A new clothing image retrieval algorithm based on sketch component segmentation in mobile visual sensors by Haopeng Lei, Yugen Yi, Yuhua Li, Guoliang Luo, Mingwen Wang

“…The proposed strategy is to first collect a large scale of clothing sketches and images and tag with semantic component labels for training dataset, and then, we employ conditional random field model to train a classifier which is used to segment query sketch into different components. …”
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Features of the discursive environment as a source for creating meaning in online communication (using the example of social networks) by N. A. Yushkina, M. A. Panarina

“…In the course of the study and analysis, it was revealed, that even in the case, when using the variable capabilities of various social networks to create and transmit meanings is not a deliberate strategy of a single institution, its messages were filled with different semantic content, which means, that they have different convincing and legitimizing opportunities. …”
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Civil law contract as a document by Yu. I. Chalyi

“…An agreement, as well as any other document, is characterized by attributability, stability of material (tangible) form, structural integrity, semantic content, completeness of the message and functionality. …”
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Cerebral Arterial Stenosis Detection Based on a Retained Two-Stage Detection Algorithm by Hanqing Liu, Xiaojun Li, Jin Wei, Xiaodong Kang

“…Deformable convolutional networks, nonlocal neural networks, and cascade detectors are incorporated into further feature fusion; thus, semantic information about the cerebrovascular structure is learned, demonstrating more accurate stenotic region detection and demonstrating generalizability across different two-stage algorithms.…”
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Some sociolinguistic evaluations of performances of the California Vowel Shift: a matched-guise study by Pierre Habasque

“…The rating of the voices by participants was done with a seven-point semantic differential scale to test for the perception of six variables. …”
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Ancient Stone Inscription Image Denoising and Inpainting Methods Based on Deep Neural Networks by Haoming Zhang, Yue Qi, Xiaoting Xue, Yahui Nan

“…To further improve the denoising results, an image inpainting model with the coherent semantic attention mechanism is introduced to recover some effective information removed by the former denoising model as much as possible. …”
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Promoting the Patriotic Agenda on Social Media among Russian Students by R. V. Parma

“…The student communities of supporters of the patriotic idea differ from the opponents in that they are much more numerous, but much less active in producing and promoting semantic content in the social media space. The social media segment in Russia lacks a well-developed network infrastructure, including opinion leaders and effective platforms for broadcasting patriotic content. …”
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BEVFusion With Dual Hard Instance Probing for Multimodal 3D Object Detection by Taeho Kim, Joohee Kim

“…Recent multi-modal fusion methods have been proposed to enhance 3D object detection by combining the geometric accuracy of LiDAR point clouds with the rich semantic features of camera images. However, few methods explicitly address false negatives, and many fail to effectively align and interact multimodal features during the fusion process. …”
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Language assessment in primary progressive aphasia: Which components should be tested? by Andressa Aguiar da Silva, Marcela Lima Silagi, Karin Zazo Ortiz

“…<h4>Results</h4>A statistically significant performance difference was found between the PPAG and CG on the following tasks: structured interview, oral comprehension of phrases, oral narrative discourse, written comprehension of phrases, written dictation, sentence repetition, semantic verbal fluency, oral naming of nouns and verbs, object manipulation, phonological verbal fluency, body part recognition and left-right orientation, written naming of nouns, oral text comprehension, number dictation, written narrative discourse, written text comprehension and numerical calculations (mental and written).…”
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Typhoon localization detection algorithm based on TGE-YOLO by Lan He, Ling Xiao, Peihao Yang, Sheng Li

“…Firstly, the TFAM_Concat module is creatively designed in the neck network, which comprehensively utilizes the detailed information of shallow features and the semantic information of deeper features, enhancing the fusion ability of features at each layer. …”
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Directions for the development of socially oriented taxation of income of Russians by S. N. Rukina, K. A. Gerasimova, A. S. Takmazyan, K. N. Samoylova

“…The analysis has been conducted using comparison methods, systemic logical and semantic analysis, synthesis of theoretical and practical material. …”
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Real-time Detection of Imperfect Wheat Grains on Wheat Pile Surface Based on IDS-YOLO by FAN Jiawei, WU Lan, YAN Jingjing

