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| 1 | Potential of land consolidation of hollowed villages under different urbanization scenarios in China显示文摘在那里存在在中国的农村陆地巩固的大潜力由于对快速的农村城市的转变的背景的加重的凹陷村庄。纸试图在四种都市化情形以内调查农村陆地巩固的潜力:在 2020 完成都市化,半都市化,在批的都市化和未来的都市化。研究调查结果表演,(1 ) 农村陆地巩固在的潜力完全并且半都市化是 809.89 ???? 桴 ? ?慢畱潥獵朠潥潭灲潨潬祧漠晦琠敨儠湩獧畨杩畯漠摬爠癩牥洠畯桴眠獡攠潲敤 ? 湩琠敨琠灯敳 ? 湡 ? 潦敲敳 ? 敢獤 ? 畢 ? 楳瑬摥椠 ? 桴 ? 潢瑴浯敳 ? | LIU Yansui YANG Ren LI Yuheng | 2013 | Journal of Geographical Sciences2013，23，3： | 49 |
| 2 | Neuroprotective Autophagic Flux Induced by Hyperbaric Oxygen Preconditioning is Mediated by Cystatin C显示文摘We have previously reported that Cystatin C(CysC) is a pivotal mediator in the neuroprotection induced by hyperbaric oxygen(HBO) preconditioning; however,the underlying mechanism and how CysC changes after stroke are not clear. In the present study, we demonstrated that CysC expression was elevated as early as 3 h after reperfusion, and this was further enhanced by HBO preconditioning. Concurrently, LC3-II and Beclin-1, two positive-markers for autophagy induction, exhibited increases similar to CysC, while knockdown of CysC blocked these elevations. As a marker of autophagy inhibition, p62 was downregulated by HBO preconditioning and this was blocked by CysC knockdown. Besides, the beneficial effects of preserving lysosomal membrane integrity and enhancing autolysosome formation induced by HBO preconditioning were abolished in CysC-/-rats.Furthermore, we demonstrated that exogenous CysC reduced the neurological deficits and infarct volume after brain ischemic injury, while 3-methyladenine partially reversed this neuroprotection. In the present study, we showed that CysC is biochemically and morphologically essential for promoting autophagic flux, and highlighted the translational potential of HBO preconditioning and CysC for stroke treatment. | Zongping Fang Yun Feng Yuheng Li Jiao Deng Huang Nie Qianzhi Yang Shiquan Wang Hailong Dong Lize Xiong | 2019 | Neuroscience Bulletin2019，35，2： | 14 |
| 3 | Metaverse:Perspectives from graphics,interactions and visualization显示文摘The metaverse is a visual world that blends the physical world and digital world.At present,the development of the metaverse is still in the early stage,and there lacks a framework for the visual construction and exploration of the metaverse.In this paper,we propose a framework that summarizes how graphics,interaction,and visualization techniques support the visual construction of the metaverse and user-centric exploration.We introduce three kinds of visual elements that compose the metaverse and the two graphical construction methods in a pipeline.We propose a taxonomy of interaction technologies based on interaction tasks,user actions,feedback and various sensory channels,and a taxonomy of visualization techniques that assist user awareness.Current potential applications and future opportunities are discussed in the context of visual construction and exploration of the metaverse.We hope this paper can provide a stepping stone for further research in the area of graphics,interaction and visualization in the metaverse. | Yuheng Zhao Jinjing Jiang Yi Chen Richen Liu Yalong Yang Xiangyang Xue Siming Chen | 2022 | Visual Informatics2022，6，1： | 10 |
| 4 | First Total Synthesis of (±)-Puyanin and (±)-4'-O-Methylbonannione显示文摘为二自然地发生的 geranylated flavonoids 的第一全部的合成的一条灵巧的途径,( | Zhang, Yuheng Yang, Jinhui Li, Hongjun Jiang, Shizhi Li, Yunfeng Liu, Wanyi | 2011 | Chinese Journal of Chemistry2011，29，3： | 6 |
| 5 | Sin1/mTORC2 regulate B cell growth and metabolism by activating mTORC1 and Myc显示文摘Proper control of B cell growth and metabolism is crucial for B-cell-mediated immunity,but the underlying molecular mechanisms remain incompletely understood.In this study,Sin1,a key component of mTOR complex 2(mTORC2),specifically regulates B cell growth and metabolism.Genetic ablation of Sin1 in B cells reduces the cell size at either the transitional stage or upon antigen stimulation and severely impairs metabolism.Sin1 deficiency also severely impairs B-cell proliferation,antibody responses,and anti-viral immunity.At the molecular level,Sin1 controls the expression and stability of the c-Myc protein and maintains the activity of mTORC1 through the Akt-dependent inactivation of GSK3 and TSC1/2,respectively.Therefore,our study reveals a novel and specific role for Sin1 in coordinating the activation of mTORC2 and mTORC1 to control B cell growth and metabolism. | Man Li Adam S.Lazorchak Xinxing Ouyang Huihui Zhang Hongzhi Liu Omotooke A.Arojo Lichong Yan Jingsi Jin Yuheng Han Guojun Qu Yuhong Fu Xiaocao Xu Xiaobo Liu Wenqian Zhang Zhengfeng Yang Chuan Ruan Qijun Wang Dou Liu Chuanxin Huang Lu Lu Shibo Jiang Fubin Li Bing Su | 2019 | Cellular & Molecular Immunology2019，16，9： | 4 |
