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The functional roles of feedback projections in the visual system
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作者 寿天德 《Neuroscience Bulletin》 SCIE CAS CSCD 2010年第5期401-410,共10页
Neurons in the nervous system make connections with ascending feedforward projections and descending feedback projections,as well as projections from neural structures at the identical hierarchical level.These neurons... Neurons in the nervous system make connections with ascending feedforward projections and descending feedback projections,as well as projections from neural structures at the identical hierarchical level.These neurons form extremely complicated neural networks and pathways.Compared with the role of the feedforward projection,much less is known concerning the functional roles of the feedback projection.Visual cortex is a good model for studying functional roles of cortical feedback projections which involve many high functions,such as attention,searching and cognition.The present review mainly focused on the functional roles of feedback projections in the visual system. 展开更多
关键词 feedback projection feedforward projection visual system visual attention oblique effect
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Expression of visual system homeobox 1 in human keratoconus 被引量:4
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作者 Ya-Ni Wang Xian-Ning Liu +5 位作者 Xiao-Dong Wang Yong Yin Yan Chen Xiang-Hua Xiao Kun Xu Xiu-Ping Zhu 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2019年第2期201-206,共6页
AIM:To investigate the expression of visual system homeobox 1(VSX1)and myofibroblast marker alpha smooth muscle actin(α-SMA)in keratoconus(KC).METHODS:Thirty corneal tissue were collected from KC patients after corne... AIM:To investigate the expression of visual system homeobox 1(VSX1)and myofibroblast marker alpha smooth muscle actin(α-SMA)in keratoconus(KC).METHODS:Thirty corneal tissue were collected from KC patients after corneal transplantation and 15 normal donor corneas were obtained.All corneal tissues divided into 4 parts for different detections.Scanning electron microscopy was used to observe the ultrastructure of the specimens.VSX1 andα-SMA localization in cornea tissues was detected using immunofluorescence histochemistry.Reverse transcription-quantitative polymerase chain reaction(RT-qPCR)and Western blot were performed to analyze the expression level of VSX1 andα-SMA.RESULTS:Compared to normal cornea tissue,the collagen fibers in KC stroma were distortional and attenuated and keratocytes were abnormally changed.VSX1 andα-SMA located in the corneal stroma.The mRNA and protein expression level of VSX1 in KC were about 3 times as high as that of normal tissue(P<0.001).α-SMA was hardly expressed in the normal corneas,however,its expression in the KC was about 1.5 times higher than that of the normal corneas(P<0.0001).CONCLUSION:Compared with normal corneal the expression of VSX1 andα-SMA in KC both increased.VSX1 is related to the activation of keratocytes and involved in the pathogenesis of keratoconus. 展开更多
关键词 visual system homeobox 1 KERATOCONUS alpha smooth muscle actin KERATOCYTES
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Visual System Simulator平台下锁相环综合分析与仿真
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作者 范瑜 邬正义 《实验室研究与探索》 CAS 北大核心 2011年第8期89-93,共5页
给出了基于VSS平台的锁相环仿真过程,并将其引入课堂教学和实验。同时给出了锁相环的仿真模型,构建了完整的锁相环系统,并给出了仿真波形与环路滤波器设计方法。实践证明,采用这种方式可以帮助学生对相关内容的理解,并为今后进行系统设... 给出了基于VSS平台的锁相环仿真过程,并将其引入课堂教学和实验。同时给出了锁相环的仿真模型,构建了完整的锁相环系统,并给出了仿真波形与环路滤波器设计方法。实践证明,采用这种方式可以帮助学生对相关内容的理解,并为今后进行系统设计工作打下良好的基础。 展开更多
关键词 AWR 锁相环 visual system SIMULATOR 系统仿真
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Proposal for a Reasonable Model of the Visual System: Principles of Clinical Neurosociology 被引量:1
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作者 De La Puentea 《Sociology Study》 2014年第4期360-383,共24页
This paper maintains that when photons enter the pupil and reach the Inner Limiting Membrane (ILM), they are reflected onto a point or centroid of the vitreous body, which could be the lens, to be transmitted by the... This paper maintains that when photons enter the pupil and reach the Inner Limiting Membrane (ILM), they are reflected onto a point or centroid of the vitreous body, which could be the lens, to be transmitted by the Muiller cells to the Retinal Pigment Epithelium (RPE) hexagonal cells, where an almost complete image is formed in each of them, overlapping with the adjacent images, to be carried subsequently by each of the ganglion cell axons to a place where the single image we are aware of is formed. This process calls for a high degree of control and coordination, which must be effected by the horizontal, amacrine, and interplexiform cells, gap junctions and the feedback provided from the V1 area to the Lateral Geniculate Nucleus (LGN). But, as the ILM covers the optic disc but not the fovea, the latter must produce the blind spot and the rays reflected radially from the centroid must have the same centre as the Muller cells in order to be able to channel them to the RPE cells. 展开更多