“…First, a small target detection layer was added to enhance the utilization of high semantic information. Then, the SENet attention mechanism optimized with exponential thinking was embedded to facilitated the design of an Enhanced Feature Extraction Network (Increase-FPN) in order to enhance the model’s ability to extract features of imperfect grains amidst complex backgrounds so that the detection accuracy could be improved and false negative rates reduced. …”
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Determining the Language Measurements in a Turkish-Persian Bilingual Child Suspected of Language Impairment: A Case Report by Galavizh Karimi Javan, Mahsa Mehdizadeh Behtash, Nahid Jalilehvand, Amirsalar Tozihi

“…For the syntactic domain, the measures of the mean length terminal-unit (MLTU), the number of grammatical errors per terminal-unit (NETU), the mean length of communication unit (MLCU), and for the semantic domain, the measure of a number of total words (NTW), the number of different words (NDW), and type-token ratio were used. …”
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Benchmark dataset on feeding intensity of the pearl gentian grouper(Epinephelus fuscoguttatus♀×E. lanceolatus♂) by Haijing Qin, Yunchen Tian, Jianing Quan, Xueqi Cong, Qingfei Li, Jinzhu Sui

“…In order to solve these problems, this study constructs a benchmark dataset of the feeding intensity of pearl gentian groupers in a factory circulating water environment, which is divided into feeding fish groups and fish aggregation areas by training Unet semantic segmentation network and compares standard clustering algorithms through clustering evaluation indexes to maximally select the optimal clustering method and the number of clusters that are suitable for this paper's dataset. …”
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Usage of meta- Synthesis methodology in analyzing paradigm shifts based on spiritual urbanism approach by Farzaneh madani, Afson Mahdavi, mojtaba rafiyan, Fatemeh Mohammad Niae Qaraee

“…Indeed, the challenge of the contemporary city is the emergence of the process of personalization of space production and capitalization resulting from the dominance of the speculative model and its confrontation with identity and semantic structure. In contrast to these challenges, the discussion of spirituality in recent decades by prominent Harvard scholars has emerged as an interdisciplinary paradigm, embedded in a powerful stream of critical communication planning theory and requiring context. …”
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Neural correlates of olfactory working memory in the human brain by Zhuofeng Li, Shu-bin Li, Shaozhen Tan, Lu-lu Liu, Chao Yan, Lai-quan Zou

“…In conclusion, olfactory working memory engages cross-modal regions to facilitate responses, is involved in the monitoring and manipulation of information during working memory, and boasts a unique activation pattern that is different from that of visual working memory. Semantic information supports the representation of odor information in the working memory system.…”
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Explanation of Water Indices and Criteria in the Urban Landscape in Order to Improve the Quality of Urban Environments by Zeynab khaleghi, Farah Habib, Hossein Zabihi

“…Such a stimulus has led human beings to recognize different aspects of water, including sensory and perceptual, visual, semantic, functional, physical-aesthetic, environmental, psychological, social, and temporal and this knowledge has provided the backdrop for a variety of water-based designs in the urban landscape. …”
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Efficient guided inpainting of larger hole missing images based on hierarchical decoding network by Xiucheng Dong, Yaling Ju, Dangcheng Zhang, Bing Hou, Jinqing He

“…Finally, Efficient Context Fusion combines the reconstructed feature maps from different decoding layers into the image space, preserving the semantic integrity of the output image. Experiments have been conducted to validate the effectiveness of the proposed method, demonstrating superior performance in both subjective and objective evaluations. …”
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Vigorous Exercise Enhances Verbal Fluency Performance in Healthy Young Adults by Maya M. Khanna, Corey L. Guenther, Joan M. Eckerson, Dion Talamante, Mary Elizabeth Yeh, Megan Forby, Krystal Hopkins, Emmali Munger, Grace Rauh, Shringala Chelluri, Courtney Schmidt, Isabel Walocha, Matthew Sacco

“…., exercise) group, participants performed phonemic and semantic verbal fluency tasks (VFTs) before, during, and after a vigorous 30 min bout of cycling. …”
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Enhancing Environmental Control in Broiler Production: Retrieval-Augmented Generation for Improved Decision-Making with Large Language Models by Marcus Vinicius Leite, Jair Minoro Abe, Marcos Leandro Hoffmann Souza, Irenilza de Alencar Nääs

“…Experiments with the OpenAI GPT-4o model and semantic similarity analysis were used to evaluate response quality with and without RAG. …”
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