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Symbolic Images of Colors, Animals and Machines in The Red Badge of Courage
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作者 王晓俊 《英语广场(学术研究)》 2014年第1期23-27,30,共6页
Abstract:Stephen Crane was an outstanding American novelist,poet,and journalist.He achieved great success in his literary works during his brief career.Crane’s most well-known work,The Red Badge of Courage,is commonl... Abstract:Stephen Crane was an outstanding American novelist,poet,and journalist.He achieved great success in his literary works during his brief career.Crane’s most well-known work,The Red Badge of Courage,is commonly believed to be the first great novel of the American Civil War,largely because of its vivid and detailed description of the experience of warfare.This paper analyzes the images of color,animal and machine,which convey Crane’s thoughts of war:war is full of chaos,brutality,and confusion,without any romantic elements or heroism. 展开更多
关键词 the red Badge of Courage symbolic images color images animal images machine images
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Symbolic Images of Figures in The Red Badge of Courage
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作者 王晓俊 《海外英语》 2014年第3X期5-7,9,共4页
Crane’s most well-known work,The Red Badge of Courage,is commonly believed to be the first great novel of the American Civil War,largely because of its vivid and detailed description of the experience of warfare.This... Crane’s most well-known work,The Red Badge of Courage,is commonly believed to be the first great novel of the American Civil War,largely because of its vivid and detailed description of the experience of warfare.This paper conveys figure images symbolize that human life is insignificant in an indifferent universe in the novel,which are perfect symbolic images distinguish Crane as a forerunner of modernistic writers. 展开更多
关键词 CRANE the red BADGE of COURAGE SYMBOLIC images FIG
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Fluorescence Microscopic Image Analysis of Nucleic Acids Based on The Capillary Flow Directed Assembly Ring of Neutral Red-nucleic Acid Supramolecular Complexes 被引量:6
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作者 LI Yuan fang HUANG Cheng zhi 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 2003年第3期275-279,共5页
It is critical to establish a direct and precise method with a high sensitivity and selectivity in analytical chemistry. In this research, making use of a well known phenomenon of capillary flow, we have proposed an... It is critical to establish a direct and precise method with a high sensitivity and selectivity in analytical chemistry. In this research, making use of a well known phenomenon of capillary flow, we have proposed an image analysis method of nucleic acids at the price of a small amount of sample. When a droplet of the supramolecular complex solution, formed by neutral red and nucleic acids(NA) under an approximate neutral condition, was placed on the hydrophobic surface of dimethyl dichlorosilane pretreated glass slides, and it was evaporated, the supramolecular complex exhibited the periphery of the droplet due to the capillary effect, and accumulated there to form a red capillary flow directed assembly ring(CFDAR). A typical CFDAR has an outer diameter of (2 r ) about 1.18 mm and a ring width(2 δ ) of about 41 μm. Depending on the experimental conditions, a variety of CFDAR can be assembled. The experimental results are in agreement with our former theoretical discussion. It was found that when a droplet volume is 0.1 μL, the fluorescence intensity of the CFDAR formed by the NR NA is in proportion to the content of calf thymus DNA in the range of 0-0.28 ng, fish sperm DNA of 0-0.24 ng and yeast RNA of 0-0.16 ng with the limit of detection(3 σ ) of 1 7, 1.4 and 0.9 pg, respectively for the three nucleic acids. 展开更多
关键词 Nuclei acids(NA) Neutral red(NR) Ring assembly Solid support surface Fluorescence imaging analysis
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Geographic Object-Based Image Analysis of Changes in Land Cover in the Coastal Zones of the Red River Delta (Vietnam)
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作者 Simona Niculescu Chi Nguyen Lam 《Journal of Environmental Protection》 2019年第3期413-430,共18页
