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Research on the accurate calculation method of crater position in lunar surface images based on feature matching
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作者 Yanning Zheng Xue Dong +5 位作者 Zhipeng Liang Jian Gao Bowen Guan Liyan Sun Xingwei Han He Dong 《Astronomical Techniques and Instruments》 2025年第4期265-273,共9页
Lunar Laser Ranging has extremely high requirements for the pointing accuracy of the telescopes used.To improve its pointing accuracy and solve the problem of insufficiently accurate telescope pointing correction achi... Lunar Laser Ranging has extremely high requirements for the pointing accuracy of the telescopes used.To improve its pointing accuracy and solve the problem of insufficiently accurate telescope pointing correction achieved by tracking stars in the all-sky region,we propose a processing scheme to select larger-sized lunar craters near the Lunar Corner Cube Retroreflector as reference features for telescope pointing bias computation.Accurately determining the position of the craters in the images is crucial for calculating the pointing bias;therefore,we propose a method for accurately calculating the crater position based on lunar surface feature matching.This method uses matched feature points obtained from image feature matching,using a deep learning method to solve the image transformation matrix.The known position of a crater in a reference image is mapped using this matrix to calculate the crater position in the target image.We validate this method using craters near the Lunar Corner Cube Retroreflectors of Apollo 15 and Luna 17 and find that the calculated position of a crater on the target image falls on the center of the crater,even for image features with large distortion near the lunar limb.The maximum image matching error is approximately 1″,and the minimum is only 0.47″,which meets the pointing requirements of Lunar Laser Ranging.This method provides a new technical means for the high-precision pointing bias calculation of the Lunar Laser Ranging system. 展开更多
关键词 Lunar Laser Ranging system High-precision pointing correction Lunar surface features Image feature matching Deep learning Crater position calculation
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Cascaded metasurfaces for adaptive aberration correction
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作者 Lei Zhang Tie Jun Cui 《Opto-Electronic Advances》 2025年第5期1-3,共3页
Aberration-corrected focus scanning is crucial for high-precision optics,but the conventional optical systems rely on bulky and complicated dynamic correctors.Recently,Shiyi Xiao's group proposed a method using tw... Aberration-corrected focus scanning is crucial for high-precision optics,but the conventional optical systems rely on bulky and complicated dynamic correctors.Recently,Shiyi Xiao's group proposed a method using two rotating cascaded transmissive metasurfaces for adaptive aberration correction in focus scanning.The optimized phase profiles enable precise control of the focal position for scanning custom-curved surfaces.This concept was experimentally validated by two allsilicon meta-devices in the terahertz regime,paving the way for high-precision and compact optical devices in various applications. 展开更多
关键词 precise control focal position optimized phase profiles rotating cascaded transmissive metasurfaces focus scanningthe adaptive aberration correction dynamic correctorsrecentlyshiyi terahertz reg cascaded metasurfaces
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Calculation and correction of magnetic object positioning error caused by magnetic field gradient tensor measurement 被引量:6
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作者 WANG Sansheng ZHANG Mingji +1 位作者 ZHANG Ning GUO Qiang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2018年第3期456-461,共6页
