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RNPC-net:Automatic recognition and mapping of weathering degree and groundwater condition of tunnel faces
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作者 Xiang Wu Fengyan Wang +4 位作者 Jianping Chen Mingchang Wang Lina Cheng Chengyao Zhang Junke Xu 《Journal of Rock Mechanics and Geotechnical Engineering》 2026年第2期1138-1159,共22页
Accurate and rapid recognition of weathering degree(WD)and groundwater condition(GC)is essential for evaluating rock mass quality and conducting stability analyses in underground engineering.Conventional WD and GC rec... Accurate and rapid recognition of weathering degree(WD)and groundwater condition(GC)is essential for evaluating rock mass quality and conducting stability analyses in underground engineering.Conventional WD and GC recognition methods often rely on subjective evaluation by field experts,supplemented by field sampling and laboratory testing.These methods are frequently complex and timeconsuming,making it challenging to meet the rapidly evolving demands of underground engineering.Therefore,this study proposes a rock non-geometric parameter classification network(RNPC-net)to rapidly achieve the recognition and mapping ofWD and GC of tunnel faces.The hybrid feature extraction module(HFEM)in RNPC-net can fully extract,fuse,and utilize multi-scale features of images,enhancing the network's classification performance.Moreover,the designed adaptive weighting auxiliary classifier(AC)helps the network learn features more efficiently.Experimental results show that RNPC-net achieved classification accuracies of 0.8756 and 0.8710 for WD and GC,respectively,representing an improvement of approximately 2%e10%compared to other methods.Both quantitative and qualitative experiments confirm the effectiveness and superiority of RNPC-net.Furthermore,for WD and GC mapping,RNPC-net outperformed other methods by achieving the highest mean intersection over union(mIOU)across most tunnel faces.The mapping results closely align with measurements provided by field experts.The application of WD and GC mapping results to the rock mass rating(RMR)system achieved a transition from conventional qualitative to quantitative evaluation.This advancement enables more accurate and reliable rock mass quality evaluations,particularly under critical conditions of RMR. 展开更多
关键词 Tunnel face Weathering degree Groundwater condition RNPC-net Hybrid feature extraction module Recognition and mapping
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A Survey of GAN-Generated Fake Faces Detection Method Based on Deep Learning 被引量:1
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作者 Xin Liu Xiao Chen 《Journal of Information Hiding and Privacy Protection》 2020年第2期87-94,共8页
In recent years,with the rapid growth of generative adversarial networks(GANs),a photo-realistic face can be easily generated from a random vector.Moreover,the faces generated by advanced GANs are very realistic.It is... In recent years,with the rapid growth of generative adversarial networks(GANs),a photo-realistic face can be easily generated from a random vector.Moreover,the faces generated by advanced GANs are very realistic.It is reasonable to acknowledge that even a well-trained viewer has difficulties to distinguish artificial from real faces.Therefore,detecting the face generated by GANs is a necessary work.This paper mainly introduces some methods to detect GAN-generated fake faces,and analyzes the advantages and disadvantages of these models based on the network structure and evaluation indexes,and the results obtained in the respective data sets.On this basis,the challenges faced in this field and future research directions are discussed. 展开更多
关键词 Generative adversarial networks fake faces detection deep learning
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Co-enhancement of doped N and oxygen vacancies on the photocatalytic performance of ceria:Mechanism and influence of crystal faces