| 6 | Rice metabolic regulatory network spanning the entire life cycle显示文摘As one of the most important crops in the world,rice(Oryza sativa)is a model plant for metabolome research.Although many studies have focused on the analysis of specific tissues,the changes in metab-olite abundance across the entire life cycle have not yet been determined.In this study,combining both tar-geted and nontargeted metabolite profiling methods,a total of 825 annotated metabolites were quantified in rice samples from different tissues covering the entire life cycle.The contents of metabolites in different tissues of rice were significantly different,with various metabolites accumulating in the plumule and radicle during seed germination.Combining these data with transcriptome data obtained from the same time period,we constructed the Rice Metabolic Regulation Network.The metabolites and co-expressed genes were further divided into 12 clusters according to their accumulation patterns,with members within each cluster displaying a uniform and clear pattern of abundance across development.Using this dataset,we established a comprehensive metabolic profile of the rice life cycle and used two independent strategies to identify novel transcription factors-namely the use of known regulatory genes as bait to screen for new networks underlying lignin metabolism and the unbiased identification of new glycerophospholipid metabolism regulators on the basis of tissue specificity.This study thus demonstrates how guilt-by-association analysis of metabolome and transcriptome data spanning the entire life cycle in cereal crops provides novel resources and tools to aid in understanding the mechanisms underlying important agro-nomic traits. | Chenkun Yang Shuangqian Shen Shen Zhou Yufei Li Yuyuan Mao Junjie Zhou Yuheng Shi Longxu An Qianqian Zhou Wenju Peng Yuanyuan Lyu Xuemei Liu Wei Chen Shouchuang Wang Lianghuan Qu Xianqing Liu Alisdair R.Fernie Jie Luo | 2022 | Molecular Plant2022，15，2： | 3 |
| 7 | MAP3K2 augments Th1 cell differentiation via IL-18 to promote T cell-mediated colitis显示文摘T cell-mediated immunity in the intestine is stringently controlled to ensure proper immunity against pathogenic microbes and to prevent autoimmunity,a known cause of inflammatory bowel disease.However,precisely how T cells regulate intestine immunity remains to be fully understood.In this study,we found that mitogen-activated protein kinase kinase kinase 2(MAP3K2)is required for the CD4^(+)T cell-mediated inflammation in the intestine.Using a T cell transfer colitis model,we found that MAP3K2-deficient naïve CD4^(+)T cells had a dramatically reduced ability to induce colitis compared to wild type T cells.In addition,significantly fewer IFN-γ-but more IL-17A-producing CD4^(+)T cells in the intestines of mice receiving MAP3K2-deficient T cells than in those from mice receiving wild type T cells was observed.Interestingly,under well-defined in vitro differentiation conditions,MAP3K2-deficient naïve T cells were not impaired in their ability to differentiate into Th1,Th17 and Treg.Furthermore,the MAP3K2-regulated colitis severity was mediated by Th1 but not Th17 cells in the intestine.At the molecular level,we showed that MAP3K2-mediated Th1 cell differentiation in the intestine was regulated by IL-18 and required specific JNK activation.Together,our study reveals a novel regulatory role of MAP3K2 in intestinal T cell immunity via the IL-18-MAP3K2-JNK axis and may provide a novel target for intervention in T cell-mediated colitis. | Ningbo Wu Dongping Chen Hongxiang Sun Jianmei Tan Yao Zhang Tianyu Zhang Yuheng Han Hongzhi Liu Xinxing Ouyang Xiao-Dong Yang Xiaoyin Niu Jie Zhong Zhengting Wang Bing Su | 2021 | Science China(Life Sciences)2021，64，3： | 3 |
