Research of dynamic gesture recognition based on multi-instance learning of kinematics features by Cai-qiu ZHOU, Yu-wang YANG, Hai-bo PANG

“…Compared to static gestures,dynamic gestures had some new characteristics.The problems of dynamic gestures recognition was spewed by using kinematics mode,such as divergence modes,curl modes,symmetric and ant-symmetric modes,the second and third principal invariant modes of the gradient tensor,the second and third principal invariant modes of the strain tensor and the third principal invariant modes of spin tensor; Further,a framework based on multi-instance learning was proposed,organize all these principle modes for each gesture were organized to a dynamic gestures bag-of-words,and the similarity between the mode of unknown type dynamic gestures and the all bag-of-words were calculated.Then,the nearest neighbor method was used to recognize the dynamic gestures.The experimental results show that the dynamic gestures recognition based on multi-instance kinematics features principal mode learning methods can obtain a higher recognition rate.…”
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Weed instance segmentation from UAV Orthomosaic Images based on Deep Learning by Chenghao Lu, Klaus Gehring, Stefan Kopfinger, Heinz Bernhardt, Michael Beck, Simon Walther, Thomas Ebertseder, Mirjana Minceva, Yuncai Hu, Kang Yu

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(Re)inventing a People on the Sea: Instances of Creolization in Amitav Ghosh’s Sea of Poppies by Ahmed Mulla

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Unveiling a Rarity: First Instance of Urinary Tract Infection Caused by Corynebacterium tuberculostearicum in India by Aditya Kundu, Nirmalya Ghosh, Mallika Sengupta, Shiv Sekhar Chatterjee

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“I had something to say, and I’m saying it now”: Rhetorical and linguistic construction of the media genre of the personal account by Halyna Kryzhanivska, Tatyana Yakhontova, Yulia Godis, Lyubomyr Borakovskyy

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Les mineurs devant le tribunal de première instance en Martinique (1937-1944) : enjeux et stratégies by Claire Palmiste

“…While in France the historiography on juvenile delinquency has had a significant development, thanks to the contribution of civil societies such as AHES-PJM, but also thanks to academic work (Henri Gaillac, 1970; Elise Yvorel, 2007; Ludvine Bantigny, Ivan Jablonka, 2009; Sophie Victorien, 2011; Jean-Jacques Yvorel, 2012), in the French Antilles this issue has not been adressed so far, except for Gaston-Jean, Bouvenet, 1936.Relying on Jean-Jacques Yvorel’s definition of juvenile delinquency as a result of social construct, we will examine a register that was kept by the president of the Court of first instance in Fort-de-France. …”
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‘I would have killed myself had it not been for this service’: qualitative experiences of NHS and third sector crisis care in the UK by Laura Sambrook, Anna Balmer, Jackie Tait, Peter Ashley-Mudie, Jason C. McIntyre, Amrith Shetty, Rajan Nathan, Pooja Saini

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Investigation of an outbreak of novel hepatitis of unknown aetiology in children and adolescents, Ireland, 2021 to 2023 by on behalf of the Incident Management Team

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L’accès à la justice locale pendant la révolution mexicaine : avocats et tinterillos dans les tribunaux de 1re instance by Évelyne Sanchez

“…This article analyzes only the lawyers and their practices, as first instance judges were recruited among them, It offers a profile of those involved in the rural courts in Tlaxcala, and especially an analysis of the often confrontational relations they had with their clients. …”
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An End-to-End Framework for Neonatal Asphyxia Detection Through Video Analysis by Kurnianingsih, Sou Nobukawa, Melyana Nurul Widyawati, Cipta Pramana, Nurseno Bayu Aji, Afandi Nur Aziz Thohari, Dwiana Hendrawati, Eri Sato-Shimokawara, Naoyuki Kubota

