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Frequency and associated factors of accommodation and non-strabismic binocular vision dysfunction among medical university students 被引量:1
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作者 Jie Cai Wen-Wen Fan +5 位作者 Yun-Hui Zhong Cai-Lan Wen Xiao-Dan Wei Wan-Chen Wei Wan-Yan Xiang Jin-Mao Chen 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2024年第2期374-379,共6页
AIM:To investigate the frequency and associated factors of accommodation and non-strabismic binocular vision dysfunction among medical university students.METHODS:Totally 158 student volunteers underwent routine visio... AIM:To investigate the frequency and associated factors of accommodation and non-strabismic binocular vision dysfunction among medical university students.METHODS:Totally 158 student volunteers underwent routine vision examination in the optometry clinic of Guangxi Medical University.Their data were used to identify the different types of accommodation and nonstrabismic binocular vision dysfunction and to determine their frequency.Correlation analysis and logistic regression were used to examine the factors associated with these abnormalities.RESULTS:The results showed that 36.71%of the subjects had accommodation and non-strabismic binocular vision issues,with 8.86%being attributed to accommodation dysfunction and 27.85%to binocular abnormalities.Convergence insufficiency(CI)was the most common abnormality,accounting for 13.29%.Those with these abnormalities experienced higher levels of eyestrain(χ2=69.518,P<0.001).The linear correlations were observed between the difference of binocular spherical equivalent(SE)and the index of horizontal esotropia at a distance(r=0.231,P=0.004)and the asthenopia survey scale(ASS)score(r=0.346,P<0.001).Furthermore,the right eye's SE was inversely correlated with the convergence of positive and negative fusion images at close range(r=-0.321,P<0.001),the convergence of negative fusion images at close range(r=-0.294,P<0.001),the vergence facility(VF;r=-0.234,P=0.003),and the set of negative fusion images at far range(r=-0.237,P=0.003).Logistic regression analysis indicated that gender,age,and the difference in right and binocular SE did not influence the emergence of these abnormalities.CONCLUSION:Binocular vision abnormalities are more prevalent than accommodation dysfunction,with CI being the most frequent type.Greater binocular refractive disparity leads to more severe eyestrain symptoms. 展开更多
关键词 optometry clinic non-strabismic binocular vision dysfunction college students convergence insufficiency
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Measuring Propeller Blade Width Using Binocular Stereo Vision 被引量:3
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作者 张建德 陆金桂 《Journal of Marine Science and Application》 2011年第2期246-251,共6页
Propeller blade width measurement has been extensively studied in the past using direct and indirect methods, and it plays a great role in determining the quality of the finished products. It has surveyed that previou... Propeller blade width measurement has been extensively studied in the past using direct and indirect methods, and it plays a great role in determining the quality of the finished products. It has surveyed that previous techniques are usually time-consuming and erroneous due to a large number of points to be processed in blade width measurement. This paper proposes a new method of measuring blade width using two images acquired from different viewpoints of the same blade. And a new feature points matching approach for propeller blade image is proposed in stereo vision measurement. Based on these, pixel coordinates of contour points of the blade in two images are extracted and converted to real world coordinates by image algorithm and binocular stereo machine vision theory. Then, from the real world coordinates, the blade width at any position can be determined by simple geometrical method. 展开更多
关键词 blade width binocular stereo vision propeller: vision measurement
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Measurement method for cluster warhead's dispersion area based on binocular stereo vision technique
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作者 薛英娟 郝利华 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2016年第2期123-128,共6页
Cluster warhead has become the main ammunition of gun,rocket projectile and missile and it has been widely equipped in almost every country.More and more attention is paid to the damage effect of cluster warhead.The s... Cluster warhead has become the main ammunition of gun,rocket projectile and missile and it has been widely equipped in almost every country.More and more attention is paid to the damage effect of cluster warhead.The size of the dispersion area of cluster warhead is the main standard by which the damage effect of cluster warhead is estimated.The practical method of measuring the dispersion area was developed based on binocular stereo vision measurement theory.The calibration principle of the binocular stereo vision cameras was studied.The matching algorithm that relies on the gradient fields of the neighborhood of a pixel has been used to obtain the spatial information of matched points by acquiring apair of corresponding points in the left and right images of binocular cameras.The 3Dpositions of the flying path of cluster warhead were calculated.The umbrella that is similar to the dispersion track of static explosive cluster warhead was applied in the experiment to get the projection area of the umbrella on the ground.Experiment results verify the feasibility of the proposed method. 展开更多