The majority of the population and economic activity of the northern half of Vietnam is clustered in the Red River Delta and about half of the country’s rice production takes place here. There are significant problem... The majority of the population and economic activity of the northern half of Vietnam is clustered in the Red River Delta and about half of the country’s rice production takes place here. There are significant problems associated with its geographical position and the intensive exploitation of resources by an overabundant population (population density of 962 inhabitants/km2). Some thirty years after the economic liberalization and the opening of the country to international markets, agricultural land use patterns in the Red River Delta, particularly in the coastal area, have undergone many changes. Remote sensing is a particularly powerful tool in processing and providing spatial information for monitoring land use changes. The main methodological objective is to find a solution to process the many heterogeneous coastal land use parameters, so as to describe it in all its complexity, specifically by making use of the latest European satellite data (Sentinel-2). This complexity is due to local variations in ecological conditions, but also to anthropogenic factors that directly and indirectly influence land use dynamics. The methodological objective was to develop a new Geographic Object-based Image Analysis (GEOBIA) approach for mapping coastal areas using Sentinel-2 data and Landsat 8. By developing a new segmentation, accuracy measure, in this study was determined that segmentation accuracies decrease with increasing segmentation scales and that the negative impact of under-segmentation errors significantly increases at a large scale. An Estimation of Scale Parameter (ESP) tool was then used to determine the optimal segmentation parameter values. A popular machine learning algorithms (Random Forests-RFs) is used. For all classifications algorithm, an increase in overall accuracy was observed with the full synergistic combination of available data sets. 展开更多
关键词 COASTAL ZONES red River Delta Land COVER CHANGES Remote Sensing GEOGRAPHIC Object-Based images Analysis
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The recognition of ocean red tide with hyper-spectral-image based on EMD
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作者 赵文仓 韦洪丽 +1 位作者 时长江 姬光荣 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2008年第2期137-141,共5页
A new technique is introduced in this paper regarding red tide recognition with remotely sensed hyper-spectral images based on empirical mode decomposition (EMD), from an artificial red tide experiment in the East C... A new technique is introduced in this paper regarding red tide recognition with remotely sensed hyper-spectral images based on empirical mode decomposition (EMD), from an artificial red tide experiment in the East China Sea in 2002. A set of characteristic parameters that describe absorbing crest and reflecting crest of the red tide and its recognition methods are put forward based on general pictre data, with which the spectral information of certain non-dominant alga species of a red tide occurrence is analyzed for establishing the foundation to estimate the species. Comparative experiments have proved that the method is effective. Meanwhile, the transitional area between red-tide zone and non-red-tide zone can be detected with the information of thickness of algae influence, with which a red tide can be forecast. 展开更多
关键词 red tide recognition aerial remote sensing hyper-spectral image empirical mode decomposition (EMD) characteristic parameter
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An Analysis of the Festivals and Holidays Celebrated by the Red Army During the Long March
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作者 Zhao Xiaobo 《Contemporary Social Sciences》 2021年第6期63-77,共15页
The Long March of the Chinese Workers’and Peasants’Red Army is hailed as the“Red Ribbon on the Earth.”The Long March was characterized by revolutionary heroism and,at the same time,was no lack of revolutionary rom... The Long March of the Chinese Workers’and Peasants’Red Army is hailed as the“Red Ribbon on the Earth.”The Long March was characterized by revolutionary heroism and,at the same time,was no lack of revolutionary romanticism.This arduous journey also presented two difficult questions:whether to celebrate festivals and holidays or not and whether to celebrate them simply or grandly.By exploring such trade-offs,we can appreciate a strong sense of national identity among the Red Army soldiers as idealists,grasp more historical details of the world-shattering Long March,and feel the resilience and greatness of the Chinese nation. 展开更多