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作者 WANG Fan LI Jun-qi +3 位作者 MURALI Arun CHEN Chao-yi ZHANG Wei LAN Yuan-pei 《Journal of Central South University》 2025年第6期2129-2147,共19页
Nitrogen doping has significant effects on the photocatalytic performance of ceria(CeO_(2)),and the possible synergistic effect with the inevitably introduced abundant oxygen vacancies(OVs)is of great significance for... Nitrogen doping has significant effects on the photocatalytic performance of ceria(CeO_(2)),and the possible synergistic effect with the inevitably introduced abundant oxygen vacancies(OVs)is of great significance for further investigation,and the specifically exposed crystal faces of CeO_(2)may have an impact on the performance of nitrogen doped CeO_(2).Herein,nitrogen-doped CeO_(2)with different morphologies and exposed crystal faces was prepared,and its performances in the photocatalytic degradation of tetracycline(TC)or hydrogen production via water splitting were evaluated.Density functional theory(DFT)was used to simulate the band structures,density of states,and oxygen defect properties of different CeO_(2)structures.It was found that nitrogen doping and OVs synergistically promoted the catalytic activity of nitrogen-doped CeO_(2).In addition,the exposed crystal faces of CeO_(2)have significant effects on the introduction of nitrogen and the ease of OV generation,as well as the synergistic effect of nitrogen doping with OVs.Among them,the rod-like nitrogen-doped CeO_(2)with exposed(110)face(R-CeO_(2)-NH_(3))showed a photocatalytic degradation ratio of 73.59%for TC and hydrogen production of 156.89μmol/g,outperforming other prepared photocatalysts. 展开更多
关键词 nitrogen doping CeO 2 oxygen vacancies synergistic effect crystal faces PHOTOCATALYSIS
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A Comprehensive Review of Face Detection Techniques for Occluded Faces:Methods,Datasets,and Open Challenges
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作者 Thaer Thaher Majdi Mafarja +2 位作者 Muhammed Saffarini Abdul Hakim H.M.Mohamed Ayman A.El-Saleh 《Computer Modeling in Engineering & Sciences》 2025年第6期2615-2673,共59页
Detecting faces under occlusion remains a significant challenge in computer vision due to variations caused by masks,sunglasses,and other obstructions.Addressing this issue is crucial for applications such as surveill... Detecting faces under occlusion remains a significant challenge in computer vision due to variations caused by masks,sunglasses,and other obstructions.Addressing this issue is crucial for applications such as surveillance,biometric authentication,and human-computer interaction.This paper provides a comprehensive review of face detection techniques developed to handle occluded faces.Studies are categorized into four main approaches:feature-based,machine learning-based,deep learning-based,and hybrid methods.We analyzed state-of-the-art studies within each category,examining their methodologies,strengths,and limitations based on widely used benchmark datasets,highlighting their adaptability to partial and severe occlusions.The review also identifies key challenges,including dataset diversity,model generalization,and computational efficiency.Our findings reveal that deep learning methods dominate recent studies,benefiting from their ability to extract hierarchical features and handle complex occlusion patterns.More recently,researchers have increasingly explored Transformer-based architectures,such as Vision Transformer(ViT)and Swin Transformer,to further improve detection robustness under challenging occlusion scenarios.In addition,hybrid approaches,which aim to combine traditional andmodern techniques,are emerging as a promising direction for improving robustness.This review provides valuable insights for researchers aiming to develop more robust face detection systems and for practitioners seeking to deploy reliable solutions in real-world,occlusionprone environments.Further improvements and the proposal of broader datasets are required to developmore scalable,robust,and efficient models that can handle complex occlusions in real-world scenarios. 展开更多
