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A robust method for large-scale route optimization on lunar surface utilizing a multi-level map model
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作者 Yutong JIA Shengnan ZHANG +5 位作者 Bin LIU Kaichang DI Bin XIE Jing NAN Chenxu ZHAO Gang WAN 《Chinese Journal of Aeronautics》 2025年第3期134-150,共17页
As we look ahead to future lunar exploration missions, such as crewed lunar exploration and establishing lunar scientific research stations, the lunar rovers will need to cover vast distances. These distances could ra... As we look ahead to future lunar exploration missions, such as crewed lunar exploration and establishing lunar scientific research stations, the lunar rovers will need to cover vast distances. These distances could range from kilometers to tens of kilometers, and even hundreds and thousands of kilometers. Therefore, it is crucial to develop effective long-range path planning for lunar rovers to meet the demands of lunar patrol exploration. This paper presents a hierarchical map model path planning method that utilizes the existing high-resolution images, digital elevation models and mineral abundance maps. The objective is to address the issue of the construction of lunar rover travel costs in the absence of large-scale, high-resolution digital elevation models. This method models the reference and semantic layers using the middle- and low-resolution remote sensing data. The multi-scale obstacles on the lunar surface are extracted by combining the deep learning algorithm on the high-resolution image, and the obstacle avoidance layer is modeled. A two-stage exploratory path planning decision is employed for long-distance driving path planning on a global–local scale. The proposed method analyzes the long-distance accessibility of various areas of scientific significance, such as Rima Bode. A high-precision digital elevation model is created using stereo images to validate the method. Based on the findings, it can be observed that the entire route spans a distance of 930.32 km. The route demonstrates an impressive ability to avoid meter-level impact craters and linear structures while maintaining an average slope of less than 8°. This paper explores scientific research by traversing at least seven basalt units, uncovering the secrets of lunar volcanic activities, and establishing ‘golden spike’ reference points for lunar stratigraphy. The final result of path planning can serve as a valuable reference for the design, mission demonstration, and subsequent project implementation of the new manned lunar rover. 展开更多
关键词 Crewed lunar exploration Long-range path planningi Multi-level map Deep learning Volcanic activities
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多模态影像融合技术在肝内胆管癌诊断与治疗中的应用价值 被引量:29
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作者 杨剑 罗旺 +7 位作者 项楠 曾宁 祝文 贾富仓 王琼 李金 文赛 方驰华 《中华消化外科杂志》 CAS CSCD 北大核心 2019年第2期176-182,共7页