关键词 the red army the Long March festivals and holidays a sense of national identity
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FRIEND OF THE RED ARMY, LEADER OF THE TIBETANS"──Story of the 5th Living Buddha Geda
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《China's Tibet》 2000年第4期17-18,共2页
关键词 FRIEND of the red army LEADER of the TIBETANS
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Changes in the Shoreline Position Caused by Natural Processes for Coastline of Marsa Alam – Hamata, Red Sea, Egypt 被引量:3
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作者 Khalid Dewidar 《International Journal of Geosciences》 2011年第4期523-529,共7页
The probability of storms and ice-drift events and their impact on coasts is expected to increase as result of climate change. Multi-years shoreline mapping is considered a valuable task for coastal monitoring and ass... The probability of storms and ice-drift events and their impact on coasts is expected to increase as result of climate change. Multi-years shoreline mapping is considered a valuable task for coastal monitoring and assessment. This paper presents shoreline maps illustrating the shoreline erosion accretion pattern in the coastal area between Marsa Alam – Hamata of Red Sea coastline by using different sources of remote sensing data. In the present study, Landsat MSS (1972), Landsat TM (1990), Landsat ETM+ (1998, 2000) and Terra Aster (2007) satellite images were used. In this study, two techniques were used to estimate rate of shoreline retreat. The first technique is corresponding to the formation of automated shoreline positions and the second one is for estimating rate of shoreline change based on data of remote sensing applying Digital Shoreline Analysis System (DSAS) software. In this study, the End Point Rate (EPR) was calculated by dividing the distance of shoreline movement by the time elapsed between the earliest and latest measurements at each transect. Alongshore rate changes shows that there are changes of erosion and accretion pattern due to coastal processes and climate changes. 展开更多
关键词 SHORELINE CHANGES red Sea Satellite images Climate CHANGES COASTAL Processes
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Monitoring of coastline changes along the Red Sea,Yemen based on remote sensing technique 被引量:7
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作者 Aref A.Sagheer Ahmed Humade Aref M.O.Al-Jabali 《Global Geology》 2011年第4期241-248,共8页
The coastline changes along Yemen's the Red Sea (Al-muka, Al-khohah, Al-tiaf, Ras Katib and Al- Urji spits) were studied using a series of landsat images (MSS, TM and ETM + , 1972, 1989, 2000, 2006), coupled wit... The coastline changes along Yemen's the Red Sea (Al-muka, Al-khohah, Al-tiaf, Ras Katib and Al- Urji spits) were studied using a series of landsat images (MSS, TM and ETM + , 1972, 1989, 2000, 2006), coupled with geomorphological, sedimentological and meteorological findings. Comparison of satellite images provided a viable means for establishing long-term coastal changes (accretion and erosion) as observed in the studied spits (Al-Urj, Ras Sham, Ras Maemoon, Ras Katib, Al-Mandar, Nukhaylah, Mujamilah, Ras Ashab Abu-Zahr and Mukha). The rate of the spit accretion has the greatest value up to 89 pixel/year corresponding to 72 290 m2/year in Mukha, while the spit erosion shows greatest value up to 131 pixel/year corresponding to 106 404 m2/year in Mujamilab. The patterns of accretion and erosion along the spits depend on the spit direction, natural processes mainly of wave-induced longshore currents, the sediments supply and depth of sea. 展开更多
关键词 coastline change landsat images Yemen red Sea
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A New Electronic Instrumentation Approach for the Acquisition of Microscopic Blood Smear Images for the Automatic Diagnosis of Anemia
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作者 Jerome Nango Alico Sié Ouattara Alain Clement 《Advances in Bioscience and Biotechnology》 2020年第6期237-255,共19页