关键词 Occluded face detection feature-based deep learning machine learning hybrid approaches datasets
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一种基于分区操作系统的FACE架构I/O服务设计方法
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作者 王婷 吴楠 +2 位作者 雷煜靓 刘思琦 王丹丹 《现代信息科技》 2026年第4期93-98,共6页
在日益复杂的航空电子应用场景中,越来越多的航电系统参考FACE(Future Airborne Capability Environment)技术标准来完成系统设计,以期通过分段结构和标准化接口实现软件解耦、最大化可移植组件段(Portable Components Segment,PCS)组... 在日益复杂的航空电子应用场景中,越来越多的航电系统参考FACE(Future Airborne Capability Environment)技术标准来完成系统设计,以期通过分段结构和标准化接口实现软件解耦、最大化可移植组件段(Portable Components Segment,PCS)组件的复用性和互操作性。此外,航电系统涉及大量不同类型、不同接入接口的外部设备,为了提升特定平台服务段(Platform-Specific Services Segment,PSSS)组件的可移植性,输入输出服务段(I/O Services Segment,IOSS)提供了多种类型接口的标准API。基于原某机载显示系统,文章对其进行软件架构重构,以满足FACE技术标准,并选取了最基本的RS232串口作为外设接口,提出了一种基于ARINC653分区操作系统的IOSS设计方法,通过测试验证了该设计方法在机载显示系统中应用的可行性。 展开更多
关键词 face IOSS 机载显示系统 ARINC653
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面向FACE的机载软件数据交互建模工具
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作者 吴晓葵 彭寒 +2 位作者 张晓丽 景月娟 程传旭 《计算机与现代化》 2026年第2期69-75,共7页
设计并实现一种面向未来机载能力环境(FACE)的机载软件数据交互建模工具,以应对传统机载软件开发中存在的复杂性、高成本和长周期问题。通过采用模型驱动开发(MDD)技术,结合统一建模语言(UML),本文以统一建模环境(GME)为核心设计建模工... 设计并实现一种面向未来机载能力环境(FACE)的机载软件数据交互建模工具,以应对传统机载软件开发中存在的复杂性、高成本和长周期问题。通过采用模型驱动开发(MDD)技术,结合统一建模语言(UML),本文以统一建模环境(GME)为核心设计建模工具,依据FACE标准进行设计。通过对数据结构的共性及特性分析,分别从运行视角、逻辑/功能视角、物理视角对抽象的数据元素进行约束和细化,并通过可移植单元对数据交互接口进行设计,实现一套包含概念数据元模型、逻辑数据元模型、平台数据元模型和可移植单元数据元模型的完整数据交互建模框架。应用验证表明该工具能够有效提升机载软件数据架构的开发效率,降低开发成本,并支持安全、易拓展的机载软件数据架构开发。 展开更多
关键词 模型驱动开发 可视化建模 face 建模语言 机载软件
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Face-Saving Strategies in the Chinese Context:A Case Study of Post-match Interviews With Table Tennis Athletes
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作者 WANG Wenjing ZHI Yuying 《Journal of Literature and Art Studies》 2026年第1期31-35,共5页
Post-match interview is a medium for athletes to showcase their impressions.This paper focus on the discourse of a post-match interview by Chinese athletes in the sport of table tennis at the 2024 Paris Olympics using... Post-match interview is a medium for athletes to showcase their impressions.This paper focus on the discourse of a post-match interview by Chinese athletes in the sport of table tennis at the 2024 Paris Olympics using the face-saving theory as the main framework introduced by Brown and Levinson(1987).In addition,theoretical extensions(Gu,1990;Mao,1994;Gao,1996)are also used to explain conceptions of face in the Chinese context.This study adopts a qualitative case study approach to investigating how athletes construct and maintain their face.It specifically analyzes the positive face,negative face,and redressive strategies.The findings indicate that Chinese athletes commonly adopt strategies such as emphasizing collective honor,humor,and indirect expressions to address face issues.These strategies are related to the collectivist values that are embedded in Chinese culture.This study extends the application of face theory to the under-explored domain of sports discourse and offers insights for future studies in sports communication and intercultural pragmatics. 展开更多
关键词 face-saving theory post-match interview positive face negative face
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Infrared Thermography Study of Thermal Footprints Generated by Ordinary and Extraordinary Respiratory Activities in Persons Wearing Face Masks
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作者 Luca Giammichele Valerio D’Alessandro +1 位作者 Matteo Falone Renato Ricci 《Frontiers in Heat and Mass Transfer》 2026年第1期375-390,共16页
