Academic literature on the topic 'Global Feature'

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Journal articles on the topic "Global Feature"

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Arman, A. C., and G. M. Boynton. "Feature specificity of global-feature-based-attention." Journal of Vision 5, no. 8 (2010): 159. http://dx.doi.org/10.1167/5.8.159.

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Zirnsak, M., and F. Hamker. "Global feature-based attention distorts feature space." Journal of Vision 10, no. 7 (2010): 190. http://dx.doi.org/10.1167/10.7.190.

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Wang, Chenchen, Jun Wang, Yanfei Li, Chengkai Piao, and Jinmao Wei. "Dual-Regularized Feature Selection for Class-Specific and Global Feature Associations." Entropy 27, no. 2 (2025): 190. https://doi.org/10.3390/e27020190.

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Understanding feature associations is vital for selecting the most informative features. Existing methods primarily focus on global feature associations, which capture overall relationships across all samples. However, they often overlook class-specific feature interactions, which are essential for capturing locality features that may only be significant within certain classes. In this paper, we propose Dual-Regularized Feature Selection (DRFS), which incorporates two feature association regularizers to address both class-specific and global feature relationships. The class-specific regularize
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Li, Tian Wen, and Yun Gao. "Object Representation Fusing Global and Local Features." Applied Mechanics and Materials 373-375 (August 2013): 1022–26. http://dx.doi.org/10.4028/www.scientific.net/amm.373-375.1022.

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In the actual complex scenes, multi-feature fusion has become a valid method of object representation for tracking video motion targets. Two keys about multi-feature fusion are how to select some valid features and how to fuse the features. In this paper, we propose an object representation fusing global and local features for object tracking. In our method, we select a common hue histogram as the global feature and use a valid SIFT feature as the local feature. In the tracking frame of particle filter, the tracking results show that our proposed object representation can better restrain the d
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Zhang, Lin, Hua Meng, Yunbing Yan, and Xiaowei Xu. "Transformer-Based Global PointPillars 3D Object Detection Method." Electronics 12, no. 14 (2023): 3092. http://dx.doi.org/10.3390/electronics12143092.

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The PointPillars algorithm can detect vehicles, pedestrians, and cyclists on the road, and is widely used in the field of environmental awareness in autonomous driving. However, its feature encoding network only uses a minimalist PointNet network for feature extraction of point cloud information, which does not consider the global context information of the point cloud, and the local structure features are not sufficiently extracted, and these feature losses can seriously affect the performance of the object detection network. To address this problem, this paper proposes an improved PointPilla
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BUCHALA, SAMARASENA, NEIL DAVEY, RAY J. FRANK, MARTIN LOOMES, and TIM M. GALE. "THE ROLE OF GLOBAL AND FEATURE BASED INFORMATION IN GENDER CLASSIFICATION OF FACES: A COMPARISON OF HUMAN PERFORMANCE AND COMPUTATIONAL MODELS." International Journal of Neural Systems 15, no. 01n02 (2005): 121–28. http://dx.doi.org/10.1142/s0129065705000074.

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Most computational models for gender classification use global information (the full face image) giving equal weight to the whole face area irrespective of the importance of the internal features. Here, we use a global and feature based representation of face images that includes both global and featural information. We use dimensionality reduction techniques and a support vector machine classifier and show that this method performs better than either global or feature based representations alone. We also present results of human subjects performance on gender classification task and evaluate
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Muralitharan, Morley, Sebastian Agricola, Mukunth Manickavasagam, and Chris Gray. "Feature." Asia-Pacific Biotech News 14, no. 04 (2010): 19–22. http://dx.doi.org/10.1142/s0219030310000194.

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Shao, Fan, Kai Wang, and Yanluo Liu. "Salient object detection algorithm based on diversity features and global guidance information." Innovation & Technology Advances 1, no. 1 (2023): 12–20. http://dx.doi.org/10.61187/ita.v1i1.14.

