SBCS-Net: Sparse Bayesian and Deep Learning Framework for Compressed Sensing in Sensor Networks by Xianwei Gao, Xiang Yao, Bi Chen, Honghao Zhang

“…Extensive experimental results consistently show that SBCS-Net outperforms many mainstream methods in both reconstruction accuracy and visual quality. …”
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A vision-language model for predicting potential distribution land of soybean double cropping by Bei Gao, Yuefeng Liu, Yanli Li, Hongmei Li, Meirong Li, Wenli He

“…Its efficiency is further highlighted by reduced computation a demands compared to baseline methods. AgriCLIP’s ability to seamlessly integrate visual and contextual information not only advances prediction accuracy but also provides interpretable insights for agricultural planning and climate adaptation strategies, offering a robust and scalable solution for addressing the challenges of food security in the context of global climate change.…”
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Early osteoarthritis – current state of the art by N. G. Pravdyuk

“…Quantitative, contrast-enhanced magnetic resonance imaging methods, as well as hybrid methods are used to visualize OA at an early stage. …”
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Novel cross-dimensional coarse-fine-grained complementary network for image-text matching by Meizhen Liu, Anis Salwa Mohd Khairuddin, Khairunnisa Hasikin, Weitong Liu

“…Researchers strive to overcome the challenges by proposing numerous significant efforts directed toward narrowing the semantic gap between visual and textual modalities. However, existing methods are usually limited to computing the similarity between images (image regions) and text (text words), ignoring the semantic consistency between fine-grained matching of word regions and coarse-grained overall matching of image and text. …”
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Methodological approaches to identifying and mapping fields of specific crops on a basis of high-resolution satellite images using phenological, geographic, and regional statistica... by Alexey Unagaev, Irina Korotkova, Natalia Efremova

“…Currently, methods for mapping agricultural crops have been predominantly developed for a number of the most important and popular crops. …”
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The tactics of choice of surgical intervention in the diagnosis of space-occupying process of the fallopian tubes in women of reproductive age by M. I. Pavlyuchenko

“…Analysis of the use of modern methods of surgical treatment of space-occupying process of the fallopian tubes in women of reproductive age based on the study of anamnestic, clinical and instrumental methods of diagnosis. …”
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Designing the Forest of Tomorrow: Generating Virtual Trees with Adversarial Autoencoders by H. Hristova, C. Blattert, S. Puliti, J. Schweier

“…Employing a deep learning approach, we train models on existing 3D scanned data to produce diverse and realistic visual representations of specific tree species. Our method addresses the limitations of existing synthetic tree generation techniques, which often overlook species-specific characteristics. …”
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Refleksje nad zastosowaniem korczakowskich metod partycypacyjnej pracy z dziećmi w obozach dla uchodźców by Urszula Markowska-Manista, Dominika Zakrzewska-Olędzka

“…Through reference to activities implemented there and oriented towards children, we discuss their problematic character connected with e.g. the absence of participatory, rights-based approach (art. 12 CRC) that serves children’s emancipation and equality. In the second part of the article, we propose the implementation of Janusz Korczak’s methods – solutions for participatory work with children (“underprivileged” groups), which seem both timeless and universal. …”
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Research on Performance of Fiber-Based Multiple Apertures Receiver System with PPM Modulation by Kangning LI, Xu FENG, Jianwen GAO, Jing Ma

“…The performance of fi ber-based FSO with multiple apertures receiver system was studied for pulse position modulation (PPM) .Expressions of PPM modulated signal-to-noise ratio (SNR) and bit-error rate (BER) for fi ber-based FSO multiple apertures receiver system were presented based on the probability density function of Gamma-Gamma intencity distribution and non–central chisquare fi ber coupling effi ciency distribution under atmospheric infl uence.Selection combining (SC), equal gain combining (EGC) and maximum ratio combining (MRC) were considered to be three signal combining methods for multiple apertures receiver system.The BER performance of 4PPM modulted SC, EGC and MRC fi ber-based multiple apertures receiver system and single aperture receiver system with the same total aperture area were comparative analyzed by Monte Carlo simulation.The BER performance of fi ber-based multiple apertures receiver systems in 4PPM and 8PPM modulation modes were directly compared for diff erent combining methods.…”
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Optical screening of citrus leaf diseases using label-free spectroscopic tools: A review by Saurav Bharadwaj, Akshita Midha, Shikha Sharma, Gurupkar Singh Sidhu, Rajesh Kumar

