Optical semantic communication through multimode fiber: from symbol transmission to sentiment analysis by Zheng Gao, Ting Jiang, Mingming Zhang, Hao Wu, Ming Tang

“…Abstract We propose and validate a novel optical semantic transmission scheme using multimode fiber (MMF). …”
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Enhancing Remote Sensing Semantic Segmentation Accuracy and Efficiency Through Transformer and Knowledge Distillation by Kang Zheng, Yu Chen, Jingrong Wang, Zhifei Liu, Shuai Bao, Jiao Zhan, Nan Shen

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Representing Images' Meanings by Associative Values with Given Lexicons Considering the Semantic Tolerance Relation by Ying Dai

“…An approach of representing meanings of images based on associative values with lexicons is proposed. For this, the semantic tolerance relation model (STRM) that reflects the tolerance degree between defined lexicons is generated, and two factors of semantic relevance (SR) and visual similarity (VS) are involved in generating associative values. …”
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Web-of-Objects Based User-Centric Semantic Service Composition Methodology in the Internet of Things by Safina Showkat Ara, Zia Ush Shamszaman, Ilyoung Chong

“…WoO also aim to provide user-centric IoT service by enabling object virtualization and semantic ontology based service composition. In WoO, semantic modeling of objects plays a distinguished role in achieving interoperability of device and service through semantic ontology model. …”
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Semantic-Injected Bidirectional Multiscale Flow Estimation Network for Infrared and Visible Image Registration by Chunna Tian, Liuwei Xu, Xiangyang Li, Heng Zhou, Xiqun Song

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A Hierarchical Local-Sparse Model for Semantic Change Detection in Remote Sensing Imagery by Fachuan He, Hao Chen, Shuting Yang, Zhixiang Guo

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A guided approach for cross-view geolocalization estimation with land cover semantic segmentation by Nathan A.Z. Xavier, Elcio H. Shiguemori, Marcos R.O.A. Maximo, Mubarak Shah

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A Psychometric Analysis of the Polish Online Version of the Aging Semantic Differential Scale (ASD) by Puto G, Wadelska-Kaczmarek A, Muszalik M

“…The aim of the study was to analyse the psychometrics of the Polish online version of the Aging Semantic Differential Scale (ASD).Methods: The study was conducted among 384 students of bachelor’s and master’s degree studies in nursing (94.3%) and other medical disciplines: midwifery and emergency medical services (5.7%). …”
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Evaluation of Semantic Segmentation Performance for a Multimodal Roadside Vehicle Detection System on the Edge by Lauren Ervin, Max Eastepp, Mason McVicker, Kenneth Ricks

Subjects: “…semantic segmentation…”
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A double dissociation between semantic and spatial cognition in visual to default network pathways by Tirso RJ Gonzalez Alam, Katya Krieger-Redwood, Dominika Varga, Zhiyao Gao, Aidan J Horner, Tom Hartley, Michel Thiebaut de Schotten, Magdalena Sliwinska, David Pitcher, Daniel S Margulies, Jonathan Smallwood, Elizabeth Jefferies

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MSSA: multi-stage semantic-aware neural network for binary code similarity detection by Bangrui Wan, Jianjun Zhou, Ying Wang, Feng Chen, Ying Qian

“…It effectively integrates the semantic and structural information of assembly instructions within and between basic blocks, and across the entire function through four semantic-aware neural networks, achieving deep understanding of binary code semantics. …”
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Knowledge-driven semantic converting method of multimodal models toward a geospatial perspective by Jianbo Lai, Jun Zhu, Pei Dang, Jianlin Wu, Yukun Guo, Xinyu Yang, Na Li

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A Real-Time Semantic Segmentation Method of Sheep Carcass Images Based on ICNet by Shida Zhao, Guangzhao Hao, Yichi Zhang, Shucai Wang

“…Based on the ICNet, we propose a real-time semantic segmentation method for sheep carcass images. …”
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Two-dimensional semantic morphological feature extraction and atlas construction of maize ear leaves by Hongli Song, Hongli Song, Weiliang Wen, Weiliang Wen, Ying Zhang, Ying Zhang, Yanxin Zhao, Xinyu Guo, Xinyu Guo, Chunjiang Zhao, Chunjiang Zhao, Chunjiang Zhao

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Multi-Class Guided GAN for Remote-Sensing Image Synthesis Based on Semantic Labels by Zhenye Niu, Yuxia Li, Yushu Gong, Bowei Zhang, Yuan He, Jinglin Zhang, Mengyu Tian, Lei He

“…., faces and street scenes), their performance in remote sensing is hindered by severe data imbalance and the semantic similarity among land-cover classes. To tackle these challenges, we propose the Multi-Class Guided GAN (MCGGAN), a novel network for generating remote-sensing images from semantic labels. …”
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Asymmetries in Gender-Related Familiarity with Different Semantic Categories. Data from Normal Adults by Guido Gainotti, Pietro Spinelli, Eugenia Scaricamazza, Camillo Marra

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Meaning in the semantic theory of Mikhail V. Nikitin and in cognitive grammar of Ronald W. Langacker by Kharitonchik Zinaida A.

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Consistency Regularization for Semi-Supervised Semantic Segmentation of Flood Regions From SAR Images by G. Savitha, S. Girisha, Pundarika Sughosh, Dasharathraj K. Shetty, Jayaraj Mymbilly Balakrishnan, Rahul Paul, Nithesh Naik

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Hybrid Ontology for Semantic Information Retrieval Model Using Keyword Matching Indexing System by K. R. Uthayan, G. S. Anandha Mala

“…In text matching, it is more dependable to study semantics model and query for conditions of semantic matching. …”
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Features to Text: A Comprehensive Survey of Deep Learning on Semantic Segmentation and Image Captioning by Ariyo Oluwasammi, Muhammad Umar Aftab, Zhiguang Qin, Son Tung Ngo, Thang Van Doan, Son Ba Nguyen, Son Hoang Nguyen, Giang Hoang Nguyen

“…Specifically, image captioning has become an attractive focal direction for most machine learning experts, which includes the prerequisite of object identification, location, and semantic understanding. In this paper, semantic segmentation and image captioning are comprehensively investigated based on traditional and state-of-the-art methodologies. …”
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