| 8 | Occurrence and Epidemic Regularity of Wheat Stripe Rust in Nanchong City of Sichuan Province显示文摘In order to realize monitoring and early warning and comprehensive management of wheat stripe rust and to reduce its occurrence in Nanchong City,the occurrence and epidemic regularity of wheat stripe rust in Nanchong was studied by system monitoring and general survey,resistance identification,physiological race monitoring and meteorological data analysis. The initial occurrence location and spreading pathway of Puccinia striiformis f. sp. tritici( Pst) were first verified;there were two infection peaks of wheat stripe rust in Nanchong and one to three epidemic peaks in fields,in which the occurrence area of the first epidemic peak played a pivotal role in disease prevalence in that year; the cumulative occurrence area in late January was positively correlated with annual occurrence area,with the correlation coefficient of 0. 769; the prediction model for infected field rate,diseased plant rate and annual occurrence area was established. The internal reason for heavy occurrence and prevalence of wheat stripe rust in Nanchong was the decline or loss of wheat resistance against stripe rust,as well as the appearance of physiological races of Pst,which later became dominant races. Large fluctuation of temperature in warm winter and spring and more fog and dew days were external reasons responsible for prevalence of stripe rust. From 2002 to 2014,the accuracy rate of short-term prediction of wheat stripe rust reached 100%,while that of medium-term and long-term prediction reached over 98% and 95%,respectively,5%- 15% higher than that of the years before 1998. | Peng Changjia Bai Tikun Feng Libin Ding Pan Yang Yuheng | 2015 | Plant Diseases and Pests2015，6，6： | 2 |
| 9 | A refractory case of chromoblastomycosis due to Fonsecaea monophora with improvement by photodynamic therapy显示文摘 | Yabo Yang Yongxuan Hu Junmin Zhang Xiqing Li Changming Lu Yuheng Liang Liyan Xi | 2012 | Medical Mycology2012，，6： | 1 |
| 10 | A quantitative evaluation of the biochar’s influence on plant disease suppress:a global meta-analysis显示文摘Numerous studies have demonstrated that soil applications of biochar contribute to plant disease suppression and growth promotion.Here,we quantitatively evaluated the performance of biochars on plant disease suppression and production using meta-analysis of literature data.The results indicated that biochar amendment dramatically reduced disease severity(DS)by 47.46%while increasing plant biomass by 44.05%.The highest disease suppression was achieved with soil application of straw-derived biochar compared to biochar from other feedstocks,while no significant increase in yield was found with straw-derived biochar.Biochars pyrolyzed at medium temperatures(350-600℃)facilitate both disease controlling and growth promotion.Soil application of biochars between 3 and 5%significantly decreased plant DS by 59.11%,and inverted U-shaped biochar dose/DS suppression curve and biochar dose/growth curve were observed.In cash crop fields,the DS of plants amended with biochar was reduced over 50%,which was significantly higher than that of grain crops and perennial trees.Furthermore,biochar performance on plant disease suppression was higher for airborne pathogens than for soilborne pathogens,possibly due to the systemic activation of plant defences by biochar amendment.Additionally,a reduction of DS by biochar was observed on plants grown in agricultural soils.Our work contributes to the standardization of biochar production and provides a reference for improving the function of biochar in disease control. | Yuheng Yang Tongtong Chen Ran Xiao Xinping Chen Tong Zhang | 2022 | Biochar2022，4，1： | 1 |
| 11 | Effects of Different Row Ratios of Male and Female Parents and Application Amount of Nitrogen Fertilizer on Hybrid Wheat Seed Production and Its Component Factors显示文摘In order to screen suitable high hybrid wheat seed production technology,the split-plot experiment design was adopted and study was carried out about the effects of the different row ratios of male and female parents and application amount of nitrogen fertilizer on hybrid wheat seed production and its component factors. The results showed that the seed production increased with the increase in the number of female parent row. When the row ratio of male and female parents was 2 ∶ 6,the seed production was 3 683. 8 kg/ha; when the application amount of nitrogen fertilization was 50 kg/ha,the seed production was 3 649. 4 kg/ha; the interaction between the row ratio of male and female parents and the application amount of nitrogen fertilizer indicated that when the row ratio of male and female parents was 2∶ 6 and the application amount of nitrogen fertilizer was 300 kg/ha,the seed production reached the highest( 4160. 