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Aiming at the problems of traditional salient object detection methods such as fuzzy boundary and insufficient information integrity, a salient object detection network composed of feature diversity enhancement module, global information guidance module and feature fusion module is proposed. Firstly, asymmetric convolution, cavity convolution and common convolution are spliced to form a feature diversity enhancement module to extract different types of spatial features corresponding to each feature layer. Secondly, the global information guidance module transmits the information captured by th
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Zaidan, Noor Aina, and Md Sah Hj Salam. "Emotional speech feature selection using end-part segmented energy feature." Indonesian Journal of Electrical Engineering and Computer Science 15, no. 3 (2019): 1374. http://dx.doi.org/10.11591/ijeecs.v15.i3.pp1374-1381.

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The accuracy of human emotional detection is crucial in the industry to ensure effective conversations and messages delivery. The process involved in identifying emotions must be carried out properly and using a method that guarantees high level of emotional recognition. Energy feature is said to be a prosodic information encoder and there are still studies on energy use in speech prosody and it motivate us to run an experiment on energy features. We have conducted two sets of studies: 1) whether local or global features that contribute most to emotional recognition and 2) the effect of the en
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Xu, Zeyu, Cheng Su, Shirou Wang, and Xiaocan Zhang. "Local and Global Spectral Features for Hyperspectral Image Classification." Remote Sensing 15, no. 7 (2023): 1803. http://dx.doi.org/10.3390/rs15071803.

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Hyperspectral images (HSI) contain powerful spectral characterization capabilities and are widely used especially for classification applications. However, the rich spectrum contained in HSI also increases the difficulty of extracting useful information, which makes the feature extraction method significant as it enables effective expression and utilization of the spectrum. Traditional HSI feature extraction methods design spectral features manually, which is likely to be limited by the complex spectral information within HSI. Recently, data-driven methods, especially the use of convolutional
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Dissertations / Theses on the topic "Global Feature"

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Van, Wyk BJ, Wyk MA Van, and den Bergh F. Van. "A note on difference spectra for fast extraction of global image information." SAIEE Africa Research Journal, 2007. http://encore.tut.ac.za/iii/cpro/DigitalItemViewPage.external?sp=1001081.

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The concept of an Image Difference Spectrum, a novel tool for the extraction of global image information, is introduced. It is shown that Image Difference Spectra are fast alternatives to granulometric curves, also referred to as pattern spectra. Image Difference Spectra are computationally easy to implement and are suitable for real-time applications.
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Bozkurt, Burcin. "Prediction Of Protein Subcellular Localization Using Global Protein Sequence Feature." Master's thesis, METU, 2003. http://etd.lib.metu.edu.tr/upload/3/1135292/index.pdf.

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The problem of identifying genes in eukaryotic genomic sequences by computational methods has attracted considerable research attention in recent years. Many early approaches to the problem focused on prediction of individual functional elements and compositional properties of coding and non coding deoxyribonucleic acid (DNA) in entire eukaryotic gene structures. More recently, a number of approaches has been developed which integrate multiple types of information including structure, function and genetic properties of proteins. Knowledge of the structure of a protein is essential for describi
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Avdiu, Blerta. "Matching Feature Points in 3D World." Thesis, Tekniska Högskolan, Högskolan i Jönköping, JTH, Data- och elektroteknik, 2012. http://urn.kb.se/resolve?urn=urn:nbn:se:hj:diva-23049.

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This thesis work deals with the most actual topic in Computer Vision field which is scene understanding and this using matching of 3D feature point images. The objective is to make use of Saab’s latest breakthrough in extraction of 3D feature points, to identify the best alignment of at least two 3D feature point images. The thesis gives a theoretical overview of the latest algorithms used for feature detection, description and matching. The work continues with a brief description of the simultaneous localization and mapping (SLAM) technique, ending with a case study on evaluation of the newly
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Cremer, Sandra. "Adapting iris feature extraction and matching to the local and global quality of iris image." Thesis, Evry, Institut national des télécommunications, 2012. http://www.theses.fr/2012TELE0026.