Anemia is a blood abnormality that affects the quantity and quality of red blood cells in the human body. This sometimes banal sign spares no continent and no social stratum. This anomaly is generally appreciated thro... Anemia is a blood abnormality that affects the quantity and quality of red blood cells in the human body. This sometimes banal sign spares no continent and no social stratum. This anomaly is generally appreciated through biological analyzes of patients</span><span style="font-family:Verdana;">’</span><span style="font-family:Verdana;"> blood. These analyzes, which boil down to the knowledge of hemato-metric constants, cannot by themselves allow the characterization of certain forms of anemia in the sense that most anemia are related to the morphology and color of red blood cells. Our work in this paper is to perform blood smears on patients and perform a morphological and colorimetric analysis of red blood cells on these smears. This approach allowed us to highlight on each erythrocyte morphological and colorimetric descriptors to accurately identify the types of anemia by image processing methods. This identification is performed in an automated environment to allow pathologists to respond quickly to anemia-related emergencies and also improve the treatment to be conducted. This automation required the implementation of a new approach to electronic instrumentation and the acquisition of microscopic blood smear images for the automatic and rapid diagnosis of anemia. 展开更多
关键词 ANEMIA INSTRUMENTATION ACQUISITION Automated Blood Smears red Blood Cells Morphological Descriptors Colorimetric Descriptors image Processing Diagnosis
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Inheritance of Red Culture and Perception of Tourism Development in Yimeng under the Background of Cultural and Tourism Integration
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作者 WANG Hui LIU Xiaomei +1 位作者 CHEN Lei MA Lin 《Journal of Landscape Research》 2023年第6期51-54,共4页
Developing red tourism is an important way to carry forward revolutionary culture and practice socialist core values.In this paper,effective comments on tourism websites such as“Ctrip”and“Tongcheng Travel”were sel... Developing red tourism is an important way to carry forward revolutionary culture and practice socialist core values.In this paper,effective comments on tourism websites such as“Ctrip”and“Tongcheng Travel”were selected as data sources,and with the help of network text analysis,the image perception and emotion of tourists in Linyi red tourism were analyzed.Besides,new ways to develop and utilize red tourism in Linyi City were put forward,such as innovating red tourism experiential products,promoting industrial linkage and common development,improving red tourism service facilities,and focusing on network marketing models,so as to reshape the red tourism value chain and enhance the comprehensive social effect. 展开更多
关键词 Web text analysis Linyi red tourism image perception
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Visibility of the bleeding point in acute rectal hemorrhagic ulcer using red dichromatic imaging:A case report
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作者 Yuichiro Hirai Atsuto Kayashima +1 位作者 Yoshihiro Nakazato Ai Fujimoto 《World Journal of Gastrointestinal Endoscopy》 2021年第7期233-237,共5页
BACKGROUND Red dichromatic imaging(RDI)is a novel image-enhanced endoscopy expected to improve the visibility of the bleeding point.However,it has not been thoroughly investigated.CASE SUMMARY A 91-year-old man develo... BACKGROUND Red dichromatic imaging(RDI)is a novel image-enhanced endoscopy expected to improve the visibility of the bleeding point.However,it has not been thoroughly investigated.CASE SUMMARY A 91-year-old man developed a sudden massive hematochezia and underwent emergent colonoscopy.An ulcer with pulsatile bleeding was found on the lower rectum.Due to massive bleeding,the exact location of the bleeding point was not easy to detect with white light imaging(WLI).Upon switching to RDI,the bleeding point appeared in deeper yellow compared to the surrounding blood.Thus,RDI enabled us for easier recognition of the bleeding point,and hemostasis was achieved successfully.Furthermore,we reviewed endoscopic images and evaluated the color difference between the bleeding point and surrounding blood for WLI and RDI.In our case,the color difference of RDI was greater than that of WLI(9.75 vs 6.61),and RDI showed a better distinguished bleeding point from the surrounding blood.CONCLUSION RDI may improve visualization of the bleeding point by providing better contrast in color difference relative to surrounding blood. 展开更多
关键词 red dichromatic imaging image-enhanced endoscopy Acute hemorrhagic rectal ulcer Gastrointestinal hemorrhage Endoscopic hemostasis Case report
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Infra-red Thermal Imaging of the Inner Canthus: Correlates with the Temperature of the Injured Human Brain
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作者 Charmaine Childs Mya Myint Zu +3 位作者 Aung Phyo Wai Yeo Tseng Tsai Shiqian Wu Wang Li 《Engineering(科研)》 2012年第10期53-56,共4页
