song | | 視頻video | http://file.papertrans.cn/221/220954/220954.mp4 | | 叢書(shū)名稱 | Synthesis Lectures on Computer Vision | | 圖書(shū)封面 |  | | 描述 | As networks of video cameras are installed in many applications like security and surveillance, environmental monitoring, disaster response, and assisted living facilities, among others, image understanding in camera networks is becoming an important area of research and technology development. There are many challenges that need to be addressed in the process. Some of them are listed below: - Traditional computer vision challenges in tracking and recognition, robustness to pose, illumination, occlusion, clutter, recognition of objects, and activities; - Aggregating local information for wide area scene understanding, like obtaining stable, long-term tracks of objects; - Positioning of the cameras and dynamic control of pan-tilt-zoom (PTZ) cameras for optimal sensing; - Distributed processing and scene analysis algorithms; - Resource constraints imposed by different applications like security and surveillance, environmental monitoring, disaster response, assisted living facilities, etc. In this book, we focus on the basic research problems in camera networks, review the current state-of-the-art and present a detailed description of some of the recently developed methodologies. The | | 出版日期 | Book 2012 | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-01811-4 | | isbn_softcover | 978-3-031-00683-8 | | isbn_ebook | 978-3-031-01811-4Series ISSN 2153-1056 Series E-ISSN 2153-1064 | | issn_series | 2153-1056 | | copyright | Springer Nature Switzerland AG 2012 |
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