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Infrared small target detection based on spatial attention density peaks searching

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Optoelectronics Letters 2025年第2期 90-96页

作者： rao Junmin LU Siyu LIU Shijian LI Fanming CAS Key Laboratory of Infrared System Detection and Imaging Technology Shanghai Institute of Technical Physics University of Chinese Academy of Sciences Shanghai Institute of Technical Physics Chinese Academy of Sciences School of Information Science and Technology Shanghai Tech University

The detection of small targets poses a significant challenge for infrared search and tracking (IRST) systems,as they must strike a delicate balance between accuracy and *** this paper,we propose a detection algorithm based on spatial attention density peaks searching (SADPS) and an adaptive window selection ***,the difference-of-Gaussians (DoG) filter is introduced for preprocessing raw infrared ***,the image is processed by ***,an adaptive window selection scheme is applied to obtain window templates for the target scale ***,the small target feature is used to enhance the target and suppress the ***,the true targets are segmented through a *** experimental results show that compared with the seven state-of-the-art small targets detection baseline algorithms,the proposed method not only has better detection accuracy,but also has reasonable time consumption.

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enhancing lithium-sulfur battery performance with In_(2)O_(3)-In_(2)S_(3)@NSC heterostructures:Synergistic effects of double barrier and catalytic transformation

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Journal of Materials Science & Technology 2024年第2期169卷 105-114页

作者： Deqing He Chunyu Zhu Yutao Huo Zhonghao rao School of energy and environmental engineering Hebei University of TechnologyTianjin 300401China Hebei Key Laboratory of Thermal Science and energy Clean Utilization Hebei University of TechnologyTianjin 300401China School of Low-carbon energy and Power engineering China University of Mining and TechnologyXuzhou 221116China

The sluggish redox reaction kinetics of lithium polysulfides(LiPSs)are considered the main obstacle to the commercial application of lithium-sulfur(Li-S)*** accelerate the conversion by catalysis and inhibit the shuttling of soluble LiPSs in Li-S batteries,a solution is proposed in this *** solution involves fabrication of N,S co-doped carbon coated In_(2)O_(3)/In_(2)S_(3)heterostructure(In_(2)O_(3)-In_(2)S_(3)@NSC)as a multifunctional host material for the *** In_(2)O_(3)-In_(2)S_(3)@NSC composite can reduce the Gibbs free energy for the conversion reactions of LiPSs,which results in superior *** synergy between different components in In_(2)O_(3)-In_(2)S_(3)@NSC and the unique 3D structure facilitate ion and electron transport in Li-S *** In_(2)O_(3)-In_(2)S_(3)@NSC/Li 2 S 6 cathode exhibits excellent rate capacity,with a capacity of 599 mAh g−1 at 5.5 C,and good cycle stability,with a capacity of 436 mAh g^(−1)after 1000 cycles at 1 ***,this study proposes a promising solution to improve the energy storage properties of Li-S batteries,which could potentially facilitate the commercialization of Li-S batteries.

关键词： Li-S battery Multifunctional host material Synergy Heterostructures energy storage properties

Performance analysis of ASR system in hybrid DNN-HMM framework using a PWL euclidean activation function

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Frontiers of Computer Science 2021年第4期15卷 185-195页

作者： Anirban DUTTA Gudmalwar ASHISHKUMAR Ch V Rama rao Department of electronics and Communication engineering National Institute of Technology MeghalayaShillong 793003India

Automatic Speech Recognition(ASR)is the process of mapping an acoustic speech signal into a human readable text *** systems exploit the Acoustic Component of ASR using the Gaussian Mixture Model-Hidden Markov Model(GMM-HMM)*** NeuralNetwork(DNN)opens up new possibilities to overcome the shortcomings of conventional statistical *** studies modeled the acoustic component of ASR system using DNN in the so called hybrid DNN-HMM *** the context of activation functions used to model the non-linearity in DNN,Rectified Linear Units(ReLU)and maxout units are mostly used in ASR *** paper concentrates on the acoustic component of a hybrid DNN-HMM system by proposing an efficient activation function for the DNN *** by previous works,euclidean norm activation function is proposed to model the non-linearity of the DNN *** non-linearity is shown to belong to the family of Piecewise Linear(PWL)functions having distinct *** functions can capture deep hierarchical features of the *** relevance of the proposal is examined in depth both theoretically and *** performance of the developed ASR system is evaluated in terms of Phone error Rate(PeR)using TIMIT *** results achieve a relative increase in performance by using the proposed function over conventional activation functions.