6 kg/ha). The row ratio of male and female parents and application amount of nitrogen fertilizer had significant effect on the component factors of seed production,including the number of grains per spike,spike weight and setting percentage. When the row ratio of male and female parents was 2∶ 5,the number of grains per spike,spike weight and setting percentage were the highest at 26. 7 grains,1. 12 g,and 62. 6% respectively; when application amount of nitrogen fertilizer was 450 kg/ha,the number of grains per spike,spike weight and setting percentage were the highest at 26. 0 grains,1. 08 g,and59. 2% respectively; the interaction of row ratio of male and female parents and application amount of nitrogen fertilizer had significant effect on the number of grains per spike,spike weight and setting percentage; when the row ratio of male and female parents was 2∶ 5 and the application amount of nitrogen fertilizer was 300 kg/ha,the number of grains per spike,spike weight and setting percentage were the highest at 29. 6grains,1. 24 g,and 71. 6% respectively. The number of grains per spike is the largest component factor for seed production. Increasing the number of grains per spike can increase the seed production. According to the effects of row ratio of male and female parents and application amount of nitrogen fertilizer on the component factors of seed production,the optimal condition was 2∶ 5-2∶ 6 for row ratio of male and female parents and 300-450 kg/ha for application amount of nitrogen fertilizer. | Can SUN Renwu RUAN Lili YAN Dan HU Xingbei LIU Hengzhi SHE Manman XU Zhongan LI Zelin YI Yuheng YANG | 2017 | Asian Agricultural Research2017，9，3： | 1 |
| 12 | Solid-gas carbonate formation during dust events on Mars显示文摘For half a century,Mars missions have gathered abundant geological evidence for a wet,warm climate in the early history of Mars more than 3 billion years ago,including various fluvial landforms and exposed aqueous alteration minerals.It was supposed that Mars once had a dense,CO_(2)-rich atmosphere.However,present-day Mars has a much thinner atmosphere dominated by CO_(2). | Wenshuo Mao Xiaohui Fu Zhongchen Wu Jiang Zhang Zongcheng Ling Yang Liu Yu-Yan Sara Zhao Hitesh G.Changela Yuheng Ni Fabao Yan Yongliao Zou | 2023 | National Science Review2023，10，4： | 0 |
| 13 | Construction of Tobacco Bax Inhibitor-1 ihpRNA Gene Silencing Vector and Transformation into Agrobacterium tumefaciens EHA105显示文摘The plasmid pGSA1285 was first modified by substituting its GUS sequence with the Chalcone synthase intron fragment from vector pFGC5941 to get the plant silencing expression vector that contained Kanamycin resistance site and was named as pGSA2285. Using PCR-based amplification, two different restriction sites at both ends of tobacco Bax inhibitor-1 (NtBI-1) gene were created, respectively, which made the construction of ihpRNA gene silencing vector more efficiently. Then, NtBI-1 genes were inserted into Multiple Cloning Site (MCS) of pGSA2285 respectively to form Bax inhibitor-1 ihpRNA gene silencing vector, named as pGSA4285, containing sense and anti-sense BI-1 sequence which was spliced by chalcone synthase intron. Combined PCR identification and enzyme restriction analyses, the results showed that Bax inhibitor-1 ihpRNA gene silencing vector had been constructed and transferred into Agrobacterium tumefaciens EHA105 successfully, which laid a foundation for the further study on the function of BI-1 in plant PCD regulation. | ZHU Wenhua XIE Meng LIN Yuheng YANG Mingyu MA Qiumin TIAN Huiqin QU Guiqin | 2011 | Journal of Northeast Agricultural University(English Edition)2011，18，2： | 0 |
| 14 | Develop potential multi-target drugs by self-assembly of quercetin with amino acids and metal ion to achieve significant efficacy in anti-Alzheimer’s disease显示文摘Exploring multi-target drugs(MTDs)is a prevalent method against Alzheimer’s disease(AD).However,the current developed MTDs based on the“framework combination”technique or using flavonoids have not realized better healing effects owing to a complex metabolic process and low bioavailability.Here,we propose an alternative strategy to develop self-assembled nanoparticles(NPs)as MTDs using 9-fluorenylmethyloxycarbonyl-tryptophan(Fmoc-Trp),quercetin(Que),and Fe^(2+)as building blocks through coordination and electrostatic interaction to generate Fmoc-Trp-Fe^(2+)-Que(FTFQ)NPs.Whether in cell or in vivo,FTFQ NPs exhibited considerable biocompatibility attributing to the inherent biological affinity of assembly units.By combining the advantages of assemble approach and nanostructures,the