目的探讨多模态影像融合技术在肝内胆管癌(ICC)诊断与治疗中的应用价值。方法采用回顾性描述性研究方法。收集2018年1-9月南方医科大学珠江医院收治的11例ICC患者的临床病理资料;男5例,女6例;年龄为(55±12)岁,年龄范围为30~74岁。... 目的探讨多模态影像融合技术在肝内胆管癌(ICC)诊断与治疗中的应用价值。方法采用回顾性描述性研究方法。收集2018年1-9月南方医科大学珠江医院收治的11例ICC患者的临床病理资料;男5例,女6例;年龄为(55±12)岁,年龄范围为30~74岁。收集患者上腹部增强CT检查和钆塞酸二钠(Gd-EOB-DTPA)增强MRI检查数据,构建基于CT-MRI融合图像的肝脏3D模型。根据不同模态影像学检查技术制订术前规划。吲哚菁绿(ICG)分子荧光成像技术和增强现实手术导航系统分别运用于肝切除术中。观察指标:(1)术前评估。(2)术中情况。(3)不同模态影像学技术制订手术规划方案与实际手术方式的比较。(4)随访情况。采用门诊或电话方式进行术后随访,随访患者术后并发症发生情况。随访时间截至2018年11月。正态分布的计量资料以Mean±SD表示,偏态分布的计量资料以M(范围)表示。计数资料以绝对数或百分比表示,比较采用配对χ2检验。结果(1)术前评估:增强CT检查清晰显示门静脉、肝静脉系统三级及以上分支血管比例,肿瘤边界比例分别为11/11和4/11,MRI检查分别为5/11和11/11,两种检查上述指标比较,差异均有统计学意义(χ^2=4.16,5.14,P<0.05)。增强CT检查显示肝脏病灶11个,增强MRI检查显示病灶13个(含增强CT检查未显示的2个病灶,最大直径≤10mm)。基于CT-MRI融合图像的肝脏3D模型:均能立体、直观、全面显示肝脏病灶位置、数目、浸润范围(肿瘤边界),肝内血管走行、变异情况以及与病灶的空间关系。(2)术中情况:11例患者中,术中肉眼探查发现11个病灶;通过ICG分子荧光影像技术检查出13个病灶,包含2个术前MRI检查肝胆特异期提示的低摄取病灶,病理学检查为肝内转移癌。11例患者中,结扎肝门相应血管出现肉眼可见明显缺血分界线6例;使用ICG分子荧光影像技术检查显示10例行解剖性肝切除术患者的肝段或半肝边界,其中正染法2例、反染法8例。11例患者中,行左半肝切除术3例(1例联合肝Ⅷ段转移灶局部切除术),左肝外叶切除术2例,右半肝切除术2例,扩大右半肝切除术、右肝后叶切除术、部分肝Ⅷ段切除术、肝中叶切除术各1例。11例患者中,7例联合区域淋巴结清扫,4例行单纯淋巴结活组织检查。11例患者中,1例术中诊断为肝脏断面胆汁漏,予以4-0Prolene线缝扎处理;10例未发生术中胆汁漏。11例患者手术切缘均为阴性,手术时间为(240±118)min,术中出血量为(275±249)mL,住院时间为(13±8)d,围术期均未输血治疗。(3)不同模态影像学技术制订手术规划方案与实际手术方式的比较:CT、MRI检查和基于CT-MRI融合图像的肝脏3D模型手术规划方案与实际手术方式一致分别为6、9、11例。(4)随访情况:11例患者术后均获得随访,随访时间为2~10个月,中位随访时间为6个月。3例患者发生术后并发症,Clavien-DindoⅠ、Ⅱ级并发症2例,其中胸腔积液1例,胸腔积液+腹腔积液1例,均经保守治疗后好转;Clavien-DindoⅢ级并发症1例(术后腹腔出血),行经皮股动脉穿刺选择性动脉栓塞术治疗后好转。11例患者均未发生术后胆汁漏、肝衰竭和死亡。结论多模态影像融合技术可优化术前手术规范方案,术中能实时辅助识别肝脏重要血管并为肝切除术实时导航,提高手术安全性。 展开更多
关键词 胆道肿瘤 肝内胆管癌 多模态影像技术 三维可视化 术前规划 术中导航
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Exploration on Detailed Control Planning Under Urban-Rural Planning Law:A Case Study on Wuhan
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作者 LIU Qizhi,Deputy Chief,Wuhan Planning Bureau,Deputy Director,Senior Planner,Academic Committee of Urban Planning Society of China,Wuhan,P.R.China.SONG Zhongying,Senior Planner,Deputy General Planner,Wuhan Planning & Design Institute,Wuhan,P.R.China.SHANG Yu,Planner,Chief Engineer,Wuhan Planning & Design Institute,Wuhan,P.R.China.QIAN Fang 《China City Planning Review》 2010年第2期16-25,共10页
Based on the planning practice in Wuhan after the Urban-Rural Planning Law was implemented in 2008,this paper reviews the evolution of detailed control planning in China,and addresses its main problems and conflicts.T... Based on the planning practice in Wuhan after the Urban-Rural Planning Law was implemented in 2008,this paper reviews the evolution of detailed control planning in China,and addresses its main problems and conflicts.The innovation of the hierarchical planning and administration system is discussed,and the administrative measures for the transition period in which the detailed control plans have not yet been made for all the urban areas is proposed. 展开更多
关键词 Urban-Rural PLANNING LAW detailed control PLANNING
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