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La reconnaissance d'iris est un des systèmes biométriques les plus fiables et les plus précis. Cependant sa robustesse aux dégradations des images d'entrées est limitée. Généralement les systèmes basés sur l'iris peuvent être décomposés en quatre étapes : segmentation, normalisation, extraction de caractéristiques et comparaison. Des dégradations de la qualité des images d'entrées peuvent avoir des répercussions sur chacune de ses étapes. Elles compliquent notamment la segmentation, ce qui peut engendrer des images normalisées contenant des distorsions ou des artefacts non détectés. De plus, l
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Karatas, Ahmet Serkan. "Analysis Of Extended Feature Models With Constraint Programming." Phd thesis, METU, 2010. http://etd.lib.metu.edu.tr/upload/3/12612082/index.pdf.

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In this dissertation we lay the groundwork of automated analysis of extended feature models with constraint programming. Among different proposals, feature modeling has proven to be very effective for modeling and managing variability in Software Product Lines. However, industrial experiences showed that feature models often grow too large with hundreds of features and complex cross-tree relationships, which necessitates automated analysis support. To address this issue we present a mapping from extended feature models, which may include complex feature-feature, feature-attribute and attribute
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Collins, Donovan (Donovan Scott). "Feature-based investment cost estimation based on modular design of a continuous pharmaceutical manufacturing system." Thesis, Massachusetts Institute of Technology, 2011. http://hdl.handle.net/1721.1/66063.

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Thesis (M.B.A.)--Massachusetts Institute of Technology, Sloan School of Management; and, (S.M.)--Massachusetts Institute of Technology, Dept. of Chemical Engineering; in conjunction with the Leaders for Global Operations Program at MIT, June 2011.<br>"June 2011." Cataloged from PDF version of thesis.<br>Includes bibliographical references (p. 72-73).<br>Previous studies of continuous manufacturing processes have used equipment-factored cost estimation methods to predict savings in initial plant investment costs. In order to challenge and validate the existing methods of cost estimation, featur
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Brahmachari, Aveek Shankar. "BLOGS: Balanced Local and Global Search for Non-Degenerate Two View Epipolar Geometry." [Tampa, Fla] : University of South Florida, 2009. http://purl.fcla.edu/usf/dc/et/SFE0003084.

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Kim, Ngan Nguyen. "Life Binding : Confucianism-Inspired Gender Stereotypes for Women in Vietnam Media: The Analysis on Entertainment Feature Interviews & The Connection to Global Journalism Theory." Thesis, Örebro universitet, Institutionen för humaniora, utbildnings- och samhällsvetenskap, 2012. http://urn.kb.se/resolve?urn=urn:nbn:se:oru:diva-22962.

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Confucianism is the doctrine that ruled Eastern Asian countries for thousands of years. The doctrine focused on the order of the society and the dependence among individuals in the society. One critique for Confucianism is the under-evaluation of women's role and presence in the society. In the thesis, I will detect Confucianism-related gender stereotypes appearing on feature interviews in the entertainment section of online newspapers in Vietnam, one of former Confucian countries. The thesis also makes the effort to connect the global journalism theory to the solution for removing gender ster
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Olander, Sahlén Simon. "Feature Analysis in Online Signature Verification on Digital Whiteboard : An analysis on the performance of handwritten signature authentication using local and global features with Hidden Markov models." Thesis, KTH, Skolan för datavetenskap och kommunikation (CSC), 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-224661.

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The usage of signatures for authentication is widely accepted, and remains one of the most familiar biometric in our society. Efforts to digitalise and automate the verification of these signatures are hot topics in the field of Machine Learning, and a plethora of different tools and methods have been developed and adapted for this purpose. The intention of this report is to study the authentication of handwritten signatures on digital whiteboards, and how to most effectively set up a dual verification system based on Hidden Markov models (HMMs) and global aggregate features such as average sp
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Almutairi, Haifa Matar H. "Application of global and regional myocardial deformation using cardiovascular magnetic resonance : an assessment of feature tracking in vivo and using numerical simulation." Thesis, Queen Mary, University of London, 2018. http://qmro.qmul.ac.uk/xmlui/handle/123456789/46025.