关键词 binocular stereo vision cluster warhead dispersion area
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Accuracy study of a binocular-stereo-vision-based navigation robot for minimally invasive interventional procedures 被引量:4
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作者 Ran Wang Ying Han +5 位作者 Min-Zhou Luo Nai-Kun Wang Wei-Wei Sun Shi-Chong Wang Hua-Dong Zhang Li-Juan Lu 《World Journal of Clinical Cases》 SCIE 2020年第16期3440-3449,共10页
BACKGROUND Medical robot is a promising surgical tool,but no specific one has been designed for interventional treatment of chronic pain.We developed a computed tomography-image based navigation robot using a new regi... BACKGROUND Medical robot is a promising surgical tool,but no specific one has been designed for interventional treatment of chronic pain.We developed a computed tomography-image based navigation robot using a new registration method with binocular vision.This kind of robot is appropriate for minimal invasive interventional procedures and easy to operate.The feasibility,accuracy and stability of this new robot need to be tested.AIM To assess quantitatively the feasibility,accuracy and stability of the binocularstereo-vision-based navigation robot for minimally invasive interventional procedures.METHODS A box model was designed for assessing the accuracy for targets at different distances.Nine(three sets)lead spheres were embedded in the model as puncture goals.The entry-to-target distances were set 50 mm(short-distance),100 mm(medium-distance)and 150 mm(long-distance).Puncture procedure was repeated three times for each goal.The Euclidian error of each puncture was calculated and statistically analyzed.Three head phantoms were used to explore the clinical feasibility and stability.Three independent operators conducted foramen ovale placement on head phantoms(both sides)by freehand or under the guidance of robot(18 punctures with each method).The operation time,adjustment time and one-time success rate were recorded,and the two guidancemethods were compared.RESULTS On the box model,the mean puncture errors of navigation robot were 1.7±0.9 mm for the short-distance target,2.4±1.0 mm for the moderate target and 4.4±1.4 mm for the long-distance target.On the head phantom,no obvious differences in operation time and adjustment time were found among the three performers(P>0.05).The median adjustment time was significantly less under the guidance of the robot than under free hand.The one-time success rate was significantly higher with the robot(P<0.05).There was no obvious difference in operation time between the two methods(P>0.05).CONCLUSION In the laboratory environment,accuracy of binocular-stereo-vision-based navigation robot is acceptable for target at 100 mm depth or less.Compared with freehand,foramen ovale placement accuracy can be improved with robot guidance. 展开更多
关键词 Navigation robot binocular stereo vision Interventional procedure Pain management Trigeminal neuralgia Needle placement
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Binocular vision and abnormal head posture in children when watching television 被引量:1
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作者 Di Zhang Wei-Hong Zhang +2 位作者 Shu-Zhen Dai Hai-Ying Peng Li-Ya Wang 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2016年第5期746-749,共4页
AIM: To determine the association between the binocular vision and an abnormal head posture(AHP)when watching television(TV) in children 7-14 y of age.·METHODS: Fifty normal children in the normal group and... AIM: To determine the association between the binocular vision and an abnormal head posture(AHP)when watching television(TV) in children 7-14 y of age.·METHODS: Fifty normal children in the normal group and 52 children with an AHP when watching TV in the AHP group were tested for spherical equivalents, far and near fusional convergence(FC) and fusional divergence(FD) amplitudes, near point of convergence, far and near heterophoria, accommodative convergence/accommodation ratio and stereoacuity. The values of these tests were compared between the two groups. The independent t test was applied at a confidence level of95%.·RESULTS: The far and near FC amplitudes and far FD amplitudes were lower in the AHP group(the far FC amplitudes: break point 13.6±5.4~△, recovery point 8.7±5.4~△.The near FC amplitudes: break point 14.5 ±7.3~△, recovery point 10. 3 ± 5. 1~△. The far FD amplitudes : break point3.9±2.7~△, recovery point 2.6±2.3~△) compared with those in the normal group(the far FC amplitudes: break point19.1 ±6.2△, recovery point 12.4 ±4.5~△. The near FC amplitudes: break point 22.3 ±8.0~△, recovery point 16.1 ±5.7~△. The far FD amplitudes: break point 7.0 ±2.1~△,recovery point 4.6 ±1.9~△). Other tests presented no statistically significant differences.·CONCLUSION: An association between the reduced FC and FD amplitudes and the AHP in children when watching TV is proposed in the study. This kind of AHP is considered to be an anomalous manifestation which appears in a part of puerile patients of fusional vergence dysfunction. 展开更多