Magnetic field gradient tensor measurement is an important technique to obtain position information of magnetic objects. When using magnetic field sensors to measure magnetic field gradient as the coefficients of tens... Magnetic field gradient tensor measurement is an important technique to obtain position information of magnetic objects. When using magnetic field sensors to measure magnetic field gradient as the coefficients of tensor, field differentiation is generally approximated by field difference. As a result, magnetic objects positioning by magnetic field gradient tensor measurement always involves an inherent error caused by sensor sizes, leading to a reduction in detectable distance and detectable angle. In this paper, the inherent positioning error caused by magnetic field gradient tensor measurement is calculated and corrected by iterations based on the systematic position error distribution patterns. The results show that, the detectable distance range and the angle range of an ac magnetic object(2.44 Am^2@1 kHz) can be increased from(0.45 m, 0.75 m),(0?, 25?) to(0.30 m, 0.80 m),(0?,80?), respectively. 展开更多
关键词 magnetic dipole magnetic gradient tensor positioning error error correction
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Coordinate correction algorithm for WLAN indoor positioning
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作者 孙永亮 徐玉滨 +1 位作者 马琳 韩军义 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2012年第2期67-70,共4页
In the fingerprint matching-based wireless local area network(WLAN) indoor positioning system,Kalman filter(KF) is usually applied after fingerprint matching algorithms to make positioning results more accurate and co... In the fingerprint matching-based wireless local area network(WLAN) indoor positioning system,Kalman filter(KF) is usually applied after fingerprint matching algorithms to make positioning results more accurate and consecutive.But this method,like most methods in WLAN indoor positioning field,fails to consider and make use of users' moving speed information.In order to make the positioning results more accurate through using the users' moving speed information,a coordinate correction algorithm(CCA) is proposed in this paper.It predicts a reasonable range for positioning coordinates by using the moving speed information.If the real positioning coordinates are not in the predicted range,it means that the positioning coordinates are not reasonable to a moving user in indoor environment,so the proposed CCA is used to correct this kind of positioning coordinates.The simulation results prove that the positioning results by the CCA are more accurate than those calculated by the KF and the CCA is effective to improve the positioning performance. 展开更多
关键词 indoor positioning fingerprint matching Kalman filter coordinate correction algorithm
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A Laser Line Scanner Based Hole Position Correction Mechanism for Automatic Drilling and Riveting in Aircraft Assembly
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作者 ZHANG Lin TIAN Wei +3 位作者 SUN Hailong XUE Qiwei LIU Yangyang LIAO Wenhe 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2019年第6期952-963,共12页
The low-stiffness of aircraft skins may results in the differences between aircraft actual parts and their theoretical models,which will consequently affect the accuracy of automatic drilling and riveting in aircraft ... The low-stiffness of aircraft skins may results in the differences between aircraft actual parts and their theoretical models,which will consequently affect the accuracy of automatic drilling and riveting in aircraft assembly.In this paper,a novel approach of hole position correction using laser line scanner(LLS)is proposed to assign a single row of holes on the parts’surfaces.First,we adopt a space circle fitting method and the random sample consensus(RANSAC)to obtain the precise coordinates of center of the datum holes’coordinates.Second,LLS is calibrated by the laser tracker,and the relations between the LLS coordinate system and the tool coordinate system(TCS)can be calculated.Third,the kinematics model of the automatic riveting machine is established based on a two-point referencing strategy proposed in this paper.Thus,the positions of the holes to be drilled can be adjusted.Finally,the experimental results show that in TCS the measurement error of LLS is less than 0.1 mm,and the correction error of the hole position is less than 0.5 mm,which demonstrates the reliability of our method. 展开更多
关键词 aircraft assembly automatic drilling and riveting system(ADRS) laser line scanner(LLS) position correction
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Scanning-Position Error-Correction Algorithm in Dual-Wavelength Ptychographic Microscopy