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Cardiovascular diseases are responsible for approximately a third of all death worldwide, with hypertension being a major risk factor for many of those. Hypertension can lead to left ventricle hypertrophy and diastolic and systolic dysfunction. Myocardial deformation parameters have been shown to have high sensitivity at the early stage of contractile dysfunction. They can be derived from myocardial tagging, considered to be the goldstandard method, or from routinely acquired cine images using feature tracking (FT) techniques. This work aimed to validate FT as a post processing technique. Thre
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Books on the topic "Global Feature"

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Kyrki, Ville. Local and global feature extraction for invariant object recognition. Lappeenranta University of Technology, 2002.

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Levin, Boris. Seĭsmichnostʹ Tikhookeanskogo regiona: Vyi︠a︡vlenie globalʹnykh zakonomernosteĭ = Seismicity of the Pacific Region : global feature detection. "I︠A︡nus-K", 2012.

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American Society for Photogrammetry and Remote Sensing., ed. Proceedings, mapping and remote sensing tools for the 21st century: Conference and exposition with feature emphasis on public/private interaction, August 26-29, 1994, Washington, D.C. --. American Society for Photogrammetry and Remote Sensing, 1994.

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Mago, Payal. Intellectual property rights: Fundamental features and its global dimensions. VL Media Solutions, 2014.

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Zenkina, Elena, Evgeniy Avdokushin, Anna Akopyan, et al. Global economy. INFRA-M Academic Publishing LLC., 2025. https://doi.org/10.12737/2157179.

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The textbook examines the most important theoretical and practical aspects of the development of the world economy at the present stage, reflecting the essence of trends and its future. It will help future specialists to understand the fundamentals, principles and features of the development of the world economy and international economic relations. Meets the requirements of the latest generation of federal state educational standards for higher education. For students studying in the fields of Economics, World Economy, International Economic Relations, Management, State and Municipal Manageme
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Alekseev, Petr, Vladislav Antropov, Valeriy Barabanov, et al. Russia in the Global Financial Architecture. INFRA-M Academic Publishing LLC., 2023. http://dx.doi.org/10.12737/1984071.

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The monograph summarizes the conceptual foundations of the formation of a new global financial architecture. The institutional and functional contradictions of the modern world financial architecture and its regional features are systematized. Recommendations have been developed to strengthen Russia's position in the conditions of increasing confrontation between the leading centers of the world economy and proposals for the implementation of promising areas of Russia's participation in the emerging new global financial architecture.&#x0D; It is intended for researchers, teachers, postgraduate
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Ferreri, Mara. The Permanence of Temporary Urbanism. Amsterdam University Press, 2021. http://dx.doi.org/10.5117/9789462984912.

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Temporary urbanism has become a distinctive feature of urban life after the 2008 global financial crisis. This book offers a critical exploration of its emergence and establishment as a seductive discourse and as an entangled field of practice encompassing architecture, visual and performative arts, urban regeneration policies and planning. Drawing on seven years of semi-ethnographic research, it explores the politics of temporariness from a situated analysis of neighbourhood transformation, media representations and wider political and cultural shifts in austerity London. Through a longitudin
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Gomes, Catherine, Lily Kong, and Orlando Woods, eds. Religion, Hypermobility and Digital Media in Global Asia. Amsterdam University Press, 2020. http://dx.doi.org/10.5117/9789463728935.

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Digital media is changing the ways in which religion is practiced, understood, proselytised and countered. Religious institutions and leaders use digital media to engage with their congregations who now are not confined to single locations and physical structures. The faithful are part of online communities which allow them a space to worship and to find fellowship. Migrant and mobile subjects thus are able to be connected to their faith -- whether home grown or emerging -- wherever they may be, providing them with an anchor in unfamiliar physical and cultural surroundings. As Asia rises, mobi
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James, Clive. Global review of commercialized transgenic crops: 2001 feature : Bt cotton (ISAAA briefs). International Service for the Acquisition of Agri-biotech Applications (ISAAA), 2002.

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Proceedings: Mapping and remote sensing tools for the 21st Century : conference and exposition : with feature emphasis on public/privateinteraction. American Society for Photogrammetry & Remote Sensing, 1994.