关键词 visual system principles of clinical neurosociology IMAGE PHOTON
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Structured Computational Modeling of Human Visual System for No-reference Image Quality Assessment
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作者 Wen-Han Zhu Wei Sun +2 位作者 Xiong-Kuo Min Guang-Tao Zhai Xiao-Kang Yang 《International Journal of Automation and computing》 EI CSCD 2021年第2期204-218,共15页
Objective image quality assessment(IQA)plays an important role in various visual communication systems,which can automatically and efficiently predict the perceived quality of images.The human eye is the ultimate eval... Objective image quality assessment(IQA)plays an important role in various visual communication systems,which can automatically and efficiently predict the perceived quality of images.The human eye is the ultimate evaluator for visual experience,thus the modeling of human visual system(HVS)is a core issue for objective IQA and visual experience optimization.The traditional model based on black box fitting has low interpretability and it is difficult to guide the experience optimization effectively,while the model based on physiological simulation is hard to integrate into practical visual communication services due to its high computational complexity.For bridging the gap between signal distortion and visual experience,in this paper,we propose a novel perceptual no-reference(NR)IQA algorithm based on structural computational modeling of HVS.According to the mechanism of the human brain,we divide the visual signal processing into a low-level visual layer,a middle-level visual layer and a high-level visual layer,which conduct pixel information processing,primitive information processing and global image information processing,respectively.The natural scene statistics(NSS)based features,deep features and free-energy based features are extracted from these three layers.The support vector regression(SVR)is employed to aggregate features to the final quality prediction.Extensive experimental comparisons on three widely used benchmark IQA databases(LIVE,CSIQ and TID2013)demonstrate that our proposed metric is highly competitive with or outperforms the state-of-the-art NR IQA measures. 展开更多
关键词 Image quality assessment(IQA) no-reference(NR) structural computational modeling human visual system visual feature extraction
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Development and Application of Visual System and Assessment and Training System Based on a Network Platform
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作者 MAYumei ZHANGChao +2 位作者 ZILitian LYUShaoyong QIUZhibin 《外文科技期刊数据库(文摘版)工程技术》 2022年第7期073-078,共6页
The information management system is developing towards the trend of networking, intelligence and integration, which leads to the change of management system and management mode. The visual information management syst... The information management system is developing towards the trend of networking, intelligence and integration, which leads to the change of management system and management mode. The visual information management system has created a new direction of enterprise information management. Through the network, the construction site and functional departments are combined with each other to timely reflect the actual information of each project, support decision-making, assist managers in supervision and control, so as to effectively allocate enterprise resources, which plays an important role in solving field problems, strengthening data collection and analysis, reducing decision-making errors and reducing enterprise risks. The promotion and application of visual information management system will certainly become an important part of enterprise information construction. This paper also puts forward the overall design of the examination and training system based on Wechat public platform in combination with the actual training needs of enterprises. The system is composed of six modules: Examination question management, article management, foreground user management, background user management, menu authority management and system configuration. The application of the system can further strengthen the training of the enterprise to the grass-roots management personnel, stimulate the employees learning enthusiasm and internal potential, improve the training effect, promote the employees to master the work skills and apply them to the actual work posts, improve the work efficiency, reduce the training cost, and lay a solid foundation for the development of the enterprise. 展开更多
