This paper presents a multisensor fusion framework for video activities recognition based on statistical reasoning and D-S evidence theory. Precisely, the framework consists in the combination of the events’ uncertainty computation with the trained database and the fusion method based on the conflict management of evidences. Our framework aims to build Multisensor fusion architecture for event ...

In this paper, we first present a general data model for discretized asynchronous multisensor systems and show that errors in the data model are correlated across sensors and with the state. This coupling renders most existing “optimal” linear fusion rules suboptimal. While our fusion rules of Part I are valid and optimal for this general model, we propose a general, exact technique to decouple...

Multisensor signal-level image fusion has attracted considerable research attention recently. Whereas it is relatively straightforward to obtain a fused image, e.g. a simple but crude method is to average the input signals, assessing the performance of fusion algorithms is much harder in practice. This is particularly true in widespread “fusion for display” applications where multisensor images...

In this paper, we first present a general data model for discretized asynchronous multisensor systems and show that errors in the data model are correlated across sensors and with the state. This coupling renders most existing “optimal” linear fusion rules suboptimal. While our fusion rules presented in [16, 15] are valid and optimal for this general model, we propose a general, exact technique...

With the advancement of modern technology and improvement level social productivity, people are paying more attention to reduction labor intensity change working environment. At same time, in order explore application multisensor fusion design operation algorithm manipulator mechanical system, we first introduced big data fusion, proposed algorithm, analyzed gradient descent method, auxiliary f...

With increased use of various new sensors in mapping such as digital cameras, multi/hyperspectral scanners, radiometers, LIDAR, SAR (IFSAR), etc; multisensor data fusion has become an extremely crucial task of spatial data processing. One of the key aspects of integrating various data types is data geo-referencing. Direct platform orientation provides an efficient tool for geo-referencing at th...