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作者 Rui Ma Shu-Yuan Zhang +3 位作者 Tian-Hao Ruan Ye Tao Hua-Ying Wang Yi-Shi Shi 《Chinese Physics Letters》 SCIE CAS CSCD 2020年第4期41-45,共5页
We propose a new algorithm for the error correction of scanning positions in ptychographic microscopy.Since the scanning positions are varied mechanically by moving the illuminating probes laterally,the scanning error... We propose a new algorithm for the error correction of scanning positions in ptychographic microscopy.Since the scanning positions are varied mechanically by moving the illuminating probes laterally,the scanning errors will accumulate at multiple positions,greatly reducing the reconstruction quality of a sample.To correct the scanning errors,we use the correlation analysis for the diffractive data combining with the additional constraint of dual wavelengths.This significantly improves the quality of ptychographic microscopy.Optical experiments verify the proposed algorithm for two samples including a resolution target and a fibroblast. 展开更多
关键词 Dual positionS correction
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A Heading Drift Correction Method for Pedestrian Inertial Positioning
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作者 Yong Zhang Huaijun Li +2 位作者 Yonghua Wei Jing Wang Hui Zhao 《Journal of Sensor Technology》 2023年第2期24-36,共13页
Pedestrian inertial positioning is an effective means when satellites fail. Heading accuracy determines the performance of pedestrian inertial positioning. To realize an accurate positioning, a heading drift correctio... Pedestrian inertial positioning is an effective means when satellites fail. Heading accuracy determines the performance of pedestrian inertial positioning. To realize an accurate positioning, a heading drift correction method was proposed. An in-situ active rotation is performed before autonomous positioning, and the error compensation coefficient of biaxial geomagnetic measurement is obtained by using the ellipse fitting correction method to achieve effective suppression of external environmental geomagnetic interference. The corrected biaxial geomagnetic measurement information is used to directly calculate the heading information and combine it with the peak stride detection method and linear step estimation model to achieve autonomous positioning of pedestrians. To verify the effectiveness and stability of the algorithm, several sets of experiments on the autonomous positioning of pedestrians are carried out in an outdoor environment. The experimental results show that the average deviation between the starting point and the endpoint of the proposed algorithm’s positioning trajectory accounts for 0.95% of the total travel in the 150 m positioning experiments. 展开更多
关键词 Geomagnetic Measurement Heading Solution Autonomous positioning Active Rotation Geomagnetic correction
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413 CASES OF ABNORMAL FETAL POSITION CORRECTED BY AURICULAR PLASTER THERAPY
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作者 秦广凤 唐宏瑾 《Journal of Traditional Chinese Medicine》 SCIE CAS CSCD 1989年第4期235-237,共3页
The authors corrected the abnormal fetal posi-tion in 413 cases of pregnant women by the auri-cular plaster therapy(APT)with a success rate of83.3%—remarkably higher than treatment by knee-chest positioning.Further a... The authors corrected the abnormal fetal posi-tion in 413 cases of pregnant women by the auri-cular plaster therapy(APT)with a success rate of83.3%—remarkably higher than treatment by knee-chest positioning.Further analysis showed that APTwas also supperior to the knee-chest positioning forprimiparae,breech fetal position,and pregancies over33 weeks.The authors also noted the clinical signsof successful cases and failures. 展开更多
关键词 FETAL PREGNANT CHEST noted positionING corrected women FETUS remarkably ABNORMAL
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On ionosphere-delay processing methods for single-frequency precise-point positioning 被引量:1
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作者 Tu Rui Zhang Qin Huang Guanwen Zhao Hong 《Geodesy and Geodynamics》 2011年第1期71-76,共6页