关键词 Wechat public platform visual system assessment and training system DEVELOPMENT APPLICATION
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Relationship between monocularly deprivation and amblyopia rats and visual system development 被引量:9
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作者 Yu Ma 《Asian Pacific Journal of Tropical Medicine》 SCIE CAS 2014年第7期568-571,共4页
Objective:To explore the changes of lateral geniculate body and visual cortex in monocular strabismus and form deprived amblyopic rat,and visual development plastic stage and visual plasticity in adult rats.Methods:A ... Objective:To explore the changes of lateral geniculate body and visual cortex in monocular strabismus and form deprived amblyopic rat,and visual development plastic stage and visual plasticity in adult rats.Methods:A total of 60 SD rats ages 13 d were randomly divided into A,B,C three groups with 20 in each group,group A was set as the normal control group without any processing,group B was strabismus amblyopic group,using the unilateral extraocular rectus resection to establish the strabismus amblyopia model,group C was monocular form deprivation amblyopia group using unilateral eyelid edge resection+lid suture.At visual developmental early phase(P2S),meta phase(P3S),late phase(P45)and adult phase(P120),the lateral geniculate body and visual cortex area 17 of five rats in each group were exacted for C-fos Immunocytochemistry.Neuron morphological changes in lateral geniculate body and visual cortex was observed,the positive neurons differences of C-fos expression induced by light stimulation was measured in each group,and the condition of radiation development of P120 amblyopic adult rats was observed.Results:In groups B and C,C-fos positive cells were significantly lower than the control group at P25(P<0.05),there was no statistical difference of C-fos protein positive cells between group B and group A(P>0.05),C-fos protein positive cells level of group B was significantly lower than that of group A(P<0.05).The binoculus C-fos protein positive cells level of groups B and C were significantly higher than that of control group at P35,P4S and P120 with statistically significant differences(P<0.05).Conclusions:The increasing of C-fos expression in geniculate body and visual cortex neurons of adult amblyopia suggests the visual cortex neurons exist a certain degree of visual plasticity. 展开更多
关键词 DEPRIVATION AMBLYOPIA MONOCULAR STRABISMUS visual development C-FOS
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Pathological Changes to the Subcortical Visual System and its Relationship to Visual Hallucinations in Dementia with Lewy Bodies 被引量:4
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作者 Daniel Erskine John-Paul Taylor +5 位作者 Alan Thomas Daniel Collerton Ian McKeith Ahmad Khundakar Johannes Attems Christopher Morris 《Neuroscience Bulletin》 SCIE CAS CSCD 2019年第2期295-300,共6页
Introduction Recurrent complex visual hallucinations are a core clinical feature of dementia with Lewy bodies(DLB)and are typically well-formed,often consisting of figures,such as people or animals(1)Despite the profo... Introduction Recurrent complex visual hallucinations are a core clinical feature of dementia with Lewy bodies(DLB)and are typically well-formed,often consisting of figures,such as people or animals(1)Despite the profound impact upon patients and caregivers in DLB,the aetiopathology of visual hallucinations remains largely unknown.In this article we discuss the anatomy of the human visual system,hypotheses of the genesis of visual hallucinations in DLB,and imaging and neuropathological studies that have attempted to understand visual hallucinations on a functional and anatomical basis. 展开更多
关键词 PATHOLOGICAL visual system LEWY BODIES
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Design of a visual system for predicting SMT solder joint shape 被引量:1
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作者 赵秀娟 王春青 +2 位作者 郑冠群 王国忠 杨士勤 《China Welding》 EI CAS 1999年第1期3-10,共8页
A visual software system has been developed for predicting and analyzing the shape of solder joints in surface mount technology (SMT). The formation of the solder joint is numerically simulated through Surface Evolver... A visual software system has been developed for predicting and analyzing the shape of solder joints in surface mount technology (SMT). The formation of the solder joint is numerically simulated through Surface Evolver program and the calculation is automated with an additional controller. A preprocessor is developed in which process parameters determining the shape of solder joints can be input visually and transferred into Evolver program automatically. A postprocessor is built to analyze the global three dimensional shape and cross section profiles of solder fillets in multiple windows. Also, the application for predicting the solder joint shape of RC chip component is conducted with the PSJS system. 展开更多