obtained FTFQ NPs greatly enhanced the bioavailability of Que and displayed synergistic therapeutic effects through reducing Aβaggregation in direct/indirect means and eliminating the toxicity induced by ROS and Aβoligomer/fibrils.Furthermore,FTFQ NPs could obviously restore the AD zebrafish’s mobility and stimulus response ability.More importantly,developing self-assembly NPs as MTDs could be an efficient and general method to promote other novel MTDs by extending the assemble units to other drugs,peptides,and metal ions.Based on above benefits,these self-assembled NPs could be as potential MTDs and show great promising application in AD treatment. | Chunling Zhu Yuheng Yang Xiaowen Li Xingyu Chen Xucong Lin Xiaoping Wu | 2022 | Nano Research2022，15，6： | 0 |
| 15 | Strong internal electric field enhanced polysulfide trapping and ameliorates redox kinetics for lithium-sulfur battery显示文摘The shuttle effect of polysulfides is a major challenge for the commercialization of lithium-sulfur battery.The systematic modification of separators has the potential to solve these problems by enhancing the adsorption and catalytic conversion of polysulfides.Herein,strong internal electric field bismuth oxycarbonate(Bi_(2)O_(2)CO_(3))nanoflowers decorated conductive carbon(DC+BOC)is proposed to be systematically modified on separator.This intermediate layer not only possesses a strong affinity for polysulfides,but also promotes the conversion of polysulfides and induces the formation of a stable solid electrolyte interphase(SEI)layer,thereby improving the rate performance and cycling stability of the battery.As expected,the modified membrane achieved a high specific capacity of 713 mA h g^(-1) at 5 C.At 1 C,high reversibility of 719 mA h g^(-1) was achieved after 550 cycles with only 0.044%decay per cycle.More importantly,under the sulfur loading of 5.1 mg cm^(-2),the area specific capacity remained at4.1 mA h cm^(-2) after 200 cycles,and the attenuation rate per cycle was only 0,056%.This work provides a new strategy to overcome the shuttle effect of polysulfide,and shows great potential in the application of high-performance lithium-sulfur batteries. | Bin Yang Jinyi Wang Yuheng Qi Daying Guo Xueyu Wang Guoyong Fang Xi’an Chen Shun Wang | 2023 | Journal of Energy Chemistry2023，，2： | 0 |
| 16 | Retractosomes:small extracellular vesicles generated from broken-off retraction fibers显示文摘Dear Editor,Various cell protrusions are known to generate extracellular vesicles.A migratory cell generates retractionfibers(RFs)and migrasomes during migration.After the cell migrates away,large amounts of RFs breakoff from the cell and areleftbehind.The fateof RFs afterdetaching from cells is currently unknown.To investigatethefateof RFs,weobservedTspan4-overexpressing L929 cells with live-cell imaging(Supplementary information,Data S1).We found that during migration,RFs are pulled out at the trailingedgeofcells,andmigrasomes soonformonthetipsor branch points of the RFs.At this stage,the Tspan4 signal is evenly distributed along the RFs(Fig.1a).Eventually,the RFs start to break.Inmostcases,thesectionsof RFfarawayfromthecells break first,which is not surprising,as these sectionsof RFare formed earlier.Interestingly,after the RFsbreak up,the Tspan4 signal appears as a large number of small puncta along the paths which were occupied by the RFs(Fig.1a;Supplementary information,Video S1). | Yizheng Wang Shuaixin Gao Yuheng Liu Dongju Wang Boqi Liu Dong Jiang Catherine C.L.Wong Yang Chen Li Yu | 2022 | Cell Research2022，32，10： | 0 |
| 17 | Understanding the predictive value and methods of risk assessment based on coronary computed tomographic angiography in populations with coronary artery disease:a review显示文摘Risk assessment in coronary artery disease plays an essential role in the early identification of high-risk patients.However,conventional invasive imaging procedures all require long intraprocedural times and high costs.The rapid development of coronary computed tomographic angiography(CCTA)and related image processing technology has facilitated the formulation of noninvasive approaches to perform comprehensive evaluations.Evidence has shown that CCTA has outstanding performance in identifying the degree of stenosis,plaque features,and functional reserve.Moreover,advancements in radiomics and machine learning allowmore comprehensive interpretations of CCTA images.This paper reviews conventional as well as novel diagnostic and risk assessment tools based on CCTA. | Yiming Li Kaiyu Jia Yuheng Jia Yong Yang Yijun Yao Mao Chen Yong Peng | 2021 | Precision Clinical Medicine2021，4，3： | 0 |