关键词： deep learning euclidean piecewise linear speech recognition activation function

Flexible organic solar cells for biomedical devices

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Nano Research 2021年第9期14卷 2891-2903页

作者： Bin Kan Faheem ershad Zhoulyu rao Cunjiang Yu Department of Mechanical engineering University of HoustonHoustonTX 77204USA Department of Biomedical engineering University of HoustonHoustonTX 77204USA Materials Science and engineering Program University of HoustonHoustonTX 77204USA Department of electrical and Computer engineering University of HoustonHoustonTX 77204USA Texas Center for Superconductivity University of HoustonHoustonTX 77204USA

Organic solar cells(OSCs),particularly made based on solution processing methods,have made significant progress over the past decades through the concurrent evolution of organic photovoltaic materials and device ***,high power conversion efficiencies around 18%and over 16%have been demonstrated in both rigid and flexible OSCs,*** most of the OSC research has centered on efficiency and cost,their emerging and potential usages in many critical applications,particularly in biomedical fields have been *** this mini-review,we will briefly discuss the high-performance organic photovoltaic materials and the representative flexible OSCs to give a scope on the recent rapid development of ***,we will review some progress on the applications of OSCs in biomedical devices and integrated *** potential challenges associated with integrating OSCs for biomedical devices will be put forward.

关键词： organic solar cells photovoltaic flexible biomedical bioelectronics

New Channel-Aware Modes for VoIP in 3GPP eVS Codec

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Journal of Beijing Institute of Technology 2019年第3期28卷 491-496页

作者： Shenghui Zhao Chongling rao School of Information and electronics Beijing Institute of Technology

Aiming at improving rate flexibility of the enhanced voice services (eVS) channel-aware mode for various VoIP applications, two new bit-rate channel-aware modes are proposed in this paper in addition to the existing 13.2 kbit/s mode. Channel-aware mode uses forward error correction by transmitting re-encoded information redundantly for use when the original information is lost or discarded due to late arrival to the receiver. The primary frame bit rate is reduced for the redundant accommodation. A modified quantization scheme is proposed for core encoding regarding the quality degradation. Partial redundant coding is a simplification of that in the existing 13.2 kbit/s channel-aware mode due to the bit constraint. The objective evaluation results of PeSQ show that the additional channel-aware modes achieve similar performance in improving the error robustness against missing packets as that of the existing 13.2 kbit/s mode. Multiple bit-rate modes can be dynamically selected in the communication system for more voice services in different bandwidths. On the other hand, optimal allocation based on real-time feedback can adapt to the rapidly-changing network environment as well as possible.

关键词： channel-aware modes 3GPP eVS codec redundancy error robustness

Morphology of the medullary visceral zone

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Chinese Science Bulletin 1999年第1期44卷 1-10页

作者： Zhiren rao Gong Ju Fourth Mil Med Univ Inst Neurosci Xian 710032 Peoples R China

Since 1990, a series of studies on rats, monkeys and human foetus showed that an arcshaped zone is present in the middle-caudal segment of medulla oblongata, running from the dorsomedial part to the ventrolateral part and passing through the reticular formation. It was named the medullary visceral zone (MVZ). The MVZ has been investigated with various techniques (Golgi method, Nissl method, immunohistochemical method, in situ hybridization method, triple labelling method, neurophysiological method, etc. ), and the morphological features as well as the physiological functions of MVZ have been preliminarily understood. It is proved that the medullary life center is located in *** introduction and some comments are given on the location of MVZ, its shape and extent, cytoarchitecture, and chemicoarchitecture, afferent and efferent fiber connections and their functions, and its important physiological functions.