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Book chapters on the topic "Global Feature"

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Hundt, Marianne. "Global feature — local norms?" In World Englishes – Problems, Properties and Prospects. John Benjamins Publishing Company, 2009. http://dx.doi.org/10.1075/veaw.g40.18hun.

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Karataş, Ahmet Serkan, Halit Oğuztüzün, and Ali Doğru. "Global Constraints on Feature Models." In Principles and Practice of Constraint Programming – CP 2010. Springer Berlin Heidelberg, 2010. http://dx.doi.org/10.1007/978-3-642-15396-9_43.

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Krig, Scott. "Global and Regional Feature Descriptors." In Computer Vision Metrics. Springer Nature Singapore, 2025. https://doi.org/10.1007/978-981-99-3393-8_3.

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Wang, Jinfeng, Qiming Huang, Feilong Tang, Jia Meng, Jionglong Su, and Sifan Song. "Stepwise Feature Fusion: Local Guides Global." In Lecture Notes in Computer Science. Springer Nature Switzerland, 2022. http://dx.doi.org/10.1007/978-3-031-16437-8_11.

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Zhou, Yu, Xiao Zhang, and Sam Kwong. "Evolutionary Algorithm Based Global Feature Selection." In SpringerBriefs in Computer Science. Springer Nature Singapore, 2025. https://doi.org/10.1007/978-981-96-2687-8_3.

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De Luca, Alessandra. "Mediation in Italy: Feature and Trends." In Ius Comparatum - Global Studies in Comparative Law. Springer International Publishing, 2015. http://dx.doi.org/10.1007/978-3-319-18135-6_11.

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Lee, Yongjin, Kyunghee Lee, and Sungbum Pan. "Local and Global Feature Extraction for Face Recognition." In Lecture Notes in Computer Science. Springer Berlin Heidelberg, 2005. http://dx.doi.org/10.1007/11527923_23.

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Bonzano, Andrea, Pádraig Cunningham, and Barry Smyth. "Learning feature weights for CBR: Global versus local." In Lecture Notes in Computer Science. Springer Berlin Heidelberg, 1997. http://dx.doi.org/10.1007/3-540-63576-9_127.

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Park, Soon-Yong, Jaekyoung Moon, Chang-Joon Park, and Inho Lee. "Moving Object Removal Based on Global Feature Registration." In Advanced Concepts for Intelligent Vision Systems. Springer Berlin Heidelberg, 2006. http://dx.doi.org/10.1007/11864349_25.

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Guerreiro, Rui F. C., and Pedro M. Q. Aguiar. "Global Motion Estimation: Feature-Based, Featureless, or Both ?!" In Lecture Notes in Computer Science. Springer Berlin Heidelberg, 2006. http://dx.doi.org/10.1007/11867586_66.

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Conference papers on the topic "Global Feature"

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Tao, Peilin, Hainan Cui, Mengqi Rong, and Shuhan Shen. "Revisiting Global Translation Estimation with Feature Tracks." In 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, 2024. http://dx.doi.org/10.1109/cvpr52733.2024.01955.

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Wang, Long, Zhihua Chen, Hua Pang, and Xiaoguang Li. "Smart Contract Vulnerability Detection via Feature Fusion of Local Data Flow and Global Features." In 2024 IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA). IEEE, 2024. https://doi.org/10.1109/ispa63168.2024.00322.

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Halimeh, Mhd Modar, Matteo Torcoli, and Emanuël A. P. Habets. "ConcateNet: Dialogue Separation Using Local and Global Feature Concatenation." In 2024 18th International Workshop on Acoustic Signal Enhancement (IWAENC). IEEE, 2024. http://dx.doi.org/10.1109/iwaenc61483.2024.10694314.

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He, Xiangyun, Lin Ma, Weiqiang Zhao, and Danyang Qin. "Attention-based Global Feature Extraction Method For Image Retrieval." In 2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring). IEEE, 2024. http://dx.doi.org/10.1109/vtc2024-spring62846.2024.10683309.