The airborne diffusion of saliva droplets during respiratory activities is one of the major factors in the spread of infections.During the COVID-19 pandemic,the use of protective face masks was essential to reduce the... The airborne diffusion of saliva droplets during respiratory activities is one of the major factors in the spread of infections.During the COVID-19 pandemic,the use of protective face masks was essential to reduce the risk of infection and spread of SARS-CoV-2.The face mask is able to significantly reduce the saliva droplet emission in front of the person.However,the use of masks also produces a particle leakage towards the back of the person,which could increase the infection risk of people behind the subject.Most of the experimental investigations applied invasive and/or complex experimental techniques to evaluate the face masks leakage.The primary objective of this study is to develop a novel,non-invasive methodology for assessing rearward droplet emission associated with the use of protective face masks.Specifically,a thermographic analysis of the thermal footprint released during ordinary and extraordinary respiratory activities is presented,evaluating the maximum temperature,the detection time,and the spread area of the thermal footprint.Both surgical and FFP2 face masks were tested.Two different subjects were involved in the experimentation to evaluate the influence of face conformation.The findings indicate that the area influenced by droplet dispersion is larger when wearing a surgical mask compared to an FFP2 mask,with the highest recorded temperatures observed for the surgical mask.The thermal footprint was found to be strongly dependent on individual facial morphology and mask fit.Notably,the FFP2 mask also altered the position of the thermal footprint,which was primarily confined to the region near the neck. 展开更多
关键词 Infrared thermography SARS-CoV-2 face mask thermal footprint
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An innovative design driven by contact performances for skiving of spur face gear drive with single cutter
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作者 TANG Zhong-wei ZHOU Yuan-sheng +4 位作者 MO Shuai TANG Jin-yuan MA Chi ZHANG Wu-ji HE Hai-yu 《Journal of Central South University》 2026年第1期175-188,共14页
This study develops a contact performance-driven method for skiving face gear drives using a single cutter,eliminating the traditional need for separate cutters to reduce production costs and time.First,the mathematic... This study develops a contact performance-driven method for skiving face gear drives using a single cutter,eliminating the traditional need for separate cutters to reduce production costs and time.First,the mathematical models of the tooth flanks for the face gear drives are established based on the gear skiving processes.Then,load tooth contact analysis(LTCA)model is established to calculate the contact performance data.Next,a two-stage optimization model is employed to determine the optimal parameters of the cutting edge with improved contact performances.The effectiveness of this method is validated through simulations and rolling tests.Compared with the traditional method,the proposed method can machine both the face gear and its mating pinion with a single cutter.Simulation results show that the proposed method avoids tooth surface edge contact,with the maximum tooth surface contact stress reduced by 31.7%,the contact ratio decreases by 21.5%,and the transmission error increases by 22.3%.Rolling tests verify the consistency of tooth surface contact patterns between simulations and experiments.The proposed method provides a reference for the cutting edge design of skiving cutters for face gear pairs. 展开更多
关键词 face gear drives gear skiving load tooth contact analysis contact performances cutter design
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Experimental and theoretical investigation of face failure and ground collapse during slurry pressure-balanced shield tunneling in saturated sand
