3D Semantic VSLAM of Indoor Environment Based on Mask Scoring RCNN by Chongben Tao, Yufeng Jin, Feng Cao, Zufeng Zhang, Chunguang Li, Hanwen Gao

“…Firstly, feature points of images are extracted by Binary Robust Invariant Scalable Keypoints (BRISK) algorithm. …”
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Thermospheric Neutral Density Data Assimilation System Based on the Whole Atmosphere Model During the November 2003 Storm by Ching‐Chung Cheng, Timothy Fuller‐Rowell, Eric K. Sutton, Tzu‐Wei Fang, Jann‐Yenq Liu, Daniel R. Weimer

“…The second were neutral density estimates from the Global Ultraviolet Imager (GUVI) limb‐scan airglow observations aboard the Thermosphere Ionosphere Mesosphere Energetics and Dynamics satellite. …”
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Developments and clinical experiences in collagenase chemonucleolysis for lumbar disc herniation: a narrative review by Hao Zhang, Chi Zhang, Lin Li, Ming-liang Hu, Jian-ning Zhao, Zhang Zheng, Wen-feng Ding

“…Future research should focus on establishing accreditation systems, refining patient selection criteria, optimizing drug dosages, and exploring advanced image-guided technologies. While chemonucleolysis offers advantages such as minimal invasiveness and cost-effectiveness, its complexity necessitates a multidisciplinary approach. …”
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A Multistage Detection Framework Based on TFA and Multiframe Correlation for HFSWR by Zongtai Li, Gangsheng Li, Ling Zhang, Lanjun Liu, Q. M. Jonathan Wu

“…Subsequently, the improved TFA algorithm is applied to adjacent range cells of suspicious targets to generate multiframe TF images, forming a three-dimensional data block structured as time-RD frequency. …”
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Efficient organic pollutant mineralization via PMS-sonophotocatalysis with doped-ZnO-CNT aerogels by Queralt Bautista, Majdi Benamara, Shanyu Zhao, Elvira Gómez, Albert Serrà

“…Differences in particle aggregation and dispersion were observed in the scanning electron microscopy (SEM) images. X-ray diffraction (XRD) revealed that the hexagonal wurtzite structure of ZnO remained throughout all the samples, and Brunauer–Emmett–Teller (BET) analysis showed that their mesoporous nature and surface areas were enlarged. …”
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Deep Spatio-Temporal Illuminant Estimation Under Time-Varying AC Lights by Jun-Sang Yoo, Kang-Kyu Lee, Chan-Ho Lee, Ji-Min Seo, Jong-Ok Kim

“…The spatial branch learns the conventional spatial features from a single image, whereas the temporal branch learns the temporal features of AC-induced light intensity variations in a high-speed video. …”
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A Video-Based Cognitive Emotion Recognition Method Using an Active Learning Algorithm Based on Complexity and Uncertainty by Hongduo Wu, Dong Zhou, Ziyue Guo, Zicheng Song, Yu Li, Xingzheng Wei, Qidi Zhou

“…Facial video data can carry more emotional information than static images because emotional expression is a temporal process. …”
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Smartphone Household Wireless Electroencephalogram Hat by Harold Szu, Charles Hsu, Gyu Moon, Takeshi Yamakawa, Binh Q. Tran, Tzyy Ping Jung, Joseph Landa

“…Our main contributions are the fidelity of quality wireless EEG data compared to original tethered data and the speed of compressive image recovery. We have compared our recovery of ill-posed inverse data against results using Block Sparse Code. …”
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DyCeModel: a tool for 1D simulation for distribution of plant hormones controlling tissue patterning by D. S. Azarova, N. A. Omelyanchuk, V. V. Mironova, E. V. Zemlyanskaya, V. V. Lavrekha

“…Importantly, the tool is capable of automatically adjusting the parameters by fitting the distribution of the substance concentrations predicted in the model to experimental data taken from the microscopic images. Noteworthy, DyCeModel makes it possible to build models for distinct types of plant meristems with the same ODEs, recruiting specific input characteristics for each meristem. …”
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Side-Scan Sonar Small Objects Detection Based on Improved YOLOv11 by Chang Zou, Siquan Yu, Yankai Yu, Haitao Gu, Xinlin Xu

“…In conclusion, the improved YOLOv11-SDC offers a promising solution for detecting small objects in SSS images, showing substantial potential for marine applications.…”
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Automated quantification of axonal and myelin changes in contusion, dislocation, and distraction spinal cord injuries: Insights into targeted remyelination and axonal regeneration by Xuan Li, Yuan He, Fangyao Chen, Xin Tong, Yunlong Fan, Yuzhe Langzhou, Jie Liu, Kinon Chen

