Chapter 1 VIDEO ANALYTICS FOR FORCE PROTECTION
نویسندگان
چکیده
For troop and military installation protection, modern computer vision methods must be harnessed to enable a comprehensive approach to contextual awareness. In this chapter we present a collection of intelligent video technologies currently under development at the General Electric Global Research Center, which can be applied to this challenging problem. These technologies include: aerial analysis for object detection and tracking, site-wide tracking from networks of fixed video cameras, person detection from moving platforms, biometrics at a distance and facial analysis for the purposes of inferring intent. We hypothesize that a robust approach to troop protection will require the synthesis of all of these technologies into a comprehensive system of systems.
منابع مشابه
Video Analytics for Business Intelligence
This chapter focuses on various algorithms and techniques in video analytics that can be applied to the business intelligence domain. The goal is to provide the reader with an overview of the state of the art approaches in the field of video analytics, and also describe the various applications where these technologies can be applied. We describe existing algorithms for extraction and processin...
متن کاملA New Unequal Error Protection Technique Based on the Mutual Information of the MPEG-4 Video Frames over Wireless Networks
The performance of video transmission over wireless channels is limited by the channel noise. Thus many error resilience tools have been incorporated into the MPEG-4 video compression method. In addition to these tools, the unequal error protection (UEP) technique has been proposed to protect the different parts in an MPEG-4 video packet with different channel coding rates based on the rate...
متن کاملDesigning Online Learning Strategies through Analytics
The online education environment is becoming complex day-by-day. Nowadays, educational institutes are offering various types of courses online to a large number of students having a diverse background, with the flexibility of time and geography. This results in creating a large repository of online data regarding courses, students and instructors. These data may be in text, audio or video forma...
متن کاملEnhancing Video-Based Learning Experience through Smart Environments and Analytics
This paper describes the potential and promising value of smart environments and analytics on the emerging area of video-based learning. In particular, we describe the contributions presented at the International Workshop of Smart Environments and Analytics on Video-Based Learning (SE@VBL) and envision the future of this research area. SE@VBL presents the current state-ofthe-art in the design, ...
متن کاملCognitive Analytics: Going Beyond Big Data Analytics and Machine Learning
This chapter defines analytics and traces its evolution from its origin in 1988 to its current stage—cognitive analytics. We discuss types of learning and describe classes of machine learning algorithms. Given this backdrop, we propose a reference architecture for cognitive analytics and indicate ways to implement the architecture. A few cognitive analytics applications are briefly described. T...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2010