Polarimetric Image Discrimination With Depolarization Mueller Matrix by Pengcheng Wang, Qian Chen, Guohua Gu, Weixian Qian, Kan Ren

“…Finally, experiments on two groups of different materials are conducted to demonstrate the applicability and performance of the proposed method. …”
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A Novel Manipulation for Implementing Logic Operations Based on Plasmonic Resonators by Junxiong Chai, Yiyuan Xie, Yichen Ye, Lixia Fu, Lili Li, Ye Su, Ying Xiao, Yong Liu

“…This paper is of great significance to the design of optical logic device on-chip and provides a new method for designing other integrated photonic devices.…”
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An Overview of Human Pose Estimation Based on Wireless Signals by Yan CHEN, Rui ZHANG, Yadong LI, Ruiyuan SONG, Ruixu GENG, Hanqin GONG, Binquan WANG, Dongheng ZHANG, Yang HU

“…Wireless signal-based pose estimation technologies can be categorized into high-frequency and low-frequency methods. These methods differ in their hardware systems, signal characteristics, noise processing, and deep learning algorithm design based on the signal frequency used. …”
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Integrating Viewing Direction and Image Features for Robust Multi-View Multi-Object 3D Pedestrian Tracking by R. Ali, M. Mehltretter, C. Heipke

“…However, many of these developments do not address the critical challenge of generalization across different camera constellations, i.e., having camera constellations that differ between training and testing, limiting their effectiveness in real-world applications. …”
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Recent Progress in Ocean Intelligent Perception and Image Processing and the Impacts of Nonlinear Noise by Huayu Liu, Ying Li, Tao Qian, Ye Tang

“…Deep learning network models are crucial in processing images acquired from optical, laser, and acoustic sensors in ocean intelligent perception and target detection. …”
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Colorimetric Visualization of Chirality: From Molecular Sensors to Hierarchical Extension by Yuji Kubo

“…However, the realization of chiral detection using this approach is still challenging because the construction of a three-dimensional optical recognition site is required to easily discern differences in chirality. …”
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Masked Feature Residual Coding for Neural Video Compression by Chajin Shin, Yonghwan Kim, KwangPyo Choi, Sangyoun Lee

“…In addition, we introduce a Motion Refiner to enhance the quality of the decoded optical flow. Experimental results show that our model achieves an 11.76% bit saving over the model without the proposed methods, averaged over all HEVC test sequences, demonstrating the effectiveness of the proposed methods.…”
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Can Stereoscopic Density Replace Planar Density for Forest Aboveground Biomass Estimation? A Case Study Using Airborne LiDAR and Landsat Data in Daxing’anling, China by Xuan Mu, Dan Zhao, Zhaoju Zheng, Cong Xu, Jinchen Wu, Ping Zhao, Xiaomin Li, Yong Pang, Yujin Zhao, Tianyu An, Yuan Zeng, Bingfang Wu

“…In conclusion, the use of the stereo method to estimate forest AGB is superior to the planar method in optical remote sensing. …”
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Memory Effect on Adaptive Decision Making with a Chaotic Semiconductor Laser by Takatomo Mihana, Yuta Terashima, Makoto Naruse, Song-Ju Kim, Atsushi Uchida

“…We investigate the effect of a memory parameter on the performance of adaptive decision making using a tug-of-war method with the chaotic oscillatory dynamics of a semiconductor laser. …”
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Using Second-Harmonic Generation Microscopy Images of Bee Honey Crystals to Detect Fructose Adulteration by Manuel H. De la Torre-I, J. M. Flores-Moreno, C. Frausto-Reyes, Rafael Casillas-Peñuelas

“…Second-harmonic generation microscopy is an optical method that images microstructures, such as sugar crystals in bee honey, without the interference of the liquid phase. …”
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Machine learning-based optimization of photogrammetric JRC accuracy by Qinzheng Yang, Ang Li, Yipeng Liu, Hongtian Wang, Zhendong Leng, Fei Deng

