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We present a novel approach to face recognition by constructing facial identity structures across views and over time, referred to as identity surfaces, in a Kernel Discriminant Analysis (KDA) feature space. This approach is aimed at addressing three challenging problems in face recognition: modelling faces across multiple views, extracting non-linear discriminatory features, and recognising faces over time. First, a multi-view face model is designed which can be automatically fitted to face images and sequences to extract the normalised facial texture patterns. This model is capable of dealing with faces with large pose variation. Second, KDA is developed to compute the most significant non-linear basis vectors with the intention of maximising the between-class variance and minimising the within-class variance. We applied KDA to the problem of multi-view face recognition, and a significant improvement has been achieved in reliability and accuracy. Third, identity surfaces are constructed in a pose-parameterised discriminatory feature space. Dynamic face recognition is then performed by matching the object trajectory computed from a video input and model trajectories constructed on the identity surfaces. These two types of trajectories encode the spatio-temporal dynamics of moving faces. 相似文献
43.
Yijie Shen Isaac Nape Xilin Yang Xing Fu Mali Gong Darryl Naidoo Andrew Forbes 《光:科学与应用(英文版)》2021,10(5):796-805
Vector beams, non-separable in spatial mode and polarisation, have emerged as enabling tools in many diverse applications, from communication to imaging. This a... 相似文献
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Improving the precision of optical metrology by detecting fewer photons with biased weak measurement
Peng Yin Wen-Hao Zhang Liang Xu Ze-Gang Liu Wei-Feng Zhuang Lei Chen Ming Gong Yu Ma Xing-Xiang Peng Gong-Chu Li Jin-Shi Xu Zong-Quan Zhou Lijian Zhang Geng Chen Chuan-Feng Li Guang-Can Guo 《光:科学与应用(英文版)》2021,(6):1070-1077
In optical metrological protocols to measure physical quantities, it is, in principle, always beneficial to increase photon number n to improve measurement prec... 相似文献
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The formation and properties of precipitates in wrought Ni-based superalloys with different W contents during long-term exposure to high temperatures were inves... 相似文献
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岩体平巷充气降氡技术研究 总被引:2,自引:0,他引:2
提出了一种适用于破碎山体中平巷的降氡技术.该巷道中氡浓度受山体内空气渗流方向和强度的控制,渗流的机制是烟囱效应.由于山体内空气的温度基本恒定,因而密度不变,而巷道外空气密度随温度的变化而相应地变化着,这就导致了山体内外空气的失衡--夏季山体内含氡空气经裂缝流入巷道,冬季巷道外新鲜空气流入巷道后再经山体裂缝流向大气.实验表明,通过在巷道口部设置自动风门,向巷道内机械压风,形成充气状态,可以调节山体内空气的渗流方向,从而可以显著降低巷道内氡的浓度. 相似文献
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Lei Wang Xiaoqing Gong Yongqin Zhang Pengfei Xu Xiaojiang Chen Dingyi Fang Xia Zheng Jun Guo 《Multimedia Tools and Applications》2018,77(3):2973-2990
Chinese calligraphy is a unique visual art, and and is one of the material basis of China’s traditional cultural heritage. However, time had caused the old calligraphy works to weathering and damages, so it is necessary to utilize advanced technologies to protect those works. One of those technologies is digital imaging, and the obtained images by digital imaging can preserve the visual information of calligraphy works better, furthermore, they can be used in further researches. While the basic works for those researches are to extract the artistic features which include two elements, i.e., form and spirit. However, most of the existing methods only extract the form and ignore the characters’ spirit, especially they are insensitive to the slight variation in complex ink strokes. To solve these problems, this paper proposes an extraction method based on regional guided flter (RGF) with reference images, which is generated by KNN matting and used as the input image for RGF. Since RGF is sensitive to the slight variation of ink, so the detailed information of the inside of strokes can be detected better. Besides, unlike the past works, which filter the whole strokes, RGF filters the inside of strokes and edges in different windows respectively, which results in that the edges are preserved accurately. Results from a deployment of several famous Chinese calligraphy works demonstrate that our method can extract more accurate and complete form and spirit with lower error rate. 相似文献