| 18 | Research Article In situ reconstruction induced oxygen-deficient multiphase Cu based species hybridized with Ni single atoms as tandem platform for CO_(2) electroreduction显示文摘Tandem catalysis,capable of decoupling individual steps,provides a feasible way to build a high-efficiency CO_(2) electro-conversion system for multicarbons(C_(2+)).The construction of electrocatalytic materials is one of focusing issues.Herein,we fabricated a single atom involved multivalent oxide-derived Cu composite material and found it inclined to reconstruct into oxygen-deficient multiphase Cu based species hybridized with monatomic Ni on N doped C matrix.In this prototype,rapid CO generation and C-C coupling are successively achieved on NiN4 sites and surface amorphized Cu species with defects,resembling a micro-production line.In this way,the in situ formed tandem catalyst exhibited a high Faradaic efficiency(FE)of~78%for C_(2+)products along with satisfactory durability over 50 h.Particularly,the reconstruction-induced amorphous layer with abundant asymmetric sites should be favorable to improve the ethanol selectivity(FE:63%),which is about 10 times higher than that of the non-tandem Cu-based contrast material.This work offers a new approach for manipulating tandem catalyst systems towards enhancing C_(2+)products. | Juzhe Liu Yuheng Wang Pengpeng Mo Feng Yang Kaiqi Jiang Zhixiang Cheng Yuxuan Liu Zhiyi Sun Zheng Liu Yimei Zhang Wenxing Chen | 2024 | Nano Research2024，17，5： | 0 |
| 19 | Boosting the high-rate performance and cycling life of NaTi_(2)(PO_(4))_(3) anode by forming N-doped carbon coating derived from polyacrylonitrile显示文摘Poor electron conductivity is the key issue influencing the rate capability of NaTi_(2)(PO_(4))_(3)(NTP).Hence,herein,polyacrylonitrile(PAN)was utilized as a NTP modifier by simply mixing NTP in a liquid PAN suspension,followed by sintering at 850℃ for 5 h.The product with a PAN/NTP mass ratio of 0.3 delivered splendid rate capabilities(achieving lithiation capacities of 282.9,243.0,207.1,173.1,133.5,and 257.5 mAh g^(−1) at 0.1,0.2,0.4,0.8,1.6,and 0.1 A^(−1),respectively)and excellent long cycling life(capacity retention of 165.5 mAh g^(−1) after 1200 cycles at 0.5 A g−1).Based on detailed structural and compositional characterizations,as well as cyclic voltammetry(CV)and electrochemical impedance spectroscopy(EIS),the uniform N-doped carbon coating stemming from PAN carbonization around the NTP particles promoted electron transfer,while the oxygen vacancies induced by N-doping in NTP facilitated Li+diffusion.The boosted and well matched electronic and ionic conductivities give rise to the optimized electrochemical performance. | Huan Yang Zhongnian Yang Yujun Bai Wenjing Du Yuheng Wang Jiru Xian | 2023 | ChemPhysMater2023，2，4： | 0 |
| 20 | Multi‐branch angle aware spatial temporal graph convolutional neural network for model‐based gait recognition显示文摘Model‐based gait recognition with skeleton data input has attracted more attention in recent years.The model‐based gait recognition methods take skeletons constructed by body joints as input,which are invariant to changing carrying and clothing conditions.However,previous methods limitedly model the skeleton information in either spatial or temporal domains and ignore the pose variety under different view angles,which results in poor performance for gait recognition.To solve the above problems,we propose the Multi‐Branch Angle Aware Spatial Temporal Graph Convolutional Neural Network to better depict the spatial‐temporal relationship while minimising the interference from the view angles.The model adopts the legacy Spatial Temporal Graph Neural Network(ST‐GCN)as its backbone and relocates it to create independent ST‐GCN branches.The novel Angle Estimator module is designed to predict the skeletons'view angles,which enables the network robust to the changing views.To balance the weights of different body parts and sequence frames,we build a Part‐Frame‐Importance module to redis-tribute them.Our experiments on the challenging CASIA‐B dataset have proved the efficacy of the proposed method,which achieves state‐of‐the‐art performance under different carrying and clothing conditions. | Liyang Zheng Yuheng Zha Da Kong Hanqing Yang Yu Zhang | 2022 | IET Cyber-Systems and Robotics2022，4，2： | 0 |
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