Introduction: Infra-red (IR) thermometry is a safe and valid method to determine internal and surface temperature in human subjects. Under conditions of brain damage (head injury or stroke) knowledge of changes in the... Introduction: Infra-red (IR) thermometry is a safe and valid method to determine internal and surface temperature in human subjects. Under conditions of brain damage (head injury or stroke) knowledge of changes in the temperature of intracranial tissue is justified because of the vulnerability of neurons to accelerated damage at temperatures at the upper end of the febrile range. Aim: To determine the temperature at the inner canthus (IC) of the eye as a potential surrogate for brain temperature. Methods: Invasive monitoring of deep brain structures, lateral ventricle and deep white matter. IR temperature readings obtained at right and left IC. Results: ?Strong correlations were evident between R and L IC and brain. Close, as well as poor, agreement between?? sites was shown in some patients and at some times. For right hemispheric lesions four had a better correlation between TbrV and TRIC when compared to TLIC.? When the correlation between TbrV and TLIC was better compared to TbrV and TRIC, four had a predominant right hemispheric lesion. Conclusions: Improved techniques for IR thermal imaging accuracy at the bedside has the potential to improve temperature measurement agreement. The predominant lesion side may have a bearing on maximum ipsilateral IC temperature Further studies are ongoing in this pilot study population. 展开更多
关键词 BRAIN TEMPERATURE INFRA-red thermometry INNER Canthus thermal Imaging Eye
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RBC Membrane Camouflaged Semiconducting Polymer Nanoparticles for Near-Infrared Photoacoustic Imaging and Photothermal Therapy 被引量:5
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作者 Dongye Zheng Peiwen Yu +3 位作者 Zuwu Wei Cheng Zhong Ming Wu Xiaolong Liu 《Nano-Micro Letters》 SCIE EI CAS CSCD 2020年第7期218-234,共17页
Semiconducting conjugated polymer nanoparticles(SPNs)represent an emerging class of phototheranostic materi-als with great promise for cancer treatment.In this report,low-bandgap electron donoracceptor(DA)-conjugated ... Semiconducting conjugated polymer nanoparticles(SPNs)represent an emerging class of phototheranostic materi-als with great promise for cancer treatment.In this report,low-bandgap electron donoracceptor(DA)-conjugated SPNs with sur-face cloaked by red blood cell membrane(RBCM)are developed for highly e ective photoacoustic imaging and photothermal therapy.The resulting RBCM-coated SPN(SPN@RBCM)displays remarkable near-infrared light absorption and good photosta-bility,as well as high photothermal conver-sion e ciency for photoacoustic imaging and photothermal therapy.Particularly,due to the small size(<5 nm),SPN@RBCM has the advantages of deep tumor penetration and rapid clearance from the body with no appreciable toxicity.The RBCM endows the SPNs with prolonged systematic circulation time,less reticuloendothelial system uptake and reduced immune-recognition,hence improving tumor accumulation after intravenous injection,which provides strong photoacoustic signals and exerts excellent photothermal therapeutic e ects.Thus,this work provides a valuable paradigm for safe and highly e cient tumor pho-toacoustic imaging and photothermal therapy for further clinical translation. 展开更多
关键词 Semiconducting conjugated polymer nanoparticles red blood cell membrane camouflage Deep tumor penetration Photoacoustic imaging Photothermal therapy
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Pelage color of red bats Lasiurus borealis varies with body size:An image analysis of museum specimens 被引量:2
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作者 Andrew K.DAVIS Steven B.CASTLEBERRY 《Current Zoology》 SCIE CAS CSCD 北大核心 2010年第4期401-405,共5页