“…Spinal cords were processed and stained for neurofilament, tubulin, and myelin basic protein, with histology images segmented into dorsal, lateral, and ventral white matter regions. …”
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Optimizing Non-Thermal Magnetic Field to Minimize Weight Loss and Tissue Degradation: Identifying Possible Enzyme Inhibition Mechanisms by Chao-Kai Chang, Prakoso Adi, Rizka Mulyani, Chun-Fu Lin, Ratna Sari Listyaningrum, Shella Permatasari Santoso, Mohsen Gavahian, Chang-Wei Hsieh

“…Also, cross-sectional images and external appearance demonstrated that MF-treated tomatoes retained their internal tissue structure throughout the extended storage period. …”
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River Channel Microgeomorphic Feature Extraction and Potential Sandstorm Source Identification Method Based on a Convolutional Autoencoder Model by Kecong Wu, Lirong Chen, Yalige Bai, Xinhang Wang, Danzeng Pingcuo, Zhongpeng Han, Chengshan Wang

“…The approach was applied to the Yarlung Zangbo River from Qushui to Zedang using 2013–2018 Landsat 8 remote sensing images. The results show that this method can effectively identify river microtopographic features and potential sandstorm sources.…”
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Synthesis and characterization of nano dicalcium phosphate dihydrate from biogenic sources by Md. Kawcher Alam, Md. Sahadat Hossain, Mofassel Hossen Akash, Muhammad Shahriar Bashar, Newaz Mohammed Bahadur, Samina Ahmed

“…FT-IR spectroscopy was employed to determine the presence of functional groups in the prepared DCPD. SEM image confirms plate-like structure, indicating homogeneity in both size and shape. …”
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Regulating strength and ductility of gradient-structured Cu–Al–Zn via SMAT and annealing by Zhilin Wu, Baozhuang Cai, Yunhua Bai, Shuwie Quan, Xingfu Li, Cong Li, Tabasum Huma, Yulan Gong, Lele Sun, Hongjiang Pan, Zhilong Tan, Xinkun Zhu

“…Furthermore, the digital image correlation (DIC) results indicate that during tensile deformation, gradient-structured Cu–Al–Zn alloys with low SFE can form dispersed strain bands, which contributes to improved ductility. …”
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In-situ synthesize of Ag NPs/SiO2 nanocomposite by gamma ray and its application as catalyst in decolorization of dyes by M. Bagherzadeh, M.H. Choopan Dastjerdi, J. Mokhtari, F. Abadian-Naeini, M. Mohsennia

“…Samples of Ag NPs/SiO2 were characterized using XRD, FE-SEM, and EDXA methods to ensure their successful synthesis. The FE-SEM images of nanocomposite showed that the cubic Ag NPs with mostly 100 ± 4 nm particles size, had successfully formed and were well dispersed on the SiO2 surface. …”
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Effect of Allium cepa L. on Lipopolysaccharide-Stimulated Osteoclast Precursor Cell Viability, Count, and Morphology Using 4′,6-Diamidino-2-phenylindole-Staining by Tatiane Oliveira, Camila A. Figueiredo, Carlos Brito, Alexander Stavroullakis, Anuradha Prakki, Eudes Da Silva Velozo, Getulio Nogueira-Filho

“…Additionally a caspase 3/7 luminescence assay was used to disclose apoptosis and there was no difference in apoptotic activity between tested groups and control group. Fluorescence images stained by DAPI showed no alteration on the morphology and cell counts of LPS-stimulated osteoclast precursor cells with the use of AcE in all tested concentrations when compared to control. …”
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A Review of Artificial Intelligence Methods for Condition Monitoring and Fault Diagnosis of Rolling Element Bearings for Induction Motor by Omar AlShorman, Muhammad Irfan, Nordin Saad, D. Zhen, Noman Haider, Adam Glowacz, Ahmad AlShorman

“…Moreover, these techniques include signal/image processing, intelligent diagnostics, data fusion, data mining, and expert systems for time and frequency as well as time-frequency domains. …”
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A Tensor-Based Go Decomposition Method for Hyperspectral Anomaly Detection by Meiping Song, Xiao Zhang, Lan Li, Hongju Cao, Haimo Bao

“…This cannot well maintain the characteristics of the hyperspectral image (HSI) in each dimension, thus degenerating its representation capacity. …”
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AI-Enhanced Design and Application of High School Geography Field Studies in China: A Case Study of the Yellow (Bohai) Sea Migratory Bird Habitat Curriculum by Binglin Liu, Weijia Zeng, Weijiang Liu, Yi Peng, Nini Yao

“…The course content revolves around the “human–land coordination concept”, including pre-trip thinking, research and study during the trip, and post-trip exhibition learning, covering regional cognition, remote sensing image analysis, field investigation, and protection plan display activities. …”
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