关键词 binocular vision fusional convergence fusional divergence abnormal head posture
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Binocular Vision Positioning Method for Safety Monitoring of Solitary Elderly 被引量:1
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作者 Lihua Zhu Yan Zhang +1 位作者 Yu Wang Cheire Cheng 《Computers, Materials & Continua》 SCIE EI 2022年第4期593-609,共17页
In nowadays society,the safety of the elderly population is becoming a pressing concern,especially for those who live alone.There might be daily risks such as accidental falling or treatment attack on them.Aiming at t... In nowadays society,the safety of the elderly population is becoming a pressing concern,especially for those who live alone.There might be daily risks such as accidental falling or treatment attack on them.Aiming at these problems,indoor positioning could be a critical way to monitor their states.With the rapidly development of the imaging techniques,wearable and portable cameras are very popular,which could be set on human individual.And in view of the advantages of the visual positioning,the authors propose a binocular visual positioning algorithm to real-timely locate the elderly indoor.In this paper,the imaging model has been established with the corrected image data from the binocular camera;then feature extraction has been completed to provide reference to adjacent image matching based on the binary robust independent elementary feature(BRIEF)descriptor,finally the camera movement and the states of the elderly have been estimated to distinguish their falling risk.In the experiments,the real-sense D435i sensors were adopted as the binocular cameras to obtain indoor images,and three experimental scenarios have been carried out to test the proposed method.The results show that the proposed algorithm can effectively locate the elderly indoor and improve the real-time monitoring capability. 展开更多
关键词 Indoor positioning binocular vision feature matching solitary elderly safety monitoring
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Research on Extraction of Bottom of Shoe Pattern Based on Binocular Stereo Vision 被引量:1
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作者 MA Xin-wu GAN Yi SUN Fu-jia 《International Journal of Plant Engineering and Management》 2016年第1期20-34,共15页
In order to quickly and efficiently get the information of the bottom of the shoe pattern and spraying trajectory, the paper proposes a method based on binocular stereo vision. After acquiring target image, edge detec... In order to quickly and efficiently get the information of the bottom of the shoe pattern and spraying trajectory, the paper proposes a method based on binocular stereo vision. After acquiring target image, edge detection based on the canny algorithm, the paper begins stereo matching based on area and characteristics of algorithm. To eliminate false matching points, the paper uses the principle of polar geometry in computer vision. For the purpose of gaining the 3D point cloud of spraying curve, the paper adopts the principle of binocular stereo vision 3D measurement, and then carries on cubic spline curve fitting. By HALCON image processing software programming, it proves the feasibility and effectiveness of the method 展开更多
关键词 binocular stereo vision camera calibration EDGE stereo matching FITTING
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RANGE ACQUISITION IN BINOCULAR 3-D COMPUTER VISION USING EDGE-BASED HIERARCHICAL MATCHING
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作者 李允明 金声 《Journal of China Textile University(English Edition)》 EI CAS 1990年第1期1-6,共6页
This paper deals with a binocular 3-D computer vision system based on the hierarchicalmatching of edge features, Frei and Chen operator is used to extract the edge. The averagegradients of an image obtained by two iso... This paper deals with a binocular 3-D computer vision system based on the hierarchicalmatching of edge features, Frei and Chen operator is used to extract the edge. The averagegradients of an image obtained by two isotropic operators are non-equal quantized andthresholded in an angle, Edge features are extracted after passing a preemphasis transferfunction which can equalize, the noise affection. Binary edge images are decomposed into apyramid structure which is stored and searched using llliffe’s location method. Corre-sponding points are used to determine the range data using triangulation based on an improvedTrivedi’s formula. In calibration the authors set the optical axes of the two cameras parallelto simplify the calculation, A 3 rd order Householder transform is used to solve the compati-ble coupled equations. 展开更多
关键词 binocular vision hierarchy pyramid 3-D computer vision HIERARCHICAL registration RANGE ACQUISITION
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Experiment Research on Binocular Perceptual Characteristics around Peripheral Vision for Development of Head Mounted Display with Wide View
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作者 Li Xiao-guang Wu Jing-long Kawamura Sadao 《Journal of Bionic Engineering》 SCIE EI CSCD 2005年第1期47-56,共10页
