Traffic environment perception algorithm based on multi-task feature fusion and orthogonal attention by Zhengfeng LI, Mingen ZHONG, Yihong ZHANG, Kang FAN, Zhiying DENG, Jiawei TAN

“…By integrating features across different scales, C2f-K effectively reduces background noise and interference, thereby improving the understanding of complex scenes of the model. …”
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SOME FEATURES OF MORPHOFUNCTIONAL STATUS OF PERPHERAL BLOOD PLATELETS IN DONORS AND RECIPIENTS OF RENAL ALLOGRAFT by I. A. Vasilenko, A. L. Valov, A. V. Vatazin, I. V. Nesterenko, E. E. Kruglov

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Intrusion Discrimination in Terms of LMD and ICA With Combined Features in The Fiber-Optic Perimeter System by Meng Li, Yifei Zhao, Yuzhao Ma, Guizhong Zhang

“…With multiple features from the sensitive information, the type of intrusions can be discriminated by the method of serial feature fusion (SFF). …”
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Signal entropy feature extraction and simulation analysis of the armored target with passive millimeter wave by Jianli FENG, Mingshi LUO, Xiaomin ZHANG

“…According to the irregular fluctuation of the armored target's detection signal with passive millimeter wave,an armored target's recognition method which the feature is entropy was proposed.Based on the measured data,the validity of this method was demonstrated.Through simulation,the antenna temperature curve of armored target,dry sand,steel and water was obtained respectively.Then,the entropy feature of each one was extracted.The histogram and the average value of the entropy were analyzed.The results show that when the entropy was used as the feature,the armored target from the background and typical“interferences”can be effectively recognized and practical engineering significance was obtained.…”
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Signal entropy feature extraction and simulation analysis of the armored target with passive millimeter wave by Jianli FENG, Mingshi LUO, Xiaomin ZHANG

“…According to the irregular fluctuation of the armored target's detection signal with passive millimeter wave,an armored target's recognition method which the feature is entropy was proposed.Based on the measured data,the validity of this method was demonstrated.Through simulation,the antenna temperature curve of armored target,dry sand,steel and water was obtained respectively.Then,the entropy feature of each one was extracted.The histogram and the average value of the entropy were analyzed.The results show that when the entropy was used as the feature,the armored target from the background and typical“interferences”can be effectively recognized and practical engineering significance was obtained.…”
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A Detection Method With Antiinterference for Infrared Maritime Small Target by Xun Zhang, Aiyu Wang, Yan Zheng, Suleman Mazhar, Yasheng Chang

“…These dissimilarities construct the feature of a region. With this feature, detection for recalling all suspected targets is achieved. …”
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Terahertz Multicolor Imaging of Opaque Objects Using Self-Mixing Interferometry with Quantum-Cascade Lasers by Jiaxuan Cai, Yan Xie, Yingxin Wang, Meng Chen, Lianhe Li, Mohammed Salih, Edmund H. Linfield, Ning Yang, Weidong Chu, Peng Bai, Ziran Zhao

“…Self-mixing interference in a terahertz quantum-cascade laser has been demonstrated to be suitable for the detection of weak signals scattered or reflected by the target. …”
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Multi-View and Multi-Type Feature Fusion Rotor Biofouling Recognition Method for Tidal Stream Turbine by Haoran Xu, Dingding Yang, Tianzhen Wang, Mohamed Benbouzid

“…However, image signals are sensitive to background interferences, and underwater targets blend with the water background, making it difficult to extract target features. …”
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SPECIFIC FEATURES OF FORMATION AND HISTORICAL ROLE OF GREBENSKY AND TERSKY COSSACKS AT THE EARLY STAGE OF DEVELOPMENT by A. A. Kudryavtsev

“…It should be noted that it did not interfere with their main task -protection of interests and the southern boundaries of Russia.…”
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Visual–Inertial Autonomous UAV Navigation in Complex Illumination and Highly Cluttered Under-Canopy Environments by Leyang Zhao, Weixi Wang, Qizhi He, Li Yan, Xiaoming Li