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Feng, Minghao, Jian Shang, Weidong Hu, et al. "Feature screening of global targets for weather satellite radar." In 2024 International Conference on Microwave and Millimeter Wave Technology (ICMMT). IEEE, 2024. http://dx.doi.org/10.1109/icmmt61774.2024.10672288.

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Deng, Zelin, and Jun Wu. "Global-local Feature Enhancement for Occluded Person Re-identification." In 2025 2nd International Conference on Electronic Engineering and Information Systems (EEISS). IEEE, 2025. https://doi.org/10.1109/eeiss65394.2025.11085669.

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Zeng, Qunsong, Zhanwei Wang, You Zhou, Hai Wu, Lin Yang, and Kaibin Huang. "Ultra-Low-Latency Feature Transmission for Edge Inference." In GLOBECOM 2024 - 2024 IEEE Global Communications Conference. IEEE, 2024. https://doi.org/10.1109/globecom52923.2024.10901482.

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Du, Liusiyang, Danyang Wang, Zan Li, Qi Liu, Chenxi Li, and Jiangbo Si. "Multi-Modal Feature Map Fusion Based Jamming Recognition." In GLOBECOM 2024 - 2024 IEEE Global Communications Conference. IEEE, 2024. https://doi.org/10.1109/globecom52923.2024.10901396.

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Ke, Zunwang, Puping An, Gang Wang, and Yugui Zhang. "Online Multi-Object Tracking Based On Global Feature Enhancement Network And Historical Feature Complement Iteration." In 2024 IEEE International Conference on Cognitive Computing and Complex Data (ICCD). IEEE, 2024. https://doi.org/10.1109/iccd62811.2024.10843638.

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Kobayashi, Takumi. "Global Feature Guided Local Pooling." In 2019 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, 2019. http://dx.doi.org/10.1109/iccv.2019.00346.

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Reports on the topic "Global Feature"

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Tadros, Mariz, ed. What About Us? Global Perspectives on Redressing Religious Inequalities. Institute of Development Studies, 2022. http://dx.doi.org/10.19088/creid.2021.005.

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How can we make religious equality a reality for those on the margins of society and politics? This book is about the individual and collective struggles of the religiously marginalised to be recognised and their inequalities, religious or otherwise, redressed. It is also about the efforts of civil society, governments, multilateral actors, and scholars to promote freedom of religion or belief (FoRB) whatever shape they take. The actors and contexts that feature in this book are as diverse as health workers in Israel, local education authorities in Nigeria, indigenous movements in India, Ugand
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Hertel, Thomas, Jevgenijs Steinbuks, and Uris Lantz Baldos. Competition for Land in the Global Bioeconomy. GTAP Working Paper, 2012. http://dx.doi.org/10.21642/gtap.wp68.

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The global land use implications of biofuel expansion have received considerable attention in the literature over the past decade. Model-based estimates of the emissions from cropland expansion have been used to assess the environmental impacts of biofuel policies. And integrated assessment models have estimated the potential for biofuels to contribute to greenhouse gas abatement over the coming century. All of these studies feature, explicitly or implicitly, competition between biofuel feed stocks and other land uses. However, the economic mechanisms governing this competition, as well as the
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Bajaj, Pallavi. Capacity-Building in Digital Economy Agreements - The Missing Link? Commonwealth Secretariat, 2022. https://doi.org/10.14217/comsec.951.

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In a global economy that is becoming significantly more digital, digital trade regulation is an increasingly prominent feature of trade agreements.Digital Economy Agreements (DEAs), which foster co-operation with regard to regulating variousaspects of digital trade, typically seek to establish common rules, standards and norms to governdigital trade and to enable interoperability between the digital ecosystems of different countries. Some agreements also address issues such as data protection, privacy and storage across countries, all of which are imperative to the overall governance of cross-
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Martin, Torge. Runoff remapping for ocean model forcing. GEOMAR Helmholtz Centre for Ocean Research Kiel, 2021. http://dx.doi.org/10.3289/sw_2_2021.