关键词 SMT shape of solder joints predicting visualIZATION
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The Simulating of the Woven Fabric Visual System
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作者 DENG Zhongmin LU Hongmei~2 ZHU Lili~2 (1.Huazhong University of Science & Technolog,Wuhan 430074,China, 2.Wuhan University of Science & Engineering,Wnhan 430073,China) 《武汉理工大学学报》 CAS CSCD 北大核心 2006年第S3期999-1002,共4页
With Visual C++6.0 as the language,following the traditional waterfall model and the software engineering theory,utilizing the technique of the dialog box,picture synthesis in VC,the writers present the developing of ... With Visual C++6.0 as the language,following the traditional waterfall model and the software engineering theory,utilizing the technique of the dialog box,picture synthesis in VC,the writers present the developing of the woven fabric CAD system under the environment of Windows98.The system includes weave designing,yarn simulating,color matching,han- dling hand sample fabric and the testing effect. The basic methods and effect evaluation have been discussed and developed for the weave designing,yarn appearance simulat- ing and fabric color matching,as well as handling hand sample states the image processing,such as DIB(Device-independent bitmap);meanwhile,the developed system has been tested and run in actual design and textile mill trials.The operated results show that the system runs steadily,efficiently and smart,it can be widely used in yarn and fabric design by using with the merits of convenience,celerity and nicety in shortening the developing periods of product;additionally,it provides in fact a new ap- proach to technical design for textile mills. 展开更多
关键词 FABRIC SIMULATING visual system
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Distribution of serotonin and FMRF-amide in the brain of Lymnaea stagnalis with respect to the visual system
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作者 Oksana P.TUCHINA Valery V.ZHUKOV Victor B.MEYER-ROCHOW 《Zoological Research》 CAS CSCD 北大核心 2012年第3期I0001-I0012,共12页
Despite serotonin’s and FMRF-amide’s wide distribution in the nervous system of invertebrates and their importance as neurotransmitters, the exact roles they play in neuronal networks leaves many questions. We mappe... Despite serotonin’s and FMRF-amide’s wide distribution in the nervous system of invertebrates and their importance as neurotransmitters, the exact roles they play in neuronal networks leaves many questions. We mapped the presence of serotonin and FMRF-amide-immunoreactivity in the central nervous system and eyes of the pond snail Lymnaea stagnalis and interpreted the results in connection with our earlier findings on the central projections of different peripheral nerves. Since the chemical nature of the intercellular connections in the retina of Lymnaea stagnalis is still largely unknown, we paid special attention to clarifying the role of serotonin and FMRF-amide in the visual system of this snail and compared our findings with those reported from other species. At least one serotonin-and one FMRF-amidergic fibre were labeled in each optic nerve, and since no cell bodies in the eye showed immunoreactivity to these neurotransmitters, we believe that efferent fibres with somata located in the central ganglia branch at the base of the eye and probably release 5HT and FMRF-amide as neuro-hormones. Double labelling revealed retrograde transport of neurobiotin through the optic nerve, allowing us to conclude that the central pathways and serotonin-and FMRF-amideimmunoreactive cells and fibres have different locations in the CNS in Lymnaea stagnalis. The chemical nature of the fibres, which connect the two eyes in Lymnaea stagnalis, is neither serotoninergic nor FMRF-amidergic. 展开更多
关键词 GASTROPODA Nervous system RETINA visual projections Retrograde transport IMMUNOCYTOCHEMISTRY NEUROTRANSMITTERS
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Distribution of serotonin and FMRF-amide in the brain of Lymnaea stagnalis with respect to the visual system
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作者 Oksana P.TUCHINA Valery V.ZHUKOV Victor B.MEYER-ROCHOW 《Zoological Research》 SCIE CAS CSCD 北大核心 2012年第S01期1-12,共12页
