CSANet: Context–Spatial Awareness Network for RGB-T Urban Scene Understanding by Ruixiang Li, Zhen Wang, Jianxin Guo, Chuanlei Zhang

“…However, existing approaches face significant challenges under low-light and adverse weather conditions. To address these limitations, we propose CSANet (Context Spatial Awareness Network), a novel framework that effectively integrates RGB and thermal infrared (TIR) modalities. …”
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MUFFNet: lightweight dynamic underwater image enhancement network based on multi-scale frequency by Dechuan Kong, Dechuan Kong, Yandi Zhang, Xiaohu Zhao, Yanqiang Wang, Lei Cai

“…A Multi-Scale Enhancement Prior algorithm enhances high-frequency and low-frequency features while the Information Flow Interaction module mitigates information stratification and blockage. …”
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Color change mechanism and application of oxidized carbon dots/I2O4 composite (OCDs/I2O4) in alcoholic beverages by Ming-yu Shi, Ao Li, Tian-hao Ji, Da-jian Jv, Zhe-mi Xu

“…Herein, we developed a non-toxicity, practical, low-cost and portable visual indicator for ethanol detection based on OCDs/I2O4 nanopowders. …”
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The Subjective and Objective Evaluation of the Efficacy of Public Spaces in University Complexes: A Case Study of the Center for Balance Architecture at Zhejiang University by Linfeng Yao, Danshen Dong, Yuxi He, Jing Wang

“…Using the Center for Balanced Architecture at Zhejiang University as a case study, we employed a mixed-methods approach that combined Depthmap software for spatial integration and visual integration analyses with user satisfaction surveys. …”
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Induced current density evaluation in organs of a human, located in the overhead power lines passage zone by Sergey Yu. Perov, Valentina S. Orlova, Vladimir V. Zhurov

“…The combined effect of ultra-low-frequency electric and magnetic fields on the human body in the context of the density of induced currents in organs has been analyzed. …”
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Magnetoencephalographic Signals Identify Stages in Real-Life Decision Processes by Sven Braeutigam, John F. Stins, Steven P. R. Rose, Stephen J. Swithenby, Tim Ambler

“…This sequence engaged first the visual cortex (80-100 ms), then as the images were analyzed, predominantly the left temporal regions (310-340 ms). …”
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A generalized method to determine detectability of rare and cryptic species using the ornate box turtle as a model by Jeanine M. Refsnider, Timothy S. Mitchell, Henry M. Streby, Jeramie T. Strickland, Daniel A. Warner, Fredric J. Janzen

“…Our method of using radiotelemetry to measure detection probability of a survey method could be easily applied to other small, cryptic, or rare species. However, our low detection probability and high frequency of nondetections recommend against use of visual‐encounter surveys alone in estimating population parameters for ornate box turtles. © 2011 The Wildlife Society.…”
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Methods Used to Assess Bull Sperm Chromatin Integrity and Its Correlation with In Vitro Embryo Production Efficiency by Matheus Vicente Silva, Lays Oliveira Rocha, Bruno Augusto Nassif Travençolo, Ednaldo Carvalho Guimarães, Marcelo Emilio Beletti

“…This study aimed to identify efficient, low-cost, and easy-to-apply methods for detecting chromatin integrity alterations. …”
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Contrast enhancement of digital images using dragonfly algorithm by Soumyajit Saha, Somnath Chatterjee, Shibaprasad Sen, Diego Oliva, Marco Perez-Cisneros, Ram Sarkar

“…Contrast enhancement aims to amplify the visual quality of images by modifying the contrast level because digital images may get distorted by casual acquisition. …”
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Compressed sensing transformer unfolding network for high resolution image denoising by Jie Zhang, Wenxiao Huang, Miaoxin Lu, Linwei Li, Yongpeng Shen, Yanfeng Wang, Jinsong Du