“…Third, we provide a curated time series video dataset of 12,973 frames from 45 neonates, of which some were healthy, and some had asphyxia of varying severity. The findings show that the YOLOv8-based instance segmentation achieved a mean average precision (mAP@0.5) of 0.925 for accurate skin region isolation, and the LightGBM classifier outperformed traditional models with an accuracy of 0.998 and an F1-score of 0.998. …”
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Drainage Pipeline Multi-Defect Segmentation Assisted by Multiple Attention for Sonar Images by Qilin Jin, Qingbang Han, Jianhua Qian, Liujia Sun, Kao Ge, Jiayu Xia

“…Compared to the coordinate attention and convolutional block attention module attention models, it had a significant precision advantage, and the weight file size is merely 7.0 MB, which is far smaller than the Yolov9 model segmentation weight size. …”
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An annotated high-content fluorescence microscopy dataset with EGFP-Galectin-3-stained cells and manually labelled outlineszenodo by Salma Kazemi Rashed, Malou Arvidsson, Rafsan Ahmed, Sonja Aits

“…Outlines were labelled by three annotators, who had high inter-annotator agreement between them and with a biomedical expert, who labelled some of the objects for comparison and reviewed a subset of the labels, making minor corrections as needed.The dataset comprises over 2200 annotated cell objects in total, making it sufficient in size to train high-performing neural networks for instance or semantic segmentation. …”
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Enhanced Penetration of Human Placental Tissue by SiO$_{2}$ Nanoparticles as a Result of Microneedle and Electroporation Treatments by Panchun Gu, Huajiang Wei, Guoyong Wu, Zhouyi Guo, Hongqin Yang, Yonghong He, Shusen Xie

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Sądy Królewsko-Polskie (1917-1918) by Małgorzata Materniak-Pawłowska

“…There were either two or three levels in the hierarchy of courts: for petty crimes and minor offences the JP court had the function of a court of first instance and the district court was a court of second instance, while in more serious cases the three instance courts were the district court, the court of appeal and the Supreme Court. …”
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Clinical Application of SARS-CoV-2 IgM and IgG Antibody Detection Using the Colloidal Gold Immunochromatography Assay by Lipeng Liu, Kangping Zhou, Yan Xing, Wei Luo, Bing Pei, Junqiang Xu, Lei Yi, Honglei Wang, Juan Wang, Wei Zhang, Fei Yu, Kun Cai, Peng Liu

“…<div xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" class="section"> <a class="named-anchor" id="d1449689e281"> <!…”
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Regard sur l’histoire de quelques prépositions de l’anglais contemporain :apport de la diachronie  by Anne Mathieu

“…The corpus yields one occurrence of by introducing an agent, one instance of of linking a characteristic to the object it characterizes, and one instance of for introducing duration. …”
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Refusing to Abide by Violation Decisions Made by the Constitutional Court in the Context of Determining Crimes That Form the Exception of Legislative Immunity by Adem Sözüer

“…Indeed, instead of performing the necessary procedures indicated by the violation decision the Constitutional Court had issued, the competent first-instance court forwarded the file to the 3rd Criminal Chamber of the Court of Cassation. …”
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Search features of digital libraries by Alastair G. Smith

“…The survey indicates that current digital libraries do not implement a wide range of search features. For instance: under half of the examples included controlled vocabulary, under half had proximity searching, only one enabled browsing of term indexes, and none of the digital libraries enable searchers to refine an initial search. …”
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“Two-faced Courts” – Some Key Features of New Subordinate Courts (iudicia subalterna) in Hungary and Transylvania (1787 – 1790) by András Biczó

“…On 1 September 1787, 38 courts in the Kingdom of Hungary and its neighbouring lands and 11 courts in the Grand Principality of Transylvania officially had to start their operation. The new judicial bodies took over the place of the former country courts (sedes iudiciariae i. e., sedriae), which were terminated on 31 August 1787. …”
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“Two-faced Courts” – Some Key Features of New Subordinate Courts (iudicia subalterna) in Hungary and Transylvania (1787 – 1790) by András Biczó

“…On 1 September 1787, 38 courts in the Kingdom of Hungary and its neighbouring lands and 11 courts in the Grand Principality of Transylvania officially had to start their operation. The new judicial bodies took over the place of the former country courts (sedes iudiciariae i. e., sedriae), which were terminated on 31 August 1787. …”
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