The making of infrared templates is of great significance for improving the accuracy and precision of infrared imaging guidance. However, collecting infrared images from fields is difficult, of high cost, and time-consuming. In order to address this problem, an infrared image generation method, infrared generative adversarial networks, based on conditional generative adversarial networks architecture is proposed. In I-GANs, visible images instead of random noise are used as the inputs, and the D-LinkNet network is also utilized to build the generative model, (...) enabling improved learning of rich image textures and identification of dependencies between images. Moreover, the PatchGAN architecture is employed to build a discriminant model to process the high-frequency components of the images effectively and reduce the amount of calculation required. In addition, batch normalization is used to optimize the training process, and thereby, the instability and mode collapse of the generated adversarial network training can be alleviated. Finally, experimental verification is conducted on the produced infrared/visible light dataset. The experimental results reveal that high-quality and reliable infrared data are generated by the proposed I-GANs. (shrink)

At an early stage of its foundation, new China became clear about the nature of public welfare and quickly developed medical and health services, which was well received by the World Health Organization. The marketization and the reduction of input into medical and health services from the 1980s created severe adverse consequences. After the SARS' outbreak in 2003, China started to give serious consideration to its medical and health system, and to work at developing medical and health services. The new (...) healthcare reform launched in 2009 re-emphasizes fairness and public welfare, and China's achievements have been remarkable. Of course, there are still many problems to be solved in the reform, which also paves the way for increasing the reform in future. (shrink)

Bakhsh-i avval. Akhlāq-i Islāmī -- Bakhsh-i duvvum. Ādāb-i ijtimāʻī.

The purpose of this study was to examine the effect of group art therapy using traditional Chinese materials on improving the self-efficacy and social function of individuals diagnosed with schizophrenia. In China, little research has been conducted on patients to measure the effectiveness of group art therapy, especially using traditional Chinese materials. To address this research gap, 104 individuals diagnosed with schizophrenia were tested in a group art therapy program that included 30 treatment sessions and used a wide variety of (...) materials, including traditional Chinese materials, such as Chinese calligraphy, traditional Chinese painting, Chinese embroidery, and Chinese beads. The effect of art therapy was analyzed using the General Self-Efficacy Scale and Scale of Social Skills for Psychiatric Inpatients. This study demonstrates that group art therapy using traditional Chinese materials can improve self-efficacy and social function, reducing social and life function problems, and promote the recovery of individuals diagnosed with schizophrenia. (shrink)

Islamic ethics - Early works to 20th century.

This article focuses on the multidimensional construction of the multimedia network public opinion supervision mechanism, puts the research on the background of the era of big data, and based on the analysis and definition of the difference between network public opinion and network public opinion, deeply summarizes the network public opinion in the era of big data. New features analyze the opportunities and challenges faced by online public opinion in the era of big data. Based on the rational construction of (...) the index system, this paper studies the multimedia network public opinion evaluation and prediction algorithm. Existing network public opinion assessment and prediction algorithms have shortcomings in capturing the characteristics of data sequences and the long-term dependence of data sequences, and the problems of overfitting and gradient disappearance may occur during training. Because of the above problems, based on the long-term and short-term memory network model, a regularized method is used to construct a multimedia network public opinion prediction model algorithm. This paper builds a multimedia network public opinion threat rating evaluation model based on the public opinion supervision prediction model and conducts analysis. The model constructed this time can not only improve the accuracy of public opinion assessment and prediction but also better avoid the problem of gradient disappearance and overfitting. (shrink)

Historical study of philosophical movements from ancient times to 19th century.

On human values and norms, their different kinds and theories are discussed in historical perspective.

Ṣadr al-Dīn Shīrāzī, Muḥammad ibn Ibrāhīm; -1641; Islamic philosophy.

The advent of the Semantic Web and Linked Data initiative has contributed to new perspectives and opportunities regarding cultural heritage conservation. Museums have extensive collections of Chine...

The literature has widely studied the market response to the financial news or events but mainly focused on the stock market. This article associates the concept of internet news with the bond market response and attempts to examine how credit rating agencies and bond investors, two important bond participants, react to financial news on the internet with a range of multiply regressions. Our empirical study leads to several findings. First, CRAs tend to ignore the warnings of financial news on the (...) internet, whereas bond investors strongly react to such news. Second, there is an asymmetry in bond investors’ reactions to good news compared to bad news, with investors being more sensitive to bad news. Third, there is heterogeneity in the psychological reaction where bond investors do not react to the news about central state-owned enterprises but to the news about other enterprises. Finally, there is an asymmetric response driven by news timeliness that bond investors are more sensitive to the latest news articles than old ones. Overall, our study confirms the existence of psychological reactions to the financial news on the internet in China’s bond market, which has significance for keeping bond market participants from overreacting or underreacting to market news. (shrink)

The modern way of life is highly dependent upon the production of goods by industrial organizations that are in turn dependent upon their workers for their ongoing operations. Even though more than a century has passed since the dawn of the industrial revolution, many dangerous aspects of work, both physical and mental, remain in the workplace today. Using Buddhist philosophical principles, this paper suggests that although many sources of the problem reside within the larger society, the industrial engineer is still (...) a key factor in bettering work and providing a workplace suitable for their fellow workers. Drawing on these insights, we present a number of work design guidelines that industrial engineers who abide by Buddhist principles could practice to help overcome some of the many sufferings produced by modern work. (shrink)

Richard, a sixty‐seven‐year‐old man, has been admitted to Midtown University Center for difficulty breathing. He has a significant medical history that includes pulmonary fibrosis and subsequent heart failure, and he depends on supplemental oxygen to breathe. Upon admission and after discussing his prognosis with his family and doctors, Richard decided to sign a do‐not‐resuscitate order stating that if his heart stops or he stops breathing, he does not want to undergo cardiopulmonary resuscitation or other life‐sustaining measures. On his third day (...) in the hospital, the nurse practitioner who is caring for Richard notices that his breathing is becoming more labored and that his blood pressure is steadily dropping. She thinks he requires closer observation and treatment in the cardiac intensive care unit. Dr. P, the physician in the intensive care unit at the time, Dr. P does not want to accept Richard into the CICU because of his prognosis and his DNR order. He believes that Richard should be cared for on a regular hospital floor, and that the last bed in the CICU should be held for its intended user—a patient suffering a life‐threatening heart attack who requires intensive care. Should Richard be admitted to the CICU? (shrink)