“…Extensive experimental results demonstrate that the proposed CST-UNet achieves high visual quality for reconstructed images, even under conditions of noise pollution and low sampling rates. …”
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Super-Resolution Reconstruction From Multiple Defocused Infrared Images of Stationary Scene by Yuxing Mao, Benjiang Zhao, Dongmei Yan, Haiwei Jia

“…Infrared image has poor visual effect for its low resolution. Super-resolution reconstruction (SRR) is an effective means to address this problem. …”
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Robust Vessel Segmentation in Fundus Images by A. Budai, R. Bock, A. Maier, J. Hornegger, G. Michelson

“…The results show an average accuracy above 94% and low computational needs. This outperforms state-of-the-art methods.…”
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Design of a digital system for operational parameters simulation of IPR-R1 Triga nuclear research reactor by Aldo Márcio Fonseca Lage, Adriano Almeida Massaud Felippe, Amir Zacarias Mesquita

“…It is noteworthy that the innovations developed in research reactors are normally used in power reactors. The relatively low costs enable research reactors to be an excellent laboratory for developing techniques for future reactors.…”
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Traditional restaurant managers’ use of sensory marketing to maintain customer satisfaction: Findings from PLS-SEM and fsQCA by Pantas H. Silaban, Wen-Kuo Chen, Ixora Javanisa Eunike, Andri Dayarana K. Silalahi

“…The results indicated that olfaction and haptics are significant factors in customer satisfaction, whereas visual, taste, and auditory are not. According to the QCA findings, two configurations were associated with high satisfaction outcomes, while two others were associated with low satisfaction outcomes. …”
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Integration of Earth Observation Data and Spatial Approach to Delineate and Manage Aeolian Sand-Affected Wasteland in Highly Productive Lands of Haryana, India by Kishan Singh Rawat, Shashi Vind Mishra, Sudhir Kumar Singh

“…A combined approach of digital classification backed with visual interpretation and ground verification was adopted. …”
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Pre-Filtering SCADA Data for Enhanced Machine Learning-Based Multivariate Power Estimation in Wind Turbines by Bubin Wang, Bin Zhou, Denghao Zhu, Mingheng Zou, Haoxuan Luo

“…Data generated during the shutdown or start-up processes of wind turbines, particularly in complex wind conditions such as offshore environments, often accumulate in the low-wind-speed region, leading to reduced multivariate power estimation accuracy. …”
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Retinocytoma: understanding pathogenesis, diagnosis, and treatment approaches by Maysa Al-Hussaini, Sarah Al Sharie, Hala Sultan, Mona Mohammad, Yacoub A. Yousef

“…The prognosis is generally favorable, with most patients maintaining good visual acuity and a low risk of progression to retinoblastoma. …”
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STUDY ON THE IMPLEMENTATION OF COMMUNITY-BASED INSTRUCTION IN GRADE 2 NATURAL AND SOCIAL SCIENCES IN BINH CHANH DISTRICT, HO CHI MINH CITY by Nguyen Minh Giang*, Nguyen Ho Kim Ngan

“…In particular, teachers recognize the importance of using posters in lessons as a tool to help students systematize knowledge, create a visual learning environment, foster creative thinking, and enhance learning motivation. …”
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Non-local spatiotemporal fusion incorporating optical flow estimation and spatial-spectral mitigation-based residual by Yaxu Wang, Xiaobo Luo, Hongwei Ye

“…Gaining high spatiotemporal images by fusion has emerged as an essential pre-processing step to integrate fine-spatial-low-temporal resolution (fine-resolution) and coarse-spatial-high-temporal resolution (coarse-resolution) images. …”
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Estimating TYLCV resistance level using RGBD sensors in production greenhouse conditions by Dorin Shmaryahu, Rotem Lev Lehman, Ezri Peleg, Guy Shani

“…For identifying plants with visual symptoms, our methods achieved an accuracy of 0.928, a precision of 0.934, and a recall of 0.95. …”
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