Mammalian pelage color can vary among individuals of many species, although this intraspecific variation is oftenoverlooked by researchers, perhaps because of its sometimes subtle nature and difficulty in assessing it... Mammalian pelage color can vary among individuals of many species, although this intraspecific variation is oftenoverlooked by researchers, perhaps because of its sometimes subtle nature and difficulty in assessing it quantitatively. Thus, suchvariation is rarely studied in mammals, and this is especially true within the order Chiroptera, where there has been very little empiricalresearch. We examined museum specimens of red bats (Lasiurus borealis, family Vespertilionidae) from Georgia, USA, todetermine the extent of sexual dimorphism in pelage color and to explore possible associations between body size and pelagecolor. We photographed 54 specimens under uniform lighting, and used an image analysis program to measure pelage hue on theuropatagium region, which is fully furred in members of the genus Lasiurus. Statistical analyses of pelage hue scores showedmales had significantly redder pelage than females when considered alone, but when examined together with effects of body sizeand collection year, sex was not significant, and collection year and body size were. More recent specimens tended to be less redthan older specimens, which might indicate a wearing of the buffy tips of hairs from older specimens, and smaller bats of bothsexes tended to be more red. These interesting findings are encouraging and we suggest that future explorations into intraspecificvariation in pelage color of bats using this or similar approaches are warranted to clarify the significance of the patterns. Thisstudy also demonstrated that care must be taken in analyses of mammalian pelage color from older museum skins, or at least thatresearchers must take into account the age of the specimens . 展开更多
关键词 Pelage color Sexual dimorphism red bats Lasiurus borealis image analysis
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Approaches of Realizing Cultural Value of Red Revolutionary Site in Jiangxi Province:A Case Study of Chinese Workers' and Peasants' Red Army in Xiushui County
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作者 WANG Qin CHEN Xiaogang LU Shizhu 《Journal of Landscape Research》 2016年第4期85-86,90,共3页
Red revolutionary site is a significant carrier for inheriting and spreading red culture,a witness of revolutionary history and stones,and also the best place to show connotations and value of red culture.Taking the r... Red revolutionary site is a significant carrier for inheriting and spreading red culture,a witness of revolutionary history and stones,and also the best place to show connotations and value of red culture.Taking the regiment headquarter and the division headquarter of the First Division of the First Army in Xiushui County,Jiangxi Province for example,this paper explored cultural value of red site,analyzed the existing problems,tried to figure out scientific approaches of realizing cultural value of red site,so as to promote the sharing and inheritance of cultural value of red revolutionary site. 展开更多
关键词 Revolutionary site Cultural value Realization approach Site or Chinese Workers and Peasants’ red army in Xiushui County
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OBTAINING AND PR0CESSING OF DIFFRACTION ANDBACKSCATTERING IMAGE OF POLYDISPERSE RED BLOOD CELL
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《Chinese Journal of Biomedical Engineering(English Edition)》 1999年第4期96-97,共2页
关键词 PR OBTAINING AND PR0CESSING of DIFFRACTION ANDBACKSCATTERING image of POLYDISPERSE red BLOOD CELL
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Estimation of chlorophyll content in Brassica napus based on unmanned aerial vehicle images 被引量:3
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作者 Yayi Huang Qiming Ma +10 位作者 Xiaoming Wu Hao Li Kun Xu Gaoxiang Ji Fang Qian Lixia Li Qian Huang Ying Long Xiaojun Zhang Biyun Chen Changhua Liu 《Oil Crop Science》 CSCD 2022年第3期149-155,共7页
The chlorophyll content has a direct effect on photosynthesis of crops.In order to explore a quick and convenient method for estimating the chlorophyll content of Brassica napus and facilitate efficient crop monitorin... The chlorophyll content has a direct effect on photosynthesis of crops.In order to explore a quick and convenient method for estimating the chlorophyll content of Brassica napus and facilitate efficient crop monitoring,we measured the actual value of chlorophyll with a SPAD-502 chlorophyll detector,and collected aerial images of B.napus with an unmanned aerial vehicle(UAV)carrying a RGB camera in this study.The total number of 270samples collected images were divided into regions according to the planting conditions of different B.napus varieties in the field.Then,according to the empirical formula,there were 36 colors’characteristic parameters calculated and combined.To estimate the chlorophyll content of rape,189 samples were included in the modeling set,while the other 81 samples were enrolled in the validation set for testing the accuracy of this model.After the combination of R(red),G(green)and B(blue)color channels,the results showed that the color characteristics B/(R+G),b,B/G,(G-B)/(G+B),g-b were highly connected with the measured value of chlorophyll SPAD,and the correlation coefficient between the combination based on B/(R+G)and SPAD value was 0.747.With R2=0.805,RMSE=3.343,and RE=6.84%,the regression model created using random forest had superior outcomes,according to the model comparison.This study offers a new method for quickly estimating the amount of chlorophyll in rapeseed and a workable reference for crop monitoring using the UAV platform. 展开更多
