Information Fusion: A High-Level Architecture Overview

نویسنده

  • John Salerno
چکیده

Over the past decade the term Fusion has become synonymous with tactical or battle space awareness after hostilities have begun. As such, work has concentrated on object identification, tracking algorithms and the use of multiple sources for reducing uncertainty and maximizing coverage. As more situations unfold throughout the world, smart strategic decisions must be made before deployment of our limited assets. In order to assess adversarial intent and possible strategic impact, we need to enlarge the present scope of fusion to take into account strategic situation awareness and what information technology can be provided to support it. By doing so, the sooner a situation can be understood in its full context, the more options that become available and the more thoroughly its criticality can be evaluated.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Data Fusion Strategies in Advanced Driver Assistance Systems

Data fusion plays a central role in more and more automotive applications, especially for driver assistance systems. On the one hand the process of data fusion combines data and information to estimate or predict states of observed objects. On the other hand data fusion introduces abstraction layers for data description and allows building more flexible and modular systems. The data fusion proc...

متن کامل

Urban Vegetation Recognition Based on the Decision Level Fusion of Hyperspectral and Lidar Data

Introduction: Information about vegetation cover and their health has always been interesting to ecologists due to its importance in terms of habitat, energy production and other important characteristics of plants on the earth planet. Nowadays, developments in remote sensing technologies caused more remotely sensed data accessible to researchers. The combination of these data improves the obje...

متن کامل

Fusion of Dependent and Independent Biometric Information Sources

In this report, an overview of information fusion techniques for dependent and independent sources, specifically for biometric applications, is provided. The information fusion architecture is presented for both dependent and independent sources addressing in detail the various fusion techniques at four different levels namely: raw data or signal level, feature level, decision level and multi-l...

متن کامل

The Federation of Critical Infrastructure Information via Publish-Subscribe Enabled Multisensor Data Fusion

The art and science of multisensor data fusion is the emerging foundation for the development of next generation network-centric decision support systems, including critical infrastructure protection. These challenging technical objectives require the cooperative signal processing of a federation of critical infrastructures. Publish-subscribe architectures provide process-to-process messaging i...

متن کامل

An efficient method for cloud detection based on the feature-level fusion of Landsat-8 OLI spectral bands in deep convolutional neural network

Cloud segmentation is a critical pre-processing step for any multi-spectral satellite image application. In particular, disaster-related applications e.g., flood monitoring or rapid damage mapping, which are highly time and data-critical, require methods that produce accurate cloud masks in a short time while being able to adapt to large variations in the target domain (induced by atmospheric c...

متن کامل

ذخیره 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 2002