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作者 Mengzhe Huo Weizhong Chen +3 位作者 Jingqiang Yuan Yunfa Li Yubiao Liu Qun Sui 《Journal of Rock Mechanics and Geotechnical Engineering》 2026年第2期1320-1336,共17页
Shield tunneling in saturated ground poses challenges due to the potential risk of ground collapse resulting from seepage force and inadequate support pressure.This study employed a laboratory model test and a theoret... Shield tunneling in saturated ground poses challenges due to the potential risk of ground collapse resulting from seepage force and inadequate support pressure.This study employed a laboratory model test and a theoretical validation to elucidate the mechanisms of face failure and subsequent ground collapse in saturated ground during slurry pressure-balanced shield(SPBS)tunneling operations.A slurry circulation system was developed to ensure steady shield tunneling and to replicate the phenomena of ground collapse.Investigations into shield tunneling parameters and ground responses,including soil pressure,pore water pressure,and surface subsidence,were conducted to understand the mechanisms of face failure and subsequent ground collapse.The theoretical solution for the critical collapse pressure of the tunnel face,based on the rotational failure mechanism,was validated through the comparison with the experimentally determined critical collapse pressure.The results indicate that:(1)appropriate adjustments of tunneling parameters are crucial for promoting filtercake formation,maintaining chamber pressure,and minimizing ground subsidence;(2)chamber pressure,soil pressure,pore water pressure,and ground subsidence are closely correlated with shield tunneling parameters and the formation of filter cake;(3)ground collapse follows a continuous failure mode due to the destruction of filtercake and the decrease in chamber pressure;(4)the soil pressure at the cutterhead is more sensitive to disturbances from shield tunneling than chamber pressure;and(5)experimentally determined critical collapse pressures is consistent with the theoretical solution of limit analysis. 展开更多
关键词 Slurry shield model test Saturated sand Ground collapse Tunnel face stability Rotational failure mechanism
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Microseismic characteristics and settlement analysis of concrete face rockfilldams on deep overburden layers during the fillingprocess
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作者 Haoyu Mao Nuwen Xu +5 位作者 Peiwei Xiao Guo Liao Feng Gao Xiang Zhou Xinchao Ding Biao Li 《Journal of Rock Mechanics and Geotechnical Engineering》 2026年第2期1034-1048,共15页
Many hydropower projects have been constructed in Southwest China with the strategic goal of achieving carbon neutrality.Most of these hydropower projects utilize concrete face rockfilldams(CFRDs)built on a deep overb... Many hydropower projects have been constructed in Southwest China with the strategic goal of achieving carbon neutrality.Most of these hydropower projects utilize concrete face rockfilldams(CFRDs)built on a deep overburden layer.The deep overburden layer causes uneven settlement between the overburden layer and the dam,which poses a serious threat to the safety of both the construction and operation of the dam.In this study,microseismic(MS)monitoring technology was employed for the firsttime in the fieldof dam fillingengineering,allowing for the real-time monitoring of microfracture in the bedrock during dam construction.The time-frequency analysis method was used to summarize the MS waveform characteristics induced by dam filling.The fracture mechanism of bedrock was revealed,and the relationships among slope deformation,dam settlement,and MS activity were analyzed.The following research results have been obtained.The MS signal induced by dam fillinghas low energy and amplitude,short duration,and high frequency.The fracture of the bedrock was mainly shear failure.MS monitoring can predict deformation during blasting excavation and capture the large settlement that may occur during dam fillingin advance.Research findingshave demonstrated the significantapplication value of MS monitoring technology in predicting the risk of dam settlement and provide a reference for similar projects. 展开更多
