APM-SLAM: Visual localization for fixed routes with tightly coupled a priori map by Linsong Xue, Qi Luo, Kai Zhang

“…Localization along fixed routes is the fundamental function of transportation applications, including patrol vehicles, shuttles, buses, and even passenger vehicles. …”
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KPMapNet: Keypoint Representation Learning for Online Vectorized High-Definition Map Construction by Bicheng Jin, Wenyu Hao, Wenzhao Qiu, Shanmin Pang

“…Vectorized high-definition (HD) map construction is a critical task in the autonomous driving domain. …”
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A Fast Image Segmentation Algorithm Based on Saliency Map and Neutrosophic Set Theory by Sensen Song, Zhenhong Jia, Jie Yang, Nikola K. Kasabov

“…Then, the initial saliency map is generated. After the weighted superposition of the initial saliency map, the local entropy map and the gray scale map, the final saliency map can be generated using the nonlinear function, and it can effectively highlight the foreground information of the image. …”
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Observation-based Iterative Map for Solar Cycles. I. Nature of Solar Cycle Variability by Zi-Fan Wang, Jie Jiang, Jing-Xiu Wang

“…The synthesized solar cycles generated by the iterative map exhibit a probability density function (PDF) similar to that of observed normal cycles, supporting the dominant role of stochasticity in solar cycle variability. …”
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Advancements in Efficient Underwater Image Restoration Using ETransMapNet for Enhanced Dehazing by C. P. Indumathi, Haya Mesfer Alshahrani, N. A. Natraj, C. H. Sarada Devi

“…Unlike traditional CNNs, ETransMapNet replaces the initial layer's Rectified Linear Unit (ReLU) activation with a convolution layer utilizing a Maxout activation function. …”
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Inhibitory circuit dysfunction as a potential contributor to cortical reorganization in Glioblastoma progression by Cristina Spalletti, Marta Scalera, Elisabetta Mori, Sabrin Haddad, Marco Mainardi, Daniele Cangi, Vinoshene Pillai, Elena Parmigiani, Silvia Landi, Matteo Caleo, Eleonora Vannini

“…Using optogenetic stimulation, we observed altered motor mapping and reduced cortical specificity in GBM mice compared to controls. …”
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Decoding urban emissions: the overlooked impact of commercial and public service zones across regions and seasons by Zhiyu Yi, Yuebin Wang, Xiaojing Yao, Liqiang Zhang, Xinyu Zou, Mingyue Qiao, Wei Wei, Xiyan Meng

“…Investigation of urban carbon emissions in functional zones (UFZs), along with their regional and seasonal variations, has remained underexplored. …”
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Losing brain networks during death by Han Li, Yunting Xiang, Taicheng Huang, Ruojia Ren, Huichun Luo, Yi Zhang, Jin‐Jun Ding, Jie Weng, Xiao‐Na Zhu, Yonglan Du, Xiao Li, Yimeng Liu, Binglei Zhao, Zhongbin Su, Di Wen, Chengtao Li, Luyang Tao, Xu Wu, Xuemin Wang, Bo‐Feng Zhu, Xuyun Hua, Jianguang Xu, Ti‐Fei Yuan

“…Here we investigated brain activity dynamics following cardiac arrest using ultra‐high field 11.7 T magnetic resonance imaging (MRI) in longitudinal approach and multi‐modal analyses. Initially, the functional connectivity (FC) analysis revealed a non‐linear trajectory of whole‐brain network disassembly. …”
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Dynamic analysis of a novel 3D chaotic map with two internal frequencies by Pei Wang, Qiao Wang, Haiwei Sang, Kunshuai Li, Xiong Yu, WeiCheng Xiong

“…Abstract Trigonometric functions serving as boundary functions are excellent nonlinear elements in designing chaotic maps. …”
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$\rm BSE$ norm for Abstract Segal algebras by Fatemeh Abtahi, Maryam Toutounchi

“…Then we investigatewhenever these mappings have closed ranges. In fact, we research and study the conditions, under which having closed range of one of these mappings implies having the closed range of the another mapping. …”
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Research on the Improved ICP Algorithm for LiDAR Point Cloud Registration by Honglei Yuan, Guangyun Li, Li Wang, Xiangfei Li

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Deployment and implementation of dynamic network policy in SDN by Ligang DONG, Bohan HE, Tijie XU, Shuocheng FEI, Weiming WANG

“…Based on dynamic service function chain as the creation model of service function, advanced network programming language as a service deployment tools, and combined with virtual network mapping theory, a deployment scheme which could take services to policies, and take controllers to network nodes was designed. …”
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The Mn-motif protein MAP6d1 assembles ciliary doublet microtubules by Dharshini Gopal, Juliette Wu, Julie Delaroche, Christophe Bosc, Manon De Andrade, Eric Denarier, Gregory Effantin, Annie Andrieux, Sylvie Gory-Fauré, Laurence Serre, Isabelle Arnal

“…Abstract Most eukaryotic cells have cilia that serve vital functions in sensing, signalling, motility. The core architecture of cilia is an array of microtubule doublets, which consist of a complete A-tubule and an incomplete B-tubule. …”
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Extracting Realistic Pedestrian, Cycling, and Driving Street Networks from OpenStreetMap by J. P. Duque, M. A. Brovelli

“…The methodology also offers an assessment functionality to identify potential inconsistencies in OSM extracted networks, providing support for mapping campaigns seeking to improve its quality. …”
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Novel fruit fly algorithm for global optimisation and its application to short-term wind forecasting by Yang Chen, DeChang Pi

“…According to the experimental results of eighteen well-known benchmark functions, the SEDMFOA is efficient and effective. …”
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Robust Image Encryption with 2D Hyperchaotic Map and Dynamic DNA-Zigzag Encoding by Haijun Zhang, Xiaojiao Liu, Kehan Chen, Rigen Te, Fei Yan

“…This study presents a novel two-dimensional hyperchaotic map, referred to as the 2D exponent-logarithm-sine chaotic map (2D-ELSCM), which is intricately designed through the interplay of exponential, logarithmic, and sine functions. …”
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UAV data and deep learning: efficient tools to map ant mounds and their ecological impact by Jérémy Monsimet, Sofie Sjögersten, Nathan J. Sanders, Micael Jonsson, Johan Olofsson, Matthias Siewert

“…Ant nests play key roles in ecosystem functioning, yet their distribution and effects on entire landscapes remain poorly understood, in part because they and their mounds are too small for satellite remote sensing. …”
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Bridge Crack Segmentation Algorithm Based on Improved U-Net by Yanhao Fang, Jie LYu, Yonghua Xia, Yingke Wang

“…This allows for precise mapping along the contours of curvilinear cracks. …”
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Refining the resolution of the yeast genotype–phenotype map using single-cell RNA-sequencing by Arnaud N'Guessan, Wen Yuan Tong, Hamed Heydari, Alex N Nguyen Ba

“…Genotype–phenotype mapping (GPM), or the association of trait variation to genetic variation, has been a long-lasting problem in biology. …”
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Towards sustainable construction: estimating compressive strength of waste foundry sand-blended green concrete using a hybrid machine learning approach by Hoang Nhat-Duc, Nguyen Quoc-Lam

“…LightGBM is used to construct a functional mapping between the CS and its influencing factors. …”
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