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A Pyhton-based toolbox to remap daily runoff fields of the JRA55-do reanalysis (Tsujino et al., 2018, https://doi.org/10.1016/j.ocemod.2018.07.002) onto any ocean model grid. Runoff from the original global JRA grid is collected and redistributed to a given model coastline. A particular feature is the optional treatment of river mouths: runoff from grid nodes, which is of exceptionally large magnitude after the basic remapping, can be radially spread to ocean nodes farther offshore. The scripts were tested successfully for NEMO ocean model configurations of various resolution (global grids ORC
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Toji, Simone. Conviviality-in-Action Of Silence and Memory in the Cultural Performance of Generations of Japanese Migrants in a Riverine Town in Brazil. Maria Sibylla Merian Centre Conviviality-Inequality in Latin America, 2023. http://dx.doi.org/10.46877/toji.2023.55.

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The paper describes the effects of the encounter between the Brazilian intangible cultural heritage policy and the celebration of Tooro Nagashi, a cultural practice performed by groups of Japanese descendants in the Ribeira Valley. Based on the notion of “friction”, it identifies points of engagement through which new accounts and unsuspected silences involving Tooro Nagashi and its history emerge. Moreover, it characterises how silence as a collective manifestation is a sensitive feature of certain configurations of conviviality in contexts marked by histories of migration, global war, and st
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Read, Matthew, and Dan Zhu. Fast Posterior Sampling in Tightly Identified SVARs Using 'Soft' Sign Restrictions. Reserve Bank of Australia, 2025. https://doi.org/10.47688/rdp2025-03.

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We propose algorithms for conducting Bayesian inference in structural vector autoregressions identified using sign restrictions. The key feature of our approach is a sampling step based on 'soft' sign restrictions. This step draws from a target density that smoothly penalises parameter values violating the restrictions, facilitating the use of computationally efficient Markov chain Monte Carlo sampling algorithms. An importance-sampling step yields draws from the desired distribution conditional on the 'hard' sign restrictions. Relative to standard accept-reject sampling, the method substantia
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Villoria, Nelson B. Estimation of Missing Intra-African Trade. GTAP Research Memoranda, 2008. http://dx.doi.org/10.21642/gtap.rm12.

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Missing trade is defined as the exports and imports that may have taken place between two potential trading partners, but which are unknown to the researcher because neither partner reported them to the United Nation’s COMTRADE, the official global repository of trade statistics. In a comprehensive sample of African countries, over 40% of the potential trade flows fit this definition. For a continent whose trade integration remains an important avenue for development, this lack of information hinders the analysis of policy mechanisms -- such as the Economic Partnership Agreements with the EU -
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Knapp, Beverly G. The Precedence of Global Features in the Perception of Map Symbols. Defense Technical Information Center, 1988. http://dx.doi.org/10.21236/ada203792.

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Baker, Lucy. The Political Economy of South Africa’s Carbon Tax. Institute of Development Studies, 2022. http://dx.doi.org/10.19088/ictd.2022.017.

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The subject of carbon pricing is rising up the global policy agenda, as countries take action in the aftermath of the United Nations Framework Convention on Climate Change’s Conference of the Parties 26 summit in November 2021. South Africa is the only country in sub-Saharan Africa to have enacted a carbon tax to date, and, globally speaking, was ahead of the curve when it started to consider its implementation at the start of 2010. With a historically energy-intensive and carbon-intensive economy as a core feature of its minerals-energy complex, South Africa is the world’s 14th largest emitte
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McKinley, Catherine, Prem Sylvester, Benjamin Faveri, et al. Recommendations for a Global AI Auditing Framework: Summary of Standards and Features. Edited by Saiph Savage, Mona Sloam, Luis Adrián Castro-Quiroa, et al. International Panel on the Information Environment (IPIE), 2024. https://doi.org/10.61452/guyx7442.

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This Summary for Policymakers provides a high-level précis of the Synthesis Report Towards A Global AI Auditing Framework: Assessment and Recommendations. The growing integration of artificial intelligence (AI) into critical sectors of society, from healthcare to education, has the potential to support widespread social transformation and progress. However, AI systems also have the power to perpetuate biases, deepen inequalities, and cause environmental harm. Accurately evaluating the risks and benefits of an AI system requires a careful audit. Current approaches to auditing, however, rarely i
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