In single-frequency precise-point positioning of a satellite,ionosphere delay is one of the most important factors impacting the accuracy. Because of the instability of the ionosphere and uncertainty of its physical p... In single-frequency precise-point positioning of a satellite,ionosphere delay is one of the most important factors impacting the accuracy. Because of the instability of the ionosphere and uncertainty of its physical properties, the positioning accuracy is seriously limited when using a precision-limited model for correction. In order to reduce the error, we propose to introduce some ionosphere parameter for real-time ionosphere-delay estimation by applying various mapping functions. Through calculation with data from the IGS( International GPS Service) tracking station and comparison among results of using several different models and mapping functions, the feasibility and effectiveness of the new method are verified. 展开更多
关键词 single-frequency precise-point positioning ionosphere delay model correction mapping function parameter estimation
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GPS Rapid Static and Kinematic Positioning Based on GPS Active Network 被引量:1
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作者 CHEN Wu HU Congwei CHEN Yongqi DING Xiaoli Simon Chi_wo Kowk 《Geo-Spatial Information Science》 2003年第1期5-11,共7页
This paper presents a data processing strategy for GPS kinematic positioning by using a GPS active network to model the GPS errors in double difference observable.Firstly,the double difference residuals are estimated ... This paper presents a data processing strategy for GPS kinematic positioning by using a GPS active network to model the GPS errors in double difference observable.Firstly,the double difference residuals are estimated between the reference stations in the active network.Then the errors at a user station are predicted as the network corrections to user measurements,based on the location of the user.Finally conventional kinematic positioning algorithms can be applied to determine the position of the user station.As an example,continuous 24_hour GPS data in March 2001 has been processed by this method.It clearly demonstrates that,after applying these corrections to a user within the network,both the success rate for ambiguity resolution and the positioning accuracy have been significantly improved. 展开更多
关键词 GPS AMBIGUITY active network network correction kinematic positioning
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Nonlinear correction of photoelectric displacement sensor based on least square support vector machine 被引量:1
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作者 郭杰荣 何怡刚 刘长青 《Journal of Central South University》 SCIE EI CAS 2011年第5期1614-1618,共5页
A model of correcting the nonlinear error of photoelectric displacement sensor was established based on the least square support vector machine.The parameters of the correcting nonlinear model,such as penalty factor a... A model of correcting the nonlinear error of photoelectric displacement sensor was established based on the least square support vector machine.The parameters of the correcting nonlinear model,such as penalty factor and kernel parameter,were optimized by chaos genetic algorithm.And the nonlinear correction of photoelectric displacement sensor based on least square support vector machine was applied.The application results reveal that error of photoelectric displacement sensor is less than 1.5%,which is rather satisfactory for nonlinear correction of photoelectric displacement sensor. 展开更多
关键词 least square support vector machine position photoelectric displacement sensor nonlinear correct
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Performance analysis of real-time and post-mission kinematic precise point positioning in marine environments 被引量:1
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作者 Serdar Erol Reha Metin Alkan +1 位作者 I.Murat Ozulu Veli Ilçi 《Geodesy and Geodynamics》 2020年第6期401-410,共10页
