Through ten years’ rising and fallingdevelopment, Chinese villa industry hasentered into a new stage of development. Atpresent, the two favorable conditions ofWTO entry and 2008 Olympics in Beijingare energetically s...Through ten years’ rising and fallingdevelopment, Chinese villa industry hasentered into a new stage of development. Atpresent, the two favorable conditions ofWTO entry and 2008 Olympics in Beijingare energetically spurring China’s economicdevelopment. The development enterprises,main body of real estate market, have had akeen sense of smelling the commercialopportunities. Since 2001, the items ofconstructing villas have been established orstarted again in Beijing, Shanghai,Guangzhou and other large cities. Someinstitutions predicted boldly, from 2002展开更多
Classifier learning methods commonly assume that the training data and the testing data are drawn from the same underlying distribution. However, in many practical situations, this assumption is violated. One examp...Classifier learning methods commonly assume that the training data and the testing data are drawn from the same underlying distribution. However, in many practical situations, this assumption is violated. One example is the practical action videos with complex background and the universal human action databases of Kangliga Tekniska Hogskolan （KTH）. When training data are very scarce, supervised learning is difficult. However, it will cost lots of human and material resources to establish a labeled video set which includes a large amount of videos with complex backgrounds. In this paper, we propose an action recognition framework which uses transfer boosting learning algorithm. By using this algorithm, we can train an action recognition model fitting for most practical situations just relaying on the universal action video dataset and a tiny set of action videos with complex background. And the experiment results show that the performance is improved.展开更多
4.2 Inter-Civilizational Exchanges and Mutual Learning 4.2.1 The two sides believe that at a time when the future of all countries are closely linked,inclusiveness,coexistence,exchanges and mutual learning among diffe...4.2 Inter-Civilizational Exchanges and Mutual Learning 4.2.1 The two sides believe that at a time when the future of all countries are closely linked,inclusiveness,coexistence,exchanges and mutual learning among different civilizations play an irreplaceable role in advancing the modernization of human society and in promoting cultural diversity.展开更多
文摘Through ten years’ rising and fallingdevelopment, Chinese villa industry hasentered into a new stage of development. Atpresent, the two favorable conditions ofWTO entry and 2008 Olympics in Beijingare energetically spurring China’s economicdevelopment. The development enterprises,main body of real estate market, have had akeen sense of smelling the commercialopportunities. Since 2001, the items ofconstructing villas have been established orstarted again in Beijing, Shanghai,Guangzhou and other large cities. Someinstitutions predicted boldly, from 2002
基金National Natural Science Foundation of China ( No.60873179)Shenzhen Municipal Science and Technology Planning Program for Basic Research, China ( No. JC200903180630A)Research Fund for the Doctoral Program of Higher Education of China (No.20090121110032)
文摘Classifier learning methods commonly assume that the training data and the testing data are drawn from the same underlying distribution. However, in many practical situations, this assumption is violated. One example is the practical action videos with complex background and the universal human action databases of Kangliga Tekniska Hogskolan （KTH）. When training data are very scarce, supervised learning is difficult. However, it will cost lots of human and material resources to establish a labeled video set which includes a large amount of videos with complex backgrounds. In this paper, we propose an action recognition framework which uses transfer boosting learning algorithm. By using this algorithm, we can train an action recognition model fitting for most practical situations just relaying on the universal action video dataset and a tiny set of action videos with complex background. And the experiment results show that the performance is improved.
文摘4.2 Inter-Civilizational Exchanges and Mutual Learning 4.2.1 The two sides believe that at a time when the future of all countries are closely linked,inclusiveness,coexistence,exchanges and mutual learning among different civilizations play an irreplaceable role in advancing the modernization of human society and in promoting cultural diversity.
