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RISS 인기검색어
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- 저자 : Tianjiao Liang (검색결과 4 건)
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Bird's Eye View Semantic Segmentation based on Improved Transformer for Automatic Annotation
( Tianjiao Liang ),( Weiguo Pan ),( Hong Bao ),( Xinyue Fan ),( Han Li ) 한국인터넷정보학회 2023 KSII Transactions on Internet and Information Syst Vol.17 No.8
High-definition (HD) maps can provide precise road information that enables an autonomous driving system to effectively navigate a vehicle. Recent research has focused on leveraging semantic segmentation to achieve automatic annotation of HD maps. However, the existing methods suffer from low recognition accuracy in automatic driving scenarios, leading to inefficient annotation processes. In this paper, we propose a novel semantic segmentation method for automatic HD map annotation. Our approach introduces a new encoder, known as the convolutional transformer hybrid encoder, to enhance the model's feature extraction capabilities. Additionally, we propose a multi-level fusion module that enables the model to aggregate different levels of detail and semantic information. Furthermore, we present a novel decoupled boundary joint decoder to improve the model's ability to handle the boundary between categories. To evaluate our method, we conducted experiments using the Bird's Eye View point cloud images dataset and Cityscapes dataset. Comparative analysis against state-of-the-art methods demonstrates that our model achieves the highest performance. Specifically, our model achieves an mIoU of 56.26%, surpassing the results of SegFormer with an mIoU of 1.47%. This innovative promises to significantly enhance the efficiency of HD map automatic annotation.
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Monte Carlo shielding evaluation of a CSNS Multi-Physics instrument
Tairan Liang,Fei Shen,Wen Yin,Juping Xu,Quanzhi Yu,Tianjiao Liang 한국원자력학회 2019 Nuclear Engineering and Technology Vol.51 No.8
The Multi-Physics (MP) instrument is one of 20 neutron spectrometers planned in the China Spallation Neutron Source (CSNS). This paper presents a shielding calculation for the MP instrument using Monte Carlo codes MCNPX and FLUKA. First, the neutrons that escape from the CSNS decoupled water moderator and are delivered to the beam line of the MP instrument are calculated to use as the source term of the shielding calculation. Then, to validate the calculation method based on multiple variance reduction techniques, a cross check between MCNPX and FLUKA codes is performed by comparing the calculation results of the dose rate distribution on a simplified beam line model. Finally, a complete geometry model of the MP instrument is set up, and the primary parameters for the shielding design are obtained according to the calculated dose rate map considering different worst-case scenarios.
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Yang Zhao,Liang Zhao,Xiaonan Zheng,Tianjiao Fu,Huiyuan Guo,Fazheng Ren 한국미생물학회 2013 The journal of microbiology Vol.51 No.2
In this study, we utilized the nematode Caenorhabditis elegans to assess potential life-expanding effect of Lactobacillus salivarius strain FDB89 (FDB89) isolated from feces of centenarians in Bama County (Guangxi, China). This study showed that feeding FDB89 extended the mean life span in C. elegans by up to 11.9% compared to that of control nematodes. The reduced reproductive capacities, pharyngeal pumping rate, growth, and increased superoxide dismutase (SOD)activity and XTT reduction capacity were also observed in FDB89 feeding worms. To probe the anti-aging mechanism further, we incorporated a food gradient feeding assay and assayed the life span of eat-2 mutant. The results demonstrated that the maximal life span of C. elegans fed on FDB89was achieved at the concentration of 1.0 mg bacterial cells/plate, which was 10-fold greater than that of C. elegans fed on E. coli OP50 (0.1 mg bacterial cells/plate). However, feeding FDB89 could not further extend the life span of eat-2mutant. These results indicated that FDB89 modulated the longevity of C. elegans in a dietary restriction-dependent manner and expanded the understanding of anti-aging effect of probiotics.
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Overview of CSNS tantalum cladded tungsten solid Target-1 and Target-2
Shaohong Wei,Ruiqiang Zhang,Quan Ji,Changfeng Li,Bin Zhou,Youlian Lu,Jun Xu,Ke Zhou,Chongguang Zhao,Ning He,Wen Yin,Tianjiao Liang 한국원자력학회 2022 Nuclear Engineering and Technology Vol.54 No.5
A solid tungsten target was used at the China Spallation Neutron Source (CSNS) with 100 kW protonbeam power. To improve the lifetime, hot isostatic pressing (HIP) process was selected to bond tantalumcladding with tungsten plates. Radioactive isotope 182Ta, an activation product of tantalum, was found inthe cooling water after a period of operation, however, no radioactive isotopes of 187W was found, whichshows the tantalum layer remained mostly intact. The CSNS Target-1 had been operating safely for threeyears and was replaced by Target-2 in August 2020
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