This article focuses on the performance analysis of both real-time and post-mission kinematic precise point positioning(PPP)in challenging marine environments.For this purpose,a real dynamic experiment lasting 6 h was... This article focuses on the performance analysis of both real-time and post-mission kinematic precise point positioning(PPP)in challenging marine environments.For this purpose,a real dynamic experiment lasting 6 h was carried out on a lake dam in?orum City of Turkey.While the kinematic test was continuing,the real-time PPP coordinates were obtained for each measurement epoch with a commercial real-time PPP(RT-PPP)service,namely the Trimble Center Point RTX.Then the post-mission PPP(PM-PPP)coordinates were calculated by using Multi-GNSS data and the Multi-GNSS Experiment(MGEX)precise products.The kinematic RT-PPP and PM-PPP results showed that the PPP coordinates were consistent with the relative solution at centimetre and decimetre level in horizontal and height components,respectively.This study implies that PPP technique is a powerful tool for highly accurate positioning in both real-time and post-mission modes,even for dynamic applications in harsh environments. 展开更多
关键词 Kinematic survey Precise point positioning Real-time PPP IGS-RTS Global GNSS correction service
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RESEARCH ON THE METHODS OF IMPROVING DGPS POSITIONING PRECISION
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作者 丁胜昔 张其善 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2000年第4期216-221,共6页
A DGPS positioning model is described, and the elements that influence DGPS positioning precision are analyzed in detail. On this basis, the methods of improving DGPS positioning precision are proposed which include i... A DGPS positioning model is described, and the elements that influence DGPS positioning precision are analyzed in detail. On this basis, the methods of improving DGPS positioning precision are proposed which include increasing updating rate of DGPS correction, building extended DGPS system and improving quality of DGPS correction signal. In the intelligent monitor and control system of the public transport in Beijing, these methods improve the vehicle positioning precision to 2~5m. 展开更多
关键词 global positioning system extended differential Kalman filter pseudo-range correction
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Recovery of photoacoustic images based on accurate ultrasound positioning
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作者 Yinhao Pan Ningbo Chen +3 位作者 Liangjian Liu Chengbo Liu Zhiqiang Xu Jianhui Zhang 《Visual Computing for Industry,Biomedicine,and Art》 EI 2021年第1期63-69,共7页
Photoacoustic microscopy is an in vivo imaging technology based on the photoacoustic effect.It is widely used in various biomedical studies because it can provide high-resolution images while being label-free,safe,and... Photoacoustic microscopy is an in vivo imaging technology based on the photoacoustic effect.It is widely used in various biomedical studies because it can provide high-resolution images while being label-free,safe,and harmless to biological tissue.Polygon-scanning is an effective scanning method in photoacoustic microscopy that can realize fast imaging of biological tissue with a large field of view.However,in polygon-scanning,fluctuations of the rotating motor speed and the geometric error of the rotating mirror cause image distortions,which seriously affect the photoacoustic-microscopy imaging quality.To improve the image quality of photoacoustic microscopy using polygon-scanning,an image correction method is proposed based on accurate ultrasound positioning.In this method,the photoacoustic and ultrasound imaging data of the sample are simultaneously obtained,and the angle information of each mirror used in the polygon-scanning is extracted from the ultrasonic data to correct the photoacoustic images.Experimental results show that the proposed method can significantly reduce image distortions in photoacoustic microscopy,with the image dislocation offset decreasing from 24.774 to 10.365μm. 展开更多
关键词 Photoacoustic microscopy Polygon-scanning Image correction Ultrasound positioning
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Error correction method of 6-HTRT parallel mechanics
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作者 张秀峰 季林红 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2007年第2期193-196,共4页