关键词 Concrete face rockfilldam(CFRD) Deep overburden layer SETTLEMENT Microseismic(MS)monitoring Dam filling
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基于γ变换的Weber-Faces的人脸识别方法 被引量:2
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作者 杨超 伍世虔 方红萍 《计算机应用与软件》 北大核心 2018年第12期174-178,共5页
光照变化对单样本人脸识别的效果影响巨大。对于光照问题,Weber-Faces的局部光照相同的假设在光照突变下不是非常严谨。为了消除光照影响,提高人脸识别率,针对这一假设问题,提出一种基于γ变换的Weber-Faces光照归一化方法。通过γ变换... 光照变化对单样本人脸识别的效果影响巨大。对于光照问题,Weber-Faces的局部光照相同的假设在光照突变下不是非常严谨。为了消除光照影响,提高人脸识别率,针对这一假设问题,提出一种基于γ变换的Weber-Faces光照归一化方法。通过γ变换有效改善人脸图像的光照条件,达到局部光照均匀化的目的,使得局部光照相同的假设更加合理;通过Weber-Faces的方法进行光照归一化,能够消除光照分量,得到对光照更加鲁棒的反射人脸;提取反射人脸的LBP特征并进行识别。在光照角度变化的Extend Yale B人脸库和光照强度变化的AR人脸库上进行实验。实验结果证明,该方法对光照具有更好的鲁棒性,能够提高Weber-Faces的人脸识别率。在两个数据库上的识别率可以分别达到99. 04%和99. 56%,高于Weber-Faces的98. 94%和99. 50%,并优于其他光照归一化方法,如SSR、GIC、SQI、MSW等。 展开更多
关键词 光照归一化 γ 变换 韦伯人脸 人脸识别 特征提取
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Functional MRI mapping of category-specific sites associated with naming of famous faces,animals and man-made objects
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作者 白红民 江涛 +3 位作者 王伟民 李天栋 刘严 卢亦成 《Neuroscience Bulletin》 SCIE CAS CSCD 2011年第5期307-318,共12页
Objective Category-specific recognition and naming deficits have been observed in a variety of patient populations. However, the category-specific cortices for naming famous faces, animals and man-made objects remain ... Objective Category-specific recognition and naming deficits have been observed in a variety of patient populations. However, the category-specific cortices for naming famous faces, animals and man-made objects remain controversial. The present study aimed to study the specific areas involved in naming pictures of these 3 categories using functional magnetic resonance imaging. Methods Functional images were analyzed using statistical parametric mapping and the 3 different contrasts were evaluated using t statistics by comparing the naming tasks to their baselines.The contrast images were entered into a random-effects group level analysis.The results were reported in Montreal Neurological Institute co-ordinates,and anatomical regions were identified using an automated anatomical labeling method with XJview 8.Results Naming famous faces caused more activation in the bilateral head of the hippocampus and amygdala with significant left dominance. Bilateral activation of pars triangularis and pars opercularis in the naming of famous faces was also revealed. Naming animals evoked greater responses in the left supplementary motor area, while naming man-made objects evoked more in the left premotor area,left pars orbitalis and right supplementary motor area. The extent of bilateral fusiform gyri activation by naming man-made objects was much larger than that by naming of famous faces or animals.Even in the overlapping sites of activation,some differences among the categories were found for activation in the fusiform gyri.Conclusion The cortices involved in the naming process vary with the naming of famous faces,animals and man-made objects.This finding suggests that different categories of pictures should be used during intra-operative language mapping to generate a broader map of language function, in order to minimize the incidence of false-negative stimulation and permanent post-operative deficits. 展开更多
关键词 brain mapping category-specific naming famous face animal man-made object
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基于LBP和Fisherfaces的多模态人脸识别 被引量:16
