The growing U.S. trade imbalance with China

Over the past decade, the United States has gone from enjoying a small trade surplus with China to grappling with an enormous deficit. Just to keep the gap from expanding in 1997, U.S. exports to China would need to grow at an extraordinary rate--four times as fast as Chinese exports to the United States. Despite recent gains and China's efforts at trade liberalization, growth on that order appears unlikely, and the deficit can be expected to widen in the near term.Balance of trade ; China

Free versus fair trade: the dumping issue

Trade liberalization has had little effect on the use of antidumping tariffs - tariffs imposed on imports judged by a government to be unfairly priced. As more countries resort to such tariffs, questions arise about the merits of this form of trade protection, particularly when other remedies are available to industries hurt by import competition.Tariff ; Competition ; Free trade

Vision Based Victim Detection from Unmanned Aerial Vehicles

Finding injured humans is one of the primary goals of any search and rescue operation. The aim of this paper is to address the task of automatically finding people lying on the ground in images taken from the on-board camera of an unmanned aerial vehicle (UAV). In this paper we evaluate various state-of-the-art visual people detection methods in the context of vision based victim detection from an UAV. The top performing approaches in this comparison are those that rely on flexible part-based representations and discriminatively trained part detectors. We discuss their strengths and weaknesses and demonstrate that by combining multiple models we can increase the reliability of the system. We also demonstrate that the detection performance can be substantially improved by integrating the height and pitch information provided by on-board sensors. Jointly these improvements allow us to significantly boost the detection performance over the current de-facto standard, which provides a substantial step towards making autonomous victim detection for UAVs practical