“…The implementation of UAV autonomous navigation in such environments faces challenges, including dense obstacles, GNSS signal interference, and varying lighting conditions. This paper introduces a UAV autonomous navigation method specifically designed for under-canopy environments. …”
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Landscape structure coupled to instream features shape freshwater biodiversity in Cerrado agricultural landscapes by Juliana Silveira dos Santos, Erica Hasui, Fabrício Barreto Teresa, João Carlos Nabout, Karine Borges Machado, Felipe Martello, Ludgero Cardoso Galli Vieira, Rosane Garcia Collevatti

“…Freshwater biodiversity is threatened at global scale, thus, understanding how it responds to anthropogenic interferences is critical, especially in regions where human disturbances have quickly altered natural ecosystems. …”
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A Sparse Feature-Based Mixed Signal Frequencies Detecting for Unmanned Aerial Vehicle Communications by Yang Wang, Yongxin Feng, Fan Zhou, Xi Chen, Jian Wang, Peiying Zhang

“…On this basis, complex dilated convolution and deconvolution are used successively to perform feature extraction on the separated signals, which enhances the receptive field and frequency resolution ability of the network for signals, reduces the interference between noise and different component signals, and realizes the accurate estimation of the number of components and carrier frequencies. …”
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SFG-Net: A Scattering Feature Guidance Network for Oriented Aircraft Detection in SAR Images by Qingyang Ke, Youming Wu, Wenchao Zhao, Qingbiao Meng, Tian Miao, Xin Gao

“…This enables the network to focus on critical discriminative features and leverage robust scattering features as guidance to enhance detection accuracy while suppressing interference. …”
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Connecting communities: Enhancing broadband access in rural Tanzania through small cell deployment by Pascal Yamakili, Mrindoko Rashid Nicholaus

“…Methods: A framework is designed by leveraging LTE-Advanced features and integrating Macro cells and small cells in the WinProp tool for wireless propagation and radio network planning. …”
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Research of the total spectral density of signals in the LTE up-link by A. A. Novikova, V. M. Kozel, K. A. Kavaliou

“…The conclusion is made about the possibility of using an equivalent uniform spectral density to describe interference effects from groupings of subscriber terminals of LTE communication networks.…”
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AAV-shDUX4 provides short-term benefits but limited long-term efficacy in a DUX4 mouse model of FSHD by S. Sohn, S. Reid, M. Bowen, C. Hudon, E. Corbex, B. Morel, C. Hourde, V. Mariot, J. Dumonceaux

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Aerodynamic Optimization Design of an Orthogonal Octo-Rotor UAV in a Hovering State by Yao Lei, Hengxing Yang, Jifu Hu, Xuan Li, Jiafu Qiu, Yuanfeng Zhang

“…Compared with the traditional planar multirotor UAV, this novel orthogonal octo-rotor UAV features a compact structure with four horizontal main rotors for stability and thrust and four vertical auxiliary rotors for lateral movement. …”
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Subway Platform Passenger Flow Counting Algorithm Based on Feature-Enhanced Pyramid and Mixed Attention by Jing Zuo, Guoyan Liu, Zhao Yu

“…In the proposed passenger flow counting algorithm, the feature-enhanced pyramid structure is used to retain the channel information of deep features and eliminate the aliasing effect caused by fusion to enhance the feature representation of the original image and effectively solve the scale problem. …”
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A New Time-frequency Domain Feature Extraction Method for Rolling Bearing Fault Diagnosis by Chen Junjie, Wang Xiaofeng, Liu Fei, Zhou Wenjing

“…For fault diagnosis of rolling bearings,a new feature extraction strategy based on short time Fourier transform（ STFT） and bag of wordss（ BOW） is proposed. …”
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Weak Fault Feature Extraction for Rolling Element Bearing Based on a Two-Stage Method by LianHui Jia, LiJie Jiang, YongLiang Wen, Hongchao Wang

“…However, fault feature extraction will become very difficult in the early weak fault stage of REB due to the interference of strong background noise. …”
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