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作者 叶剑华 刘正光 《计算机工程》 CAS CSCD 北大核心 2009年第11期193-195,共3页
提出一种结合局部二值模式(LBP)和Fisherfaces的多模态人脸识别方法。用LBP算子提取人脸灰度图像和深度图像的区域LBP直方图序列(LBPHS),再采用Fisherfaces分别构建相应的线性子空间,用余弦相似度作为投影向量的相似度量,用加权求和规... 提出一种结合局部二值模式(LBP)和Fisherfaces的多模态人脸识别方法。用LBP算子提取人脸灰度图像和深度图像的区域LBP直方图序列(LBPHS),再采用Fisherfaces分别构建相应的线性子空间,用余弦相似度作为投影向量的相似度量,用加权求和规则进行信息融合。在FRGC数据库上的实验结果表明,该方法要明显优于LBPHS与直方图交及Fisherfaces与余弦相似度的融合,等错误率仅为0.33%。 展开更多
关键词 局部二值模式 Fisherfaces方法 多模态人脸识别
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基于LPQ和Fisherfaces的模糊人脸识别 被引量:1
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作者 储久良 袁宝华 任明武 《河南理工大学学报(自然科学版)》 CAS 北大核心 2015年第6期826-830,共5页
针对现有人脸识别系统对模糊人脸图像的识别无法达到理想的效果,提出一种基于局部相位量化(Local Phase Quantization,LPQ)和Fisherfaces进行模糊人脸识别方法。首先采用LPQ算子提取分块模糊人脸灰度图像的LPQ直方图序列(LPQHS),然后对... 针对现有人脸识别系统对模糊人脸图像的识别无法达到理想的效果,提出一种基于局部相位量化(Local Phase Quantization,LPQ)和Fisherfaces进行模糊人脸识别方法。首先采用LPQ算子提取分块模糊人脸灰度图像的LPQ直方图序列(LPQHS),然后对采样后的特征运用Fisherfaces方法进行特征子空间选择,最后通过最近邻分类准则进行人脸识别。该算法增强了提取模糊人脸纹理信息的有效性,使训练数据量大幅度降低,并且图像特征向量的维数与原始图像大小无关。在Yale和AR形成的模糊人脸数据库上的实验表明,该方法具有较高的识别率。 展开更多
关键词 局部相位量化 Fisherfaces 人脸识别 识别率 局部相位量化直方图序列
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JavaServer Faces技术在网络开发中的应用 被引量:12
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作者 汤琪亮 高海锋 《计算机工程与设计》 CSCD 北大核心 2006年第10期1895-1898,共4页
高速发展的网络,创造了一个易于商业应用发布、管理和访问的环境,也使得传统的客户机/服务器模式被浏览器/服务器(以下简称B/S)模式迅速取代。但是,B/S模式给用户带来的体验,却被普遍地认为是从C/S模式的一次倒退由此产生了很多新技术,... 高速发展的网络,创造了一个易于商业应用发布、管理和访问的环境,也使得传统的客户机/服务器模式被浏览器/服务器(以下简称B/S)模式迅速取代。但是,B/S模式给用户带来的体验,却被普遍地认为是从C/S模式的一次倒退由此产生了很多新技术,来缩小两种模式客户体验丰富性之间的差距。介绍了JavaServerFaces技术及其应用。JSF技术给开发者提供了一个非常丰富的用户界面组件库,同时也使得表现层与后台逻辑层的结合更加容易,使得JSF成为一种开发网络应用的理想技术。 展开更多
关键词 JSF技术 网络应用程序 用户界面组件 客户机/服务器模式 浏览器/服务器模式
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融合LTP与Fisherfaces的分块人脸识别 被引量:8
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作者 袁宝华 王欢 任明武 《计算机工程》 CAS CSCD 2012年第10期154-156,共3页
提出一种融合局部三值模式(LTP)和Fisherfaces进行人脸识别的方法,运用LTP算子提取分块人脸灰度图像的LTP直方图序列,采用Fisherfaces方法对采样后的特征进行特征选择,根据最近邻原则进行识别。该算法不仅能提取人脸纹理信息,大幅降低... 提出一种融合局部三值模式(LTP)和Fisherfaces进行人脸识别的方法,运用LTP算子提取分块人脸灰度图像的LTP直方图序列,采用Fisherfaces方法对采样后的特征进行特征选择,根据最近邻原则进行识别。该算法不仅能提取人脸纹理信息,大幅降低训练数据量,而且数据量的维数与原始图像大小无关。在ORL和YALE标准人脸数据库上的实验结果表明,该方法具有较高的识别率。 展开更多
关键词 局部三值模式 局部二值模式 直方图序列 特征抽取 Fishfaces方法 人脸识别
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基于FACE架构的控制显示单元模拟器的设计 被引量:1
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作者 朱剑锋 李保霖 杨少伟 《航空电子技术》 2025年第2期15-21,共7页
本文提出一种基于未来机载能力环境架构的控制显示单元模拟器设计方案。方案采用开放式架构设计,通过标准化接口实现应用软件的“热插拔”式升级,支持在不改变底层框架的前提下,动态加载新功能模块;基于真实代码的重构技术,使模拟器在... 本文提出一种基于未来机载能力环境架构的控制显示单元模拟器设计方案。方案采用开放式架构设计,通过标准化接口实现应用软件的“热插拔”式升级,支持在不改变底层框架的前提下,动态加载新功能模块;基于真实代码的重构技术,使模拟器在保持机载设备性能要求的同时,具备地面设备的灵活配置特性;首创机载设备与模拟器双向迭代体系,通过架构中间件实现航空软件生态与模拟器环境的无缝对,有力促进航空电子系统集成和仿真。 展开更多
关键词 face架构 控制显示单元 模拟器 软件重用 双向迭代开发 face航空软件生态
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基于Eigenfaces方法的人脸检索 被引量:2
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作者 解洪胜 《计算机系统应用》 2010年第10期91-94,共4页
基于主成分分析的特征脸方法是人脸识别中的重要算法之一,本文提出利用特征脸对高考考生免冠照片进行相似度比对的检索方法,为验证提出方法的实用性和有效性,利用特征脸方法和考生照片库设计了人脸图像检索原型系统并进行了实验,实验结... 基于主成分分析的特征脸方法是人脸识别中的重要算法之一,本文提出利用特征脸对高考考生免冠照片进行相似度比对的检索方法,为验证提出方法的实用性和有效性,利用特征脸方法和考生照片库设计了人脸图像检索原型系统并进行了实验,实验结果表明本文方法能够有效检索出相似度较高的考生照片,具有一定的应用价值和研究意义。 展开更多
关键词 人脸识别 K-L变换 主成分分析 特征脸 图像检索
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结合2DWT和Fisherfaces的人脸特征提取新方法 被引量:1
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作者 刘金清 范群贞 吴庆祥 《微计算机应用》 2011年第11期14-19,共6页
针对人脸表情变化对人脸识别的影响,提出一种结合小波变换(DWT)、特征脸方法(PCA)和线性判别法(LDA)的人脸特征提取新方法。首先将人脸图像通过二维小波变换(2DWT)提取其低频分量,然后将低频图像经过PCA变换映射到一个低维空间,最后在... 针对人脸表情变化对人脸识别的影响,提出一种结合小波变换(DWT)、特征脸方法(PCA)和线性判别法(LDA)的人脸特征提取新方法。首先将人脸图像通过二维小波变换(2DWT)提取其低频分量,然后将低频图像经过PCA变换映射到一个低维空间,最后在低维空间中利用LDA方法进行人脸特征的提取。通过此方法,采用ORL人脸库和Yale人脸库进行测试,我们可实现更准确的特征提取,并有效解决表情变化对人脸识别的影响问题。实验结果显示,本文方法在提高人脸识别率的同时,也提高了人脸识别速度。 展开更多
关键词 特征提取 人脸表情识别 小波变换(DWT) 特征脸方法(PCA) 线性判别法(LDA)
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