“…Nevertheless, the majority of optical spectroscopic methods for citrus disease detection are still in the trial phases and, require additional efforts to be established as efficient and commercially viable methods. …”
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Evaluation of the efficiency of rehabilitation interventions in patients after unilateral biportal endoscopic discectomy by V. Balan, L. Kravchuk, I. Fishchenko, D. Uleshchenko, R. Sergienko

“…The sample consisted of the main group (MG, n = 74) — patients who underwent removal of the hernia of the intervertebral disc used UBED and complex rehabilitation and control group (CG, n = 68) — UBED was performed without a rehabilitation course. Study methods: we used visual-analogue scale (VAS) and Oswestry questionnaire before surgery and after it (in 1 day and 1, 6 and 12 months). …”
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Discrete-Time Sliding Mode Control Coupled with Asynchronous Sensor Fusion for Rigid-Link Flexible-Joint Manipulators by Guangyue Xue, Xuemei Ren, Kexin Xing, Qiang Chen

“…The extended Kalman filter- (EKF-) based asynchronous multirate sensor fusion method deals with the slow sampling rate and the latency of camera by using motor encoders to cover the missing information between two visual samples. …”
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Studying riots through the lens of social media by Lucas Spierenburg, Sander van Cranenburgh, Oded Cats

“…Our method yields a spatial resolution of 300 $$\times$$ × 300 m, thereby facilitating a detailed analysis of riot distributions at unprecedented scale. …”
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Development of Image-Based Water Level Sensor with High-Resolution and Low-Cost Using Image Processing Algorithm: Application to Outgassing Measurements from Gas-Enriched Polymer by Ji Hun Lee, Jae Kap Jung

“…In conclusion, the image-based water level sensor that was developed provides a reliable method for real-time visual monitoring of water levels in six channels simultaneously.…”
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Temporal lobe hypogenesis associated with arachnoid cyst in patients with epilepsy by Eliane Kobayashi, Leonardo Bonilha, Li M. Li, Fernando Cendes

“…OBJECTIVE: To determine the frequency of temporal lobe hypogenesis (TLH) associated with arachnoid cysts (AC) in patients with epilepsy. METHOD: We retrospectively revised 655 consecutive MRI scans from patients followed in our epilepsy clinic. …”
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Adaptive Image Compressive Sensing Using Texture Contrast by Fang Sun, Dongyue Xiao, Wei He, Ran Li

“…Experimental results show that our adaptive sampling scheme improves the rate-distortion performance of image CS compared with the existing adaptive schemes and the reconstructed images by our method achieve better visual quality.…”
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American Jurisprudence in the Protection of Literary and Graphic Characters in the Copyright System by Mehdi Zahedi, Sara Solhchi

“…This article addresses the conditions under which literary and graphic characters are protected under American judicial procedure, using an analytical-descriptive method and library-based information collection. It also examines the exceptions to this protection. …”
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Analytical and Dynamical Study of Solitary Waves in a Fractional Magneto-Electro-Elastic System by Sait San, Beenish, Fehaid Salem Alshammari

“…Using the direct algebraic method, several new soliton solutions were derived under specific parameter constraints. …”
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Titanocenes functionalization with high chemical diversity via titanium protecting groups by Emanuele Casali, Andrea Gandini, Gabriele Merlo, Lorenzo Carli, Jan J. Weigand, Alessio Porta, Giuseppe Zanoni

“…The efficient incorporation of biomolecules such as biotin and cholesteryl derivatives through click-chemistry ligation underscores the potential of this method to facilitate the development of titanocene-based agents for pharmaceutical applications. …”
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Deep reinforcement learning for integrated vessel path planning with safe anchorage allocation by Gil-Ho Shin, Hyun Yang

“…The model implements a specialized grid extension method that accounts for actual vessel dimensions and wind direction, while incorporating differentiated safety distances for each anchorage area. …”
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