The method of error correction is one of key techniques of parallel robot. A new method of end error correction of 6-HTRT parallel robot is presented for engineering and researching on correlative theory of 6-HTRT par... The method of error correction is one of key techniques of parallel robot. A new method of end error correction of 6-HTRT parallel robot is presented for engineering and researching on correlative theory of 6-HTRT parallel robot. The method need calculate many kinematics equations of parallel robot such as position back solution, velocity Jacobin, position forward solution and error Jacobin. New methods presented for solving these questions are simpler and fitter for programming and calculating, because former methods are too complex to use in engineering. These questions may be solved by iterative method of numerical value which has fast velocity of calculating. These new methods may be used in other mechanism of parallel robot too, and so have wider using value. The experimental results demonstrate that the system may satisfy entirely high technical request and fit for engineering in new measures. 展开更多
关键词 high-precision robot Hooker joint error correction position forward solution Jacobin
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面向高反光窄焊缝场景的人工引导协作机器人焊接轨迹修正方法
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作者 陶永 谭栋华 +5 位作者 高赫 万嘉昊 王潇桐 邓昌义 魏洪兴 王田苗 《机械工程学报》 北大核心 2025年第15期148-161,共14页
激光焊接已广泛应用于各个行业,而传统的人工示教或离线编程在面对工件形位差异时缺乏有效改进措施,人工修正过程既耗时又费力。面对高反光窄焊缝等复杂焊接场景时,噪声大且稳定性差,难以准确修正机器人的焊接轨迹从而影响焊接质量。因... 激光焊接已广泛应用于各个行业,而传统的人工示教或离线编程在面对工件形位差异时缺乏有效改进措施,人工修正过程既耗时又费力。面对高反光窄焊缝等复杂焊接场景时,噪声大且稳定性差,难以准确修正机器人的焊接轨迹从而影响焊接质量。因此,提出一种基于非刚性配准的面向高反光窄焊缝的协作机器人焊接轨迹修正方法。首先,提出了基于动态ROI预测的寻位方法,在人工引导的协作方式下通过线激光传感器获取实际工件的部分焊缝位置点;接着,提出一种优化后的WTo-CPD非刚性配准算法,密集的离线编程轨迹点集以稀疏的实际焊缝点为目标修正为新的密集轨迹点集。最后,试验验证了该方法在协作机器人焊接轨迹修正方面的有效性,在焊件存在0.3 mm内的随机误差下,该修正算法相比于Nonrigid-CPD算法、Bayesian-CPD算法收敛速度分别平均提高了27.16%与40.50%,并保证了平均误差控制在0.02 mm,最大误差小于0.21 mm,有效保证了焊接质量。 展开更多
关键词 协作机器人 激光焊接 窄焊缝寻位 非刚性配准 轨迹修正
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脑瘫患儿坐姿矫正椅设计研究
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作者 付腾飞 王洪阁 郭军辉 《家具与室内装饰》 北大核心 2025年第7期22-28,共7页
研究旨在以脑瘫患儿的坐姿矫正需求为出发点,为用户提供一种更加亲和、舒适、有效的坐姿矫正工具。通过文献综述分析坐姿矫正椅对脑瘫患儿康复的重要意义,为设计研究提供理论基础,运用AHP-FBS-VOKIR集成方法的量化指标,明确了产品的设... 研究旨在以脑瘫患儿的坐姿矫正需求为出发点,为用户提供一种更加亲和、舒适、有效的坐姿矫正工具。通过文献综述分析坐姿矫正椅对脑瘫患儿康复的重要意义,为设计研究提供理论基础,运用AHP-FBS-VOKIR集成方法的量化指标,明确了产品的设计要素,验证了集成研究方法应用于脑瘫儿童康复类产品开发的适用性。研究重点目标在于解决用户使用坐姿矫正椅的基本功能需求,同时还关注到产品的美观性、舒适性、便捷性等人性化指标需求。方案设计阶段通过设计实践探索了儿童学习椅的外观设计风格与脑瘫患儿坐姿矫正椅相结合的可行性,这一研究路径既能为脑瘫儿童产品的设计研发提供有益的参考,也能为相关领域的研究提供借鉴价值。 展开更多
关键词 脑瘫患儿 坐姿矫正椅 AHP FBS VIKOR
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基于下肢骨X光三维重建算法的优化研究
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作者 王宝会 杜辉 张远 《计算机科学》 北大核心 2025年第S2期411-417,共7页
在临床实践中,下肢骨畸形是骨科医疗中常见且治疗难度较大的病症,医生通常依赖正侧位X光片进行负重位畸形程度判断,但这一过程高度依赖医生的专业程度与经验水平。虽然CT三维摄片技术存在,但患者在拍摄CT时需要平躺,与站立负重位的差异... 在临床实践中,下肢骨畸形是骨科医疗中常见且治疗难度较大的病症,医生通常依赖正侧位X光片进行负重位畸形程度判断,但这一过程高度依赖医生的专业程度与经验水平。虽然CT三维摄片技术存在,但患者在拍摄CT时需要平躺,与站立负重位的差异导致其无法很好地满足诊断要求。因此,创建更为直观和准确的下肢骨畸形模型展示至关重要。这样不仅可以简化医生的工作,还能提高诊断的准确性,帮助他们制定更有效的治疗方案。因此,提出了基于PSSobel-X2CTGAN的模型,在原模型的基础上对reshape模块加入了Transformer机制,另外在数据集的准备中使用了CycleGAN来进行数据增强。在原论文的数据集上进行验证,实验结果清晰地表明,该模型在CT-PELVIC和SKI10数据集上的结构相似值分别达到了79.51%和56.32%,而原模型的值仅为77.49%和49.53%,展示了其显著的改进和提升。 展开更多
关键词 负重位 三维重建 TRANSFORMER CycleGAN 下肢畸形矫正
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基于图像定位的输电线长动态修正及综合行波测距方法
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作者 李振兴 刘凯 +3 位作者 胡聪 皮志勇 翁汉琍 李振华 《电力系统保护与控制》 北大核心 2025年第2期125-135,共11页
高压输电线路在不同负载下线长动态变化,进而影响基于固定线长的行波测距结果。考虑架空地线不受负荷影响,以地线为参考,应用图像识别定位技术标定地线、输电线相对坐标,并基于架空线路方程的理论推导实现输电线长动态修正。考虑输电杆... 高压输电线路在不同负载下线长动态变化,进而影响基于固定线长的行波测距结果。考虑架空地线不受负荷影响,以地线为参考,应用图像识别定位技术标定地线、输电线相对坐标,并基于架空线路方程的理论推导实现输电线长动态修正。考虑输电杆塔等高、不等高场景,以悬链线方程为基础,转换应力/比载之比为单一变量,对应图像识别定位的地线-输电线高差H构建输电线长修正模型。进一步考虑视觉下的等间隔多点高差分布,应用曲线拟合技术,实现输电线长动态修正。最后将修正线长应用到单端和双端行波测距中,并提出基于最小误差的综合行波测距权重分配,仿真验证了所提线长修正效果及其测距精度。 展开更多
关键词 输电线长修正 行波测距 地线-输电线高差 图像识别 曲线拟合
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一种基于风机局部图像的桨叶叶尖定位方法
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作者 焦嵩鸣 张彪 《华北电力大学学报(自然科学版)》 北大核心 2025年第2期126-133,共8页
针对无人机自主巡检风机需对桨叶进行精准定位的问题,设计了一种基于风机局部图的无人机位姿修正和叶尖定位系统。无人机依据风机参数飞至指定位置获取风机局部图,使用Yolov5实现对轮毂、塔筒的目标检测和特征提取。对概率渐进式Hough... 针对无人机自主巡检风机需对桨叶进行精准定位的问题,设计了一种基于风机局部图的无人机位姿修正和叶尖定位系统。无人机依据风机参数飞至指定位置获取风机局部图,使用Yolov5实现对轮毂、塔筒的目标检测和特征提取。对概率渐进式Hough直线检测结果筛选后,利用K-means聚类得到桨叶中心线,依靠轮毂特征和桨叶中心线夹角更新无人机位姿,获取近距离粗略正对风机局部图。设计无人机位姿修正系统并对其收敛性进行了证明,该系统以风机局部图中像素坐标差值作为偏差控制量,计算世界坐标系下无人机运动量,实现无人机正对风机,轮毂位置位于图像中心。最后,结合无人机位姿信息与风机参数解算桨叶叶尖坐标,实现叶尖精准定位。该算法基于Gazebo仿真实现,定位精度达亚米级,为风机运维提供理论依据。 展开更多
关键词 目标检测 图像处理 位姿修正 桨叶叶尖 精准定位
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