Despite serotonin’s and FMRF-amide’s wide distribution in the nervous system of invertebrates and their importance as neurotransmitters,the exact roles they play in neuronal networks leaves many questions.We mapped ... Despite serotonin’s and FMRF-amide’s wide distribution in the nervous system of invertebrates and their importance as neurotransmitters,the exact roles they play in neuronal networks leaves many questions.We mapped the presence of serotonin and FMRF-amide-immunoreactivity in the central nervous system and eyes of the pond snail Lymnaea stagnalis and interpreted the results in connection with our earlier findings on the central projections of different peripheral nerves.Since the chemical nature of the intercellular connections in the retina of L.stagnalis is still largely unknown,we paid special attention to clarifying the role of serotonin and FMRF-amide in the visual system of this snail and compared our findings with those reported from other species.At least one serotonin-and one FMRF-amidergic fibre were labeled in each optic nerve,and since no cell bodies in the eye showed immunoreactivity to these neurotransmitters,we believe that efferent fibres with somata located in the central ganglia branch at the base of the eye and probably release 5HT and FMRF-amide as neuro-hormones.Double labelling revealed retrograde transport of neurobiotin through the optic nerve,allowing us to conclude that the central pathways and serotonin-and FMRF-amide-immunoreactive cells and fibres have different locations in the CNS in L.stagnalis.The chemical nature of the fibres,which connect the two eyes in L.stagnalis,is neither serotoninergic nor FMRF-amidergic. 展开更多
关键词 GASTROPODA Nervous system RETINA visual projections Retrograde transport IMMUNOCYTOCHEMISTRY NEUROTRANSMITTERS
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Chromatic and achromatic differences of melanin-and carotenoid-based plumage coloration in five minivet species(Pericrocotus spp.)under conspecific and predator visual systems
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作者 Yan Cai Xiangyang Chen +1 位作者 Neng Wu Canchao Yang 《Avian Research》 SCIE CSCD 2023年第1期93-98,共6页
Adaptive mate choice has been accepted as the leading theory to explain the colorful plumage of birds.This theory hypothesizes that conspicuous colors act as signals to advertise the qualities of the owners.However,a ... Adaptive mate choice has been accepted as the leading theory to explain the colorful plumage of birds.This theory hypothesizes that conspicuous colors act as signals to advertise the qualities of the owners.However,a dilemma arises in that conspicuous colors may not only attract mates,but also alert predators.The"private channels of communication"hypothesis proposes that some intraspecific signals may not be visible to heterospecific animals because of different visual systems.To better understand the evolution of plumage colors and sexual selection in birds,here we studied the chromatic difference and achromatic differences of melanin-and carotenoid-based plumage coloration in five minivet species(Pericrocotus spp.)under conspecific and predator visual systems.We found that either the chromatic or achromatic difference among male or female minivets’plumage was consistently higher under conspecific vision than under predator vision for all five studied species of minivets.This result indicated that individual differences in plumage colors of minivets were visible to the conspecific receivers and hidden from potential predators as a result of evolution under predation risk and conspecific communication.However,males were under a higher risk of predation because they were more conspicuous than females to the vision of a nocturnal predator. 展开更多
关键词 Achromatic difference Adaptive mate choice Chromatic difference Omamental plumage visual modelling
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JPEG2000 COMPRESSION CODING USING HUMAN VISUAL SYSTEM MODEL
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作者 XiaoJiang WuChengke 《Journal of Electronics(China)》 2005年第1期53-58,共6页
In order to apply the Human Visual System (HVS) model to JPEG2000 standard,several implementation alternatives are discussed and a new scheme of visual optimization isintroduced with modifying the slope of rate-distor... In order to apply the Human Visual System (HVS) model to JPEG2000 standard,several implementation alternatives are discussed and a new scheme of visual optimization isintroduced with modifying the slope of rate-distortion. The novelty is that the method of visual weighting is not lifting the coefficients in wavelet domain, but is complemented by code stream organization. It remains all the features of Embedded Block Coding with Optimized Truncation (EBCOT) such as resolution progressive, good robust for error bit spread and compatibility of lossless compression. Well performed than other methods, it keeps the shortest standard codestream and decompression time and owns the ability of VIsual Progressive (VIP) coding. 展开更多
关键词 JPEG2000 Contrast Sensitivity Function(CSF) The rate-distortion slope Embedded coding visual Progressive(VIP)
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THE STRATEGICAL ROLE OF THE VISUAL SYSTEM IN THE CHINESE TEFL CLASSROOM
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作者 liu QixuanEnglish Department,Yuxi Teacher’s College,Yunnan (653100),China 《玉溪师范学院学报》 1997年第5期64-70,共7页