“…Finally, the applicability and limitations of the newly proposed method were further discussed.…”
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Multiphase Identification Through Automatic Classification from Large-Scale Nanoindentation Mapping Compared to an EBSD-Machine Learning Approach by Carl Slater, Bharath Bandi, Pedram Dastur, Claire Davis

“…However, as the microstructural system complexity increased, variations were observed between different analysts and the sensitivity to the ML training data increased when four phases were present (reaching up to ~11% difference in the ferrite phase fraction determined). …”
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Microbiome Analysis Using Bronchoscopy for Diagnosis and Prognosis of Lung Disease: A Systematic Review by Ibrahim Syamsuri, Rahel Yuana Sadikim, Sri Wulantini, Isnin Anang Marhana, Muhammad Miftahussurur

“…With their ability to produce antibiotics, influence drug transport, and serve as vehicles or adjuvants for drug delivery, microbial signatures may provide new information on the pathophysiology of different lung illnesses. Most investigations of lung microbiome signatures were previously conducted using bronchoalveolar lavage (BAL) fluid and usually required bronchoscopy, a technique that involves passing an optical device through the airways to visualize the tracheobronchial tree. …”
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Dynamic 3D shape reconstruction under complex reflection and transmission conditions using multi-scale parallel single-pixel imaging by Zhoujie Wu, Haoran Wang, Feifei Chen, Xunren Li, Zhengdong Chen, Qican Zhang

“…The experimental results confirm that the proposed method paves the way for dynamic 3D reconstruction under complex optical field reflection and transmission conditions, benefiting imaging and sensing applications in advanced manufacturing, autonomous driving, and biomedical imaging.…”
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Arc Characteristics of Various Alcohol Solutions in Water Plasma with a Tunable Mist Generation by Soon-Ho Kim, Manabu Tanaka, Takayuki Watanabe

“…The arc temperature was estimated using an optical emission spectrometer based on the Boltzmann plot method. …”
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A Hybrid Solar–Thermoelectric System Incorporating Molten Salt for Sustainable Energy Storage Solutions by Mahmoud Z. Mistarihi, Ghazi M. Magableh, Saba M. Abu Dalu

“…Furthermore, the new system can be manufactured in different sizes suitable for consumption whether in ordinary houses or commercial establishments and businesses. …”
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Considerations on the choice of experimental parameters in residual stress measurements by hole-drilling and ESPI by C. Barile, C. Casavola, G. Pappalettera, C. Pappalettere

“…Great number of investigations have been carried out to study this phenomenon. Over the years, different techniques have been developed to measure residual stresses; nowadays the combination of Hole Drilling method (HD) with Electronic Speckle Pattern Interferometry (ESPI) has encountered great interest. …”
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THE EMPIRICAL COMPARISON OF DEEP NEURAL NETWORK OPTIMIZERS FOR BINARY CLASSIFICATION OF OCT IMAGES by R. Loganathan, S. Latha

“…The algorithm "gradient descent with momentum" and "Root Mean Square Propagation (RMSP)" are intuitively combined in this method. To classify normal vs. AMD binary data on the optical coherence tomography (OCT) image dataset, the main objective of this work is to determine which optimizer yields the minimum loss and maximum accuracy throughout the training and testing phases of CNN, DNN, and VGG16 models. …”
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Design and Optimization of an Al Doped ZnO in Si-Slot for Gas Sensing by Ritapa Bhattacharjee, N. T. Kejalakshmy, B. M. Azizur Rahman

“…A Silicon waveguide incorporating a vertical slot filled with Al^+3 doped ZnO is proposed for gas sensing. The effect of different device parameters, namely, slot-height, slot-width, and Si-width on two key optical features related to sensing, that is, difference in effective index and differential modal loss, before and after the exposure to gas are investigated using a fully-vectoral finite element method. …”
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Functionally graded AZ91/WC nanocomposite fabricated via friction stir processing using a novel way by Subhi A.D., Abdulkareem M.H., Hussein H.A.

“…In this work, functionally graded AZ91/WC nanocomposites were prepared by a novel multi-step chamber diameter reduction method. The WC nanoparticles were packed into chambers with graded diameters and processed by friction stirring using a tool with four-sided grooved probe. …”
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