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101.
Single image super resolution (SISR) is an important research content in the
field of computer vision and image processing. With the rapid development of deep
neural networks, different image super-resolution models have emerged. Compared to
some traditional SISR methods, deep learning-based methods can complete the superresolution tasks through a single image. In addition, compared with the SISR methods
using traditional convolutional neural networks, SISR based on generative adversarial
networks (GAN) has achieved the most advanced visual performance. In this review, we
first explore the challenges faced by SISR and introduce some common datasets and
evaluation metrics. Then, we review the improved network structures and loss functions
of GAN-based perceptual SISR. Subsequently, the advantages and disadvantages of
different networks are analyzed by multiple comparative experiments. Finally, we
summarize the paper and look forward to the future development trends of GAN-based
perceptual SISR. 相似文献
102.
103.
以攀西钒钛磁铁尾矿和废玻璃为主要原料通过高温烧结法制备储水泡沫陶瓷,研究原料配比和发泡剂(SiC)添加量对材料性能的影响。结果表明:随着钒钛磁铁矿尾矿含量的增加,材料的体积密度及抗压强度逐渐增大,平均气孔孔径逐渐减小;当尾矿添加量为50 wt%,材料的体积吸水率出现极值。当SiC添加量为0.3 wt%,材料内部气孔分布均匀,平均孔径约为2.93 mm。最终以50.0 wt%的钒钛磁铁矿尾矿和50.0 wt%的废玻璃为原料,外加3.0 wt%的石英,0.3 wt%的SiC,3.0 wt%的Na3PO4,在1040℃下制得性能最优的储水泡沫陶瓷,材料的体积密度为0.26 g/cm-3、体积吸水率为56.5%和抗压强度为0.68 MPa。采用SEM、XRD等检测手段研究材料的微观形貌及物相组成,结果表明储水泡沫陶瓷内部由三维立体结构组成,有利于储存水分;材料主要物相包括硅灰石、长石、透辉石和钛铁矿。 相似文献
104.
Jian Guo Zhenhai Ning Dongyan Fu Jinrong Cheng Jianguo Chen 《International Journal of Applied Ceramic Technology》2020,17(3):1348-1353
The xBiFeO3-(1-x)Ba(Zr0.02Ti0.98)O3 + 1.0 mol% MnO2 (xBF-BZT) lead-free piezoelectric ceramics were prepared by conventional solid-state reaction method. The structure, dielectric, and piezoelectric properties were studied. X-ray diffraction (XRD) analysis showed that xBF-BZT ceramics exhibited pure perovskite structure with the coexistence of tetragonal and rhombohedral phases (0.66 ≤ x ≤ 0.74). The Curie temperature Tc, the dielectric constant εr (1 kHz), dielectric loss tanδ (1 kHz), piezoelectric constant d33, coercive field Ec (80 kV/cm), and remnant polarization Pr (80 kV/cm) of 0.7BF-0.3BZT-Mn ceramics were 491°C, 633, 0.044, 165 pC/N, 35.6 kV/cm, and 22.6 μC/cm2, respectively. The unipolar strain of 0.7BF-0.3BZT reached up to 0.20% under the electric field of 60 kV/cm, which is larger than that (0.15%) of BiFeO3–BaTiO3 ceramics. These results indicated that the xBF-BZT ceramics were promising candidates for high-temperature piezoelectric materials. 相似文献
105.
This study addresses the problem of choosing the most suitable probabilistic model selection criterion for unsupervised learning
of visual context of a dynamic scene using mixture models. A rectified Bayesian Information Criterion (BICr) and a Completed
Likelihood Akaike’s Information Criterion (CL-AIC) are formulated to estimate the optimal model order (complexity) for a given
visual scene. Both criteria are designed to overcome poor model selection by existing popular criteria when the data sample
size varies from small to large and the true mixture distribution kernel functions differ from the assumed ones. Extensive
experiments on learning visual context for dynamic scene modelling are carried out to demonstrate the effectiveness of BICr
and CL-AIC, compared to that of existing popular model selection criteria including BIC, AIC and Integrated Completed Likelihood
(ICL). Our study suggests that for learning visual context using a mixture model, BICr is the most appropriate criterion given
sparse data, while CL-AIC should be chosen given moderate or large data sample sizes. 相似文献
106.
107.
短波广播能够实现远距离和大范围的覆盖,至今仍是进行地区性、全国性及国际性广播覆盖的最好手段之一。ITU在2001年4月批准的1514建议书《30MHz以下广播频段的数字声音广播系统》,正式确定了DRM系统为全球统一的数字广播系统。在短波广播由模拟向数字化过渡的进程中,如何解决短波广播频谱短缺的问题,本文根据国家相关的频谱监测和国际短波频率协调的情况,对短波广播中4~10MHz频谱的扩展可行性进行初步分析。 相似文献
108.
109.
110.
This study was undertaken to develop a modified atmosphere package to control microbial growth in ready‐to‐eat (RTE) products stored at ambient temperature. Ethanol and/or limonene associated with modified atmosphere (CO2 : O2 : N2 = 30% : 5% : 65%) was used to inhibit the growth of total air‐borne microorganisms and Escherichia coli in RTE products stored at 25°C. The results indicated that 0.05% ethanol vapour in the headspace was effective to inhibit the growth of air‐borne microorganisms and E. coli at 25°C for 72 h in a model study, and the effectiveness was related to ethanol content. Both 73 ppm limonene and 0.05% ethanol vapour enhanced the bacteriostatic effect of modified atmosphere in RTE sushi roll products, and no off‐flavour was detected using this formulated gas; however, no significant inhibitory effect was observed for RTE cold noodle products. This study concludes that combinations of carbon dioxide, ethanol or limonene vapours are effective to inhibit microbial growth in RTE food at ambient temperature, and the outcome may be due to the hurdle effect. Copyright © 2003 John Wiley & Sons, Ltd. 相似文献