关键词 Brassica napus Unmanned aerial vehicle red green blue images SPAD CHLOROPHYLL
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Fano Resonance Enabled Infrared Nano-Imaging of Local Strain in Bilayer Graphene 被引量:2
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作者 Jing Du Bosai Lyu +11 位作者 Wanfei Shan Jiajun Chen Xianliang Zho u Jingxu Xie Aolin Deng Cheng Hu Qi Liang Guibai Xie Xiaojun Li Weidong Luo Zhiwen Shi 《Chinese Physics Letters》 SCIE CAS CSCD 2021年第5期60-66,共7页
Detection of local strain at the nanometer scale with high sensitivity remains challenging.Here we report near-field infrared nano-imaging of local strains in bilayer graphene by probing strain-induced shifts of phono... Detection of local strain at the nanometer scale with high sensitivity remains challenging.Here we report near-field infrared nano-imaging of local strains in bilayer graphene by probing strain-induced shifts of phonon frequency.As a non-polar crystal,intrinsic bilayer graphene possesses little infrared response at its transverse optical phonon frequency.The reported optical detection of local strain is enabled by applying a vertical electrical field that breaks the symmetry of the two graphene layers and introduces finite electrical dipole moment to graphene phonon.The activated phonon further interacts with continuum electronic transitions,and generates a strong Fano resonance.The resulted Fano resonance features a very sharp near-field infrared scattering peak,which leads to an extraordinary sensitivity of-0.002%for the strain detection.Our results demonstrate the first nano-scale near-field Fano resonance,provide a new way to probe local strains with high sensitivity in non-polar crystals,and open exciting possibilities for studying strain-induced rich phenomena. 展开更多
关键词 red image Fano Resonance Enabled Infrared Nano-Imaging of Local Strain in Bilayer Graphene
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Automated Red Deer Algorithm with Deep Learning Enabled Hyperspectral Image Classification
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作者 B.Chellapraba D.Manohari +1 位作者 K.Periyakaruppan M.S.Kavitha 《Intelligent Automation & Soft Computing》 SCIE 2023年第2期2353-2366,共14页
Hyperspectral(HS)image classification is a hot research area due to challenging issues such as existence of high dimensionality,restricted training data,etc.Precise recognition of features from the HS images is importa... Hyperspectral(HS)image classification is a hot research area due to challenging issues such as existence of high dimensionality,restricted training data,etc.Precise recognition of features from the HS images is important for effective classification outcomes.Additionally,the recent advancements of deep learning(DL)models make it possible in several application areas.In addition,the performance of the DL models is mainly based on the hyperparameter setting which can be resolved by the design of metaheuristics.In this view,this article develops an automated red deer algorithm with deep learning enabled hyperspec-tral image(HSI)classification(RDADL-HIC)technique.The proposed RDADL-HIC technique aims to effectively determine the HSI images.In addition,the RDADL-HIC technique comprises a NASNetLarge model with Adagrad optimi-zer.Moreover,RDA with gated recurrent unit(GRU)approach is used for the identification and classification of HSIs.The design of Adagrad optimizer with RDA helps to optimally tune the hyperparameters of the NASNetLarge and GRU models respectively.The experimental results stated the supremacy of the RDADL-HIC model and the results are inspected interms of different measures.The comparison study of the RDADL-HIC model demonstrated the enhanced per-formance over its recent state of art approaches. 展开更多
关键词 Hyperspectral images image classification deep learning adagrad optimizer nasnetlarge model red deer algorithm
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