This thesis,based on a strategical undertanding,explores the functional modes of the visual sys-tem in the growth and development of English psychology in Chinese learners.The hypthesis is that the visualsystem can be... This thesis,based on a strategical undertanding,explores the functional modes of the visual sys-tem in the growth and development of English psychology in Chinese learners.The hypthesis is that the visualsystem can be trategicdally employed for the cultivation of the cultivation of the target language psychology and for the effect ofmemeory.After a detailed delineation of the classroom visual experience,the ensured V1 mode is adopted inthe experiment testifying the hypothsis.A statistic analyis of the result shows that the visual experience,strate-gically constructed and made meaningful in the psychological growth and development,can be a solution to someof the existing problems in the Chinese TEFL classroom. 展开更多
关键词 visual MEANS psycholinguistic funcbons visual STRATEGY
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The Design of Gear Parameters Visual System based on LISP
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作者 Hongtao Guo Weiguo Zhang 《International Journal of Technology Management》 2013年第2期31-33,共3页
Article use Visual LISP development tools and DCL dialog technology, which implements the standard straight teeth, a two- dimensional cylindrical gear paranaetric drawing on AutoCAD platform, with easy to operate and ... Article use Visual LISP development tools and DCL dialog technology, which implements the standard straight teeth, a two- dimensional cylindrical gear paranaetric drawing on AutoCAD platform, with easy to operate and improve design efficiency. We achieved that using the dialog box design input parameters, and gear parts of the design calculations, parameters proofreading and all kinds of gear design drawing different structures by programming. The output is fully automated computer-aided design system. The results show that the design of the system significantly improves the efficiency of the part design. 展开更多
关键词 visual LISP AUTOCAD DCL Spur gear parameter
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A ROOT-based detector geometry and event visualization system for JUNO-TAO
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作者 Ming-Hua Liao Kai-Xuan Huang +3 位作者 Yu-Mei Zhang Jia-Yang Xu Guo-Fu Cao Zheng-Yun You 《Nuclear Science and Techniques》 2025年第3期50-59,共10页
The Taishan Antineutrino Observatory(TAO)is a satellite experiment of the Jiangmen Underground Neutrino Observatory,located near the Taishan nuclear power plant(NPP).The TAO aims to measure the energy spectrum of reac... The Taishan Antineutrino Observatory(TAO)is a satellite experiment of the Jiangmen Underground Neutrino Observatory,located near the Taishan nuclear power plant(NPP).The TAO aims to measure the energy spectrum of reactor antineutrinos with unprecedented precision,which would benefit both reactor neutrino physics and the nuclear database.A detector geometry and event visualization system was developed for the TAO.The software was based on ROOT packages and embedded in the TAO offline software framework.This provided an intuitive tool for visualizing the detector geometry,tuning the reconstruction algorithm,understanding neutrino physics,and monitoring the operation of reactors at NPP.Further applications of the visualization system in the experimental operation of TAO and its future development are discussed. 展开更多
关键词 visualization GEOMETRY Offline software JUNO TAO
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Visual avatar to increase situational awareness in anaesthesia:Systematic review of recent evidence
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作者 Alessio Tramontana Massimiliano Rulli +1 位作者 Andrea Falegnami Federico Bilotta 《World Journal of Methodology》 2025年第3期172-178,共7页
BACKGROUND Systematic review focuses on the visual patient avatar(VPA)technology,a tool designed to enhance situational awareness in anesthesia by transforming traditional numerical data into intuitive visual displays... BACKGROUND Systematic review focuses on the visual patient avatar(VPA)technology,a tool designed to enhance situational awareness in anesthesia by transforming traditional numerical data into intuitive visual displays.AIM To explore how VPA can improve perceptual performance,reduce cognitive load,and increase user acceptance,potentially leading to better patient outcomes.METHODS The review is based on 14 studies conducted between 2018 and 2023 in five different hospitals across Europe.RESULTS These studies demonstrate that VPA allows clinicians to perceive and recall vital signs more efficiently than conventional monitoring methods.The technology’s intuitive design helps reduce cognitive workload,indicating less mental effort required for patient monitoring.Users’feedback on VPA was generally positive,highlighting its potential to enhance monitoring and decision-making in highstress environments.However,some users noted the need for further development,particularly in visualization design and data integration.CONCLUSION Review concludes that VPA technology represents a significant advancement in patient monitoring,promoting better situational awareness and potentially improving safety in perioperative care. 展开更多
