GazeNet: A lightweight multitask sclera feature extractor by Matej Vitek, Vitomir Štruc, Peter Peer

“…The proposed GazeNet network has a computational complexity below 1 GFLOP, making it appropriate for less capable devices like smartphones and head-mounted displays. …”
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Modified SIFT Descriptors for Face Recognition under Different Emotions by Nirvair Neeru, Lakhwinder Kaur

“…Second, the computational complexity of SIFT in descriptor calculation is reduced by subtracting average from each descriptor instead of normalization. …”
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Minimizing Sensor Failures in Wireless Rechargeable Sensor Networks With Obstacles Through Fresnel Diffraction Model by Kun Wang, Zhejun Shen

“…Then we design the spatial and time discretization methods, whose approximate ratios are precisely determined to reduce the computational complexity of the charging optimization problem. …”
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Search-Free Angle, Range, and Velocity Estimation for Monostatic FDA-MIMO by Zihang Ding, Junwei Xie, Jiaang Ge

“…To overcome the problem of the high computational complexity associated with the searching estimation algorithms, the parallel factor (PARAFAC) decomposition is introduced to estimate the space-time steering vector. …”
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A Labeled Multi-Bernoulli Filter Based on Maximum Likelihood Recursive Updating by Yuhan Song, Han Shen-Tu, Junhao Lin, Yizhen Wei, Yunfei Guo

“…However, when tracking multiple targets in dense clutters, the computational complexity of the traditional labeled multi-Bernoulli filter will increase exponentially. …”
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Programmed Tool for Quantifying Reliability and Its Application in Designing Circuit Systems by N. S. S. Singh

“…However, the process of computing reliability has become very time consuming and troublesome as the computational complexity grows exponentially with the dimension of circuit systems. …”
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A Combined ESPRIT-MUSIC Method for FDA-MIMO Radar with Extended Range Ambiguity Using Staggered Frequency Increment by Yuwei Song, Guimei Zheng, Guoping Hu

“…For the problem of joint angle and range estimation with frequency diverse array (FDA), MIMO radar, staggered frequency increment is proposed to expand the range ambiguity and the joint algorithm of ESPRIT and MUSIC is proposed to reduce the computational complexity. The uniformly weighted beampattern of FDA is a SINC-like function. …”
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Low-Complexity Online Synthesis for AMIDAR Processors by Stefan Döbrich, Christian Hochberger

“…In this paper, we show that even a relative simplistic synthesis approach with low computational complexity can have a strong impact on the performance of compute intensive applications.…”
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Fast two dimensional to three dimensional registration of fluoroscopy and CT-scans using Octrees on segmentation maps by Luca Bertelli, Frédéric Gibou

“…The DRR generation process is the bottleneck of any three dimensional to two dimensional registration system, since its computational complexity scales with the number of voxels in the Computed Tomography Data, which can be of the order of tens to hundreds of millions. …”
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Scalable Alternating Projection and Proximal Splitting for Array Pattern Synthesis by Yubing Han, Chuan Wan

“…Finally, the selection of the weighted matrix and computational complexity are discussed briefly. Several typical linear and planar synthesis examples with or without the embedded element patterns are provided to demonstrate the effectiveness and power of the proposed method.…”
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An Efficient 2-D DOA Estimation for a Cylindrical Conformal Array with Unknown Mutual Coupling by Chao Liu, Shunian Yin

“…The proposed method can well calibrate the mutual coupling effect of a cylindrical array with a low computational complexity. The final simulation results corroborate our analysis.…”
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Deep Learning-Based Prediction of Physical Stability considering Class Imbalance for Amorphous Solid Dispersions by Hanbyul Lee, Junghyun Kim, Suyeon Kim, Jimin Yoo, Guang J. Choi, Young-Seob Jeong

“…Furthermore, it significantly reduces the computational complexity of both training and test processes.…”
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Parallel Calculation of Random Vibration for Reentry Vehicles in Fluctuating Pressure Environment by Xuanhua Fan, Jun Liang, Keying Wang, Huan Zhou

“…The novel algorithm based on the modal superposition method reduces the computational complexity, realizes the parallel calculation, and achieves the maximum numerical simulation calculation capacity of 1.045 billion degrees of freedom (DOFs) while improving the calculation efficiency and the accuracy of the results. …”
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Improved ESPRIT Method for Joint Direction-of-Arrival and Frequency Estimation Using Multiple-Delay Output by Wang Xudong, Xiaofei Zhang, Jianfeng Li, Jinchao Bai

“…Furthermore, the proposed algorithm can obtain automatic pairing DOA and frequency parameters, and it has a comparative computational complexity in contrast to Wang’s ESPRIT algorithm. …”
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Optimization of fuzzy linear fractional programming problem with fuzzy numbers by Sapan Das

“…This paper outfits another idea for diminishing the computational complexity, in any case without losing its viability crisp LFP problem. …”
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Reduced-Complexity Direction of Arrival Estimation Using Real-Valued Computation with Arbitrary Array Configurations by Feng-Gang Yan, Jun Wang, Shuai Liu, Yi Shen, Ming Jin

“…Numerical simulations over a wide range of scenarios are conducted to show the performance of the new technique, which demonstrates that with a significantly reduced computational complexity, the new approach is able to provide a close accuracy to the standard MUSIC.…”
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Parametric Nonlinear Model Reduction Using K-Means Clustering for Miscible Flow Simulation by Norapon Sukuntee, Saifon Chaturantabut

“…The resulting POD basis is then used with Galerkin projection to construct reduced-order systems for various parameter vectors in the given domain together with applying the discrete empirical interpolation method (DEIM) to further reduce the computational complexity in nonlinear terms of the miscible flow model. …”
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l0 Sparsity for Image Denoising with Local and Global Priors by Xiaoni Gao, Mei Yu, Jianrong Wang, Jianguo Wei

“…In addition, to make the correlations between pixels more meaningful, we adopt Principle Component Analysis to measure the similarities, which can be both propitious to reduce the computational complexity and improve the accuracies. Experiments on the benchmark image set show that the proposed approach can achieve superior performance to the state-of-the-art approaches both in accuracy and perception in removing the zero-mean additive white Gaussian noise.…”
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SAMPLING OF THE PLAN OF REPAIRS OF THE MAIN EQUIPMENT IN THE ELECTRICAL POWER SYSTEM by O. I. Alexandrov

“…The main problems that hinder mathematical modeling of decision-making concerning operational applications for the repair of the main power equipment of power system are: the need for a coherent account of a large number of limiting factors and indicators of effectiveness of the solutions; the need of information and algorithmic trade-offs with the objectives of adjacent levels of spatial, temporal and functional hierarchy; the lack of developments in the standardization of information structures that adequately reflect the process of finding solutions; the computational complexity of several restrictions of the optimization problem subject to mandatory registration.…”
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Channel Estimation Optimization Model in Internet of Things Based on MIMO/OFDM with Deep Extended Kalman Filter by Van Tinh Shi, Dong Ren Nhg

“…However, due to high computational complexity as well as inaccurate channel estimation and remaining weaknesses such as latency and other quality of service criteria, especially Bit Error Rate (BER), Signal Noise Ratio (SNR), and Maximum to Average Power Ratio (PAPR), this research improves these two methods based on the Deep Extended Kalman filter.…”
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