关键词： medullary visceral zone medullary life center medulla oblongata.

Delay-dependent Wide-area Damping Controller Synthesis Approach Using Jensen’s Inequality and evolution Algorithm

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CSee Journal of Power and energy Systems 2023年第5期9卷 1774-1785页

作者： Wencheng Wu Xiaoru Wang Hong rao Baorong Zhou the School of electrical engineering Southwest Jiaotong UniversityChengduSichuan Province 610021China the Southwest electric Power Design Institute Sichuan Province 610056China the State Key Laboratory of HVDC Electric Power Research InstituteCSGGuangzhou 510663China

A time-delay-dependent wide-area damping controller synthesis approach,based on Jensen’s integral inequality and evolution algorithm,is developed to suppress the adverse effect of time delay on the supplemental control of high-voltage direct current(DC)transmission ***,the state-space model of hybrid AC/DC systems with time delay is derived and the delay-dependent criteria for the stability of the closed-loop system are provided based on Jensen’s integral ***,initial solutions are randomly generated to overcome the difficulty of solving the nonlinear matrix ***,the time-delay stability upper bound of the controller is optimized using the differential evolution *** comparison to popular time-delay stable controller design methods,such as the free-weighting-matrix approach,the proposed method based on output feedback realization requires fewer decision variables and is more suitable for large-scale hybrid AC/DC *** examples are introduced to verify the effectiveness of the proposed method.

关键词： Damping suppression delay-dependent control differential evolution algorithm Jensen’s inequality output feedback time-varying delay wide-area control

Rheological Behavior of Semi-Solid AZ91D Magnesium Alloy at Steady State

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Journal of Wuhan University of Technology(Materials Science) 2015年第1期30卷 162-165页

作者：闫洪 rao Yuansheng CHeN Guoxiang School of Mechanical and electrical engineering Nanchang University

The rheological behavior of semi-solid AZ91D magnesium alloy was investigated in isothermal steady state condition. The effects of stirring temperature and shearing rate on apparent viscosity of semi-solid alloy slurry at steady state were discussed. The results show that the apparent viscosity of semisolid AZ91D alloy increases with increasing solid fraction. It increases slightly before the solid fraction reaches a certain value, about 0.4, and then goes up rapidly aider the solid fraction reaches the critical value. However, the apparent viscosity decreases with increasing shearing rate, and the reduction amplitude is higher when the solid fraction is higher. According to the experimental data, an empirical equation that shows the effect of solid fraction and sheafing rate on the apparent viscosity of semi-solid AZ91D alloy can be built as ηa=9.7×10^-2 exp（13.87fs）γ^-0.58.

关键词： semi-solid magnesium alloy apparent viscosity solid fraction shearing rate

Separation of Metallic and Semiconducting Single-Walled Carbon Nanotubes Through Fluorous Chemistry

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Nano Research 2009年第3期2卷 183-191页

作者： Sandeep Ghosh N.R.rao Chemistry and Physics of Materials Unit DST unit on Nanoscience and CSIR Centre of Excellence in ChemistryJawaharlal Nehru Centre for Advanced Scientifi c ResearchJakkur P.O.Bangalore-560064India Solid State and Structural Chemistry Unit Indian Institute of ScienceBangalore-560012India

Separation of metallic from semiconducting single-walled carbon nanotubes has been a major challenge for some time and some previous efforts have resulted in partial success. We have accomplished the separation effectively by employing fl uorous chemistry wherein the diazonium salt of 4-heptadecafl uorooc tylaniline selectively reacts with the metallic nanotubes present in the mixture of nanotubes. The resulting fl uoroderivative was extracted in perfl uorohexane leaving the semiconducting nanotubes in the aqueous layer. The products have been characterized by both Raman and electronic absorption spectroscopy. The method avoids the cumbersome centrifugation step required by some other procedures.

关键词： Carbon nanotubes metallic semiconducting fl uorous separation