关键词 Situational SITUATION AWARENESS ANESTHESIA visual patient avatar
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A Novel CAPTCHA Recognition System Based on Refined Visual Attention
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作者 Zaid Derea Beiji Zou +3 位作者 Xiaoyan Kui Monir Abdullah Alaa Thobhani Amr Abdussalam 《Computers, Materials & Continua》 2025年第4期115-136,共22页
Improving website security to prevent malicious online activities is crucial,and CAPTCHA(Completely Automated Public Turing test to tell Computers and Humans Apart)has emerged as a key strategy for distinguishing huma... Improving website security to prevent malicious online activities is crucial,and CAPTCHA(Completely Automated Public Turing test to tell Computers and Humans Apart)has emerged as a key strategy for distinguishing human users from automated bots.Text-based CAPTCHAs,designed to be easily decipherable by humans yet challenging for machines,are a common form of this verification.However,advancements in deep learning have facilitated the creation of models adept at recognizing these text-based CAPTCHAs with surprising efficiency.In our comprehensive investigation into CAPTCHA recognition,we have tailored the renowned UpDown image captioning model specifically for this purpose.Our approach innovatively combines an encoder to extract both global and local features,significantly boosting the model’s capability to identify complex details within CAPTCHA images.For the decoding phase,we have adopted a refined attention mechanism,integrating enhanced visual attention with dual layers of Long Short-Term Memory(LSTM)networks to elevate CAPTCHA recognition accuracy.Our rigorous testing across four varied datasets,including those from Weibo,BoC,Gregwar,and Captcha 0.3,demonstrates the versatility and effectiveness of our method.The results not only highlight the efficiency of our approach but also offer profound insights into its applicability across different CAPTCHA types,contributing to a deeper understanding of CAPTCHA recognition technology. 展开更多
关键词 Text-based CAPTCHA recognition refined visual attention web security computer vision
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Hybrid CO_(2) thermal system for post-steam heavy oil recovery:Insights from microscopic visualization experiments and molecular dynamics simulations
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作者 Ning Lu Xiaohu Dong +4 位作者 Haitao Wang Huiqing Liu Zhangxin Chen Yu Li Deshang Zeng 《Energy Geoscience》 2025年第2期233-248,共16页
The hybrid CO_(2) thermal technique has achieved considerable success globally in extracting residual heavy oil from reserves following a long-term steam stimulation process.Using microscopic visualization experiments... The hybrid CO_(2) thermal technique has achieved considerable success globally in extracting residual heavy oil from reserves following a long-term steam stimulation process.Using microscopic visualization experiments and molecular dynamics(MD)simulations,this study investigates the microscopic enhanced oil recovery(EOR)mechanisms underlying residual oil removal using hybrid CO_(2) thermal systems.Based on the experimental models for the occurrence of heavy oil,this study evaluates the performance of hybrid CO_(2) thermal systems under various conditions using MD simulations.The results demonstrate that introducing CO_(2) molecules into heavy oil can effectively penetrate and decompose dense aggregates that are originally formed on hydrophobic surfaces.A stable miscible hybrid CO_(2) thermal system,with a high effective distribution ratio of CO_(2),proficiently reduces the interaction energies between heavy oil and rock surfaces,as well as within heavy oil.A visualization analysis of the interactions reveals that strong van der Waals(vdW)attractions occur between CO_(2) and heavy oil molecules,effectively promoting the decomposition and swelling of heavy oil.This unlocks the residual oil on the hydrophobic surfaces.Considering the impacts of temperature and CO_(2) concentration,an optimal gas-to-steam injection ratio(here,the CO_(2):steam ratio)ranging between 1:6 and 1:9 is recommended.This study examines the microscopic mechanisms underlying the hybrid CO_(2) thermal technique at a molecular scale,providing a significant theoretical guide for its expanded application in EOR. 展开更多
关键词 Heavy oil Hybrid CO_(2)thermal system Microscopic visualization experiment Molecular dynamics simulation Microscopic mechanism
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