基于部件模型的无人机系统小样本车辆目标识别方法

对地目标检测与识别是无人机系统典型任务之一,但受限于任务特殊性,往往难以获取足够的目标样本数据以实现高可靠的目标识别.为此,结合人的认知特性,提出一种基于部件模型的小样本车辆目标识别方法,可有效提高无人机感知能力.采用视觉显著性检测与物体性检测相结合的检测方法,提取目标可能区域;采用基于图论的GrabCut方法与最大类...     

Systems failure: the US way of irregular warfare

ABSTRACT

Since 9/11, the United States has achieved notable gains against al Qaeda, and also Islamic State (IS), all while avoiding another mass-casualty attack at home. Yet, institutionally, culturally, and in its capabilities, the US government remains seriously ill-equipped for the task of countering irregular threats. Partly as a result, Islamist extremism shows no sign of being defeated, having instead metastasized since 9/11 and spread. Why, given the importance accorded to counterterrorism, has the US approach remained inadequate? What is impeding more fundamental reforms? The article evaluates the United States’ way of irregular warfare: its troubled engagement with counterinsurgency and its problematic search for lower cost and lower risk ways of combating terrorism. It suggests needed reforms but acknowledges also the unlikelihood of change.     

Fighting a Just War in the Midst of an Unreasonable International Strife: World War I and the Collapse of the Central European System of the Triple Imperial Dominion

ABSTRACT

This article constitutes an attempt to demonstrate the complexity of factors affecting the legitimate acquisition and reasonable exercise by a political community of the right to war as specified in the just war criteria of jus ad bellum. To achieve this purpose, a brief analysis is presented of the intentional participation in World War I of thousands of Polish volunteers forming military units deployed by the Central Powers on the Austrian-Russian front. Considered in light of the standard principles of just war, the military enterprise of the Polish Legions, as they were called, turns out to be a paradoxical instance of warfare which, while being part of a state-to-state aggression, must be deemed compliant with all the principles in question. As a means of explaining this paradox, a modification of the concept of justified intervention is proposed, embracing military efforts aimed at the ultimate defeat of all the (unjustly) warring parties operating within a given territory. In consonance with the classic just war approach, it is also argued that the justification for such an intervention is essentially dependent on its being initiated by, or attributable to, an unquestionable state agent acting in defence of the state’s basic prerogatives.     

Rethinking strategic culture: A computational (social science) discursive-institutionalist approach

ABSTRACT

The strategic culture approach has been suffering from a prolonged theoretical stalemate, despite a surge in case studies, which culminated in the Johnston-Gray debate and subsequent schism. The present paper outlines a new approach designed to overcome this deadlock, and consists of three arguments. First, the three previous generations of strategic culture studies have failed to explain how strategic culture influences behaviour. Second, aligning strategic culture theory-building with discursive institutionalism offers a way to overcome this fundamental fallacy. Third, a research programme for strategic culture should draw on computational social science to enable it to present and test middle-range theories.