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991.
Yanyun Jiang Yuanjie Zheng Xiaodan Sui Wanzhen Jiao Yunlong He Weikuan Jia 《计算机系统科学与工程》2021,36(3):537-549
Multispectral imaging (MSI) technique is often used to capture images of the fundus by illuminating it with different wavelengths of light. However, these images are taken at different points in time such that eyeball movements can cause misalignment between consecutive images. The multispectral image sequence reveals important information in the form of retinal and choroidal blood vessel maps, which can help ophthalmologists to analyze the morphology of these blood vessels in detail. This in turn can lead to a high diagnostic accuracy of several diseases. In this paper, we propose a novel semi-supervised end-to-end deep learning framework called “Adversarial Segmentation and Registration Nets” (ASRNet) for the simultaneous estimation of the blood vessel segmentation and the registration of multispectral images via an adversarial learning process. ASRNet consists of two subnetworks: (i) A segmentation module S that fulfills the blood vessel segmentation task, and (ii) A registration module R that estimates the spatial correspondence of an image pair. Based on the segmention-driven registration network, we train the segmentation network using a semi-supervised adversarial learning strategy. Our experimental results show that the proposed ASRNet can achieve state-of-the-art accuracy in segmentation and registration tasks performed with real MSI datasets. 相似文献
992.
The Journal of Supercomputing - For sophisticated applications, engineers should always consider multi-objective, multi-task or multi-modal problems, especially in the Internet of Things, such as... 相似文献
993.
Gao Fang Jia Xiaofeng Zhao Zhiyun Chen Chih-Cheng Xu Feng Geng Zhe Song Xiaotong 《Microsystem Technologies》2021,27(4):1545-1557
Microsystem Technologies - Artificial intelligence (AI), together with its applications, has received world-wide attentions and is expected to exert force on the development of global economy and... 相似文献
994.
This paper extends the quadrature method to price exotic options under jump-diffusion models. We compute the transition density of jump-extended models using convolution integrals. Furthermore, a simpler and more efficient lattice grid is introduced to implement the recursion more directly in matrix form. It can be shown that a lot of running time can be saved. At last, we apply the developed approach to the different jump-extended models to demonstrate its universality and provide a detailed comparison for the discrete path-dependent options to demonstrate its advantages in terms of speed and accuracy.
相似文献995.
996.
针对现有密码体制中只有密钥不确定的特点,文章提出了多重不确定密码体制的概念,指出了可能实现的一些途径。文章分析了其优势,指出这类密码体制在大大增强安全性的同时,其可能带来的运算量的增加是可以忽略的。 相似文献
997.
赛博空间态势感知技术研究 总被引:1,自引:0,他引:1
文章从赛博空间的概念和态势感知的流程出发,构建赛博空间态势感知框架,以安全栓测和安全事件分析技术为支撑,提出多层次多角度的态势评估模型,在此基础上使用时间序列分析方法预测安全态势的发展趋势。 相似文献
998.
Radio frequency identification (RFID) tag delegation enables a centralized back-end server to delegate the right to identify
and authenticate a tag to specified readers. This should be used to mitigate the computational load on the server side and
also to solve the issues in terms of latency and dependency on network connectivity. In this study, we describe a basic RFID
delegation architecture and then under this model, we investigate the security of an RFID delegation protocol: Song Mitchell
delegation (SMD), which is recently proposed by Song and Mitchell. We point out security flaws that have gone unnoticed in
the design and present two attacks namely, a tag impersonation attack and a desynchronization attack against it. We also discover
a subtle flaw by which a delegated entity can still keep its delegation rights after the expire of them—this infringes security
policy of the scheme. More precisely, we show that the protocol will be still vulnerable to previously mentioned attacks,
even if the back-end server ends the delegation right of a delegated reader and update the secrets of the delegated tags.
To counteract such flaws, we improve the SMD protocol with a stateful variant so that it provides the claimed security properties. 相似文献
999.
文章对数字版权保护提出了新的分类方法,并且进行了相应的分析,同时指出了数字产品版权保护所面临的威胁,并提出了相应的对策,建议提高版权保护软件的复杂性和稳健性以防止对版权保护软件本身的篡改和反汇编。 相似文献
1000.
Tomás Sánchez López Damith C. Ranasinghe Mark Harrison Duncan McFarlane 《Personal and Ubiquitous Computing》2012,16(3):291-308
The Internet of Things (IoT) concept is being widely presented as the next revolution toward massively distributed information,
where any real-world object can automatically participate in the Internet and thus be globally discovered and queried. Despite
the consensus on the great potential of the concept and the significant progress in a number of enabling technologies, there
is a general lack of an integrated vision on how to realize it. This paper examines the technologies that will be fundamental
for realizing the IoT and proposes an architecture that integrates them into a single platform. The architecture introduces
the use of the Smart Object framework to encapsulate radio-frequency identification (RFID), sensor technologies, embedded
object logic, object ad-hoc networking, and Internet-based information infrastructure. We evaluate the architecture against
a number of energy-based performance measures, and also show that it outperforms existing industry standards in metrics such
as network throughput, delivery ratio, or routing distance. Finally, we demonstrate the feasibility and flexibility of the
architecture by detailing an implementation using Wireless Sensor Networks and Web Services, and describe a prototype for
the real-time monitoring of goods flowing through a supply chain. 相似文献