The head mounted display (HMD) is widely used in virtual reality technology. In common HMD, however, the binocular disparity is set to an equal fixed value in the entire range of view. Such HMD systems have several ... The head mounted display (HMD) is widely used in virtual reality technology. In common HMD, however, the binocular disparity is set to an equal fixed value in the entire range of view. Such HMD systems have several shortcomings when used for wide views. In this study, in order to realize a natural stereo sensation of HMD with wide view, we measure the characteristics of binocular stereo perception and binocular light perception. Results show that both the stereoacuity and light sensitivity decrease as the retina's eccentricity increases from fovea to periphery. However, the decrease of the stereoacuity is more rapid than that of the light sensitivity. These results suggest that the binocular disparity at the peripheral field should be small, otherwise double images would be observed instead of a stereo view. Based on the results we develop a relative binocular stereoacuity model which can be applied for the design of HMD systems with wide view. 展开更多
关键词 peripheral vision binocular perception virtual reality head mounted display with wide view
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Accurate vision measurement for kinematic parameters of satellite separation tests
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作者 胡星志 朱肇昆 陈小前 《Journal of Central South University》 SCIE EI CAS 2013年第7期1825-1831,共7页
The accurate measurement of kinematic parameters in satellite separation tests has great significance in evaluating separation performance. A novel study is made on the measuring accuracy of monocular and binocular, w... The accurate measurement of kinematic parameters in satellite separation tests has great significance in evaluating separation performance. A novel study is made on the measuring accuracy of monocular and binocular, which are the two main vision measurement methods used for kinematic parameters. As satellite separation process is transient and high-dynamic, it will bring more extraction errors to the binocular. Based on the design approach of intersection measure and variance ratio, the monocular method reflects higher precision, simpler structure and easier calibration for level satellite separation. In ground separation tests, a high-speed monocular system is developed to gain and analyze twelve kinematic parameters of a small satellite. Research shows that this monocular method can be widely applied for its high precision, with position accuracy of 0.5 mm, speed accuracy of 5 mm/s, and angular velocity accuracy of 1 (°)/s. 展开更多
关键词 satellite separation vision measurement kinematic parameter monocular vision binocular vision extraction error
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基于EVision的双目视觉系统的设计与实现 被引量:4
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作者 范路桥 蒋梁中 +2 位作者 汪伟 姚锡凡 何春彬 《计算机工程》 CAS CSCD 北大核心 2007年第8期216-218,共3页
设计和开发了一个排爆机器人的双目立体视觉系统。该系统使用Matlab7.0和机器视觉软件EVision6.2的EasyMultiCam进行图像捕获并和EasyMath模式匹配库进行图像特征匹配,能实时捕获排爆机器人周围的图像信息、进行摄像机标定、图像预处理... 设计和开发了一个排爆机器人的双目立体视觉系统。该系统使用Matlab7.0和机器视觉软件EVision6.2的EasyMultiCam进行图像捕获并和EasyMath模式匹配库进行图像特征匹配,能实时捕获排爆机器人周围的图像信息、进行摄像机标定、图像预处理、立体图像匹配、求取可疑目标物的特征点的立体坐标,并把图中实时显示在控制台上,控制排爆机器人准确地抓取可疑目标物。该机器人视觉系统成功的抓取实验,表明了它在精度上能够满足排爆机器人的项目要求。 展开更多
关键词 双目视觉 特征匹配 排爆机器人 Evision MATLAB
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VISION-BASED RECOGNITION AND GUIDING OF INITIAL WELDING POSITION FOR ARC-WELDING ROBOT 被引量:5
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作者 Chen Xizhang Zhu Zhenyou Chen Wenjie Chen Shanben 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2005年第3期382-384,共3页
A method is put forward to realize the recognition and guiding of initial welding position. The weld seams are marked with black lines, which simplify the computational complexity of image processing greatly. A two-ti... A method is put forward to realize the recognition and guiding of initial welding position. The weld seams are marked with black lines, which simplify the computational complexity of image processing greatly. A two-time template matching method has been advanced to search for the target point, which is simple and has higher calculation speed. According to the depth computing principle with the special point matching using binocular stereovision, the initial welding position can be confirmed by calculating the middle point of the perpendicular line of two radials in the space. Taking the welding of propellant fuel container for example, good results are obtained with the algorithms. Finally, similar method for terminating welding position is also advanced. 展开更多
关键词 Arc-welding robot binocular vision Guide Recognition Propellant fuel container
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Hawk‐eye‐inspired perception algorithm of stereo vision for obtaining orchard 3D point cloud navigation map 被引量:1
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作者 Zichao Zhang Jian Chen +2 位作者 Xinyu Xu Cunjia Liu Yu Han 《CAAI Transactions on Intelligence Technology》 SCIE EI 2023年第3期987-1001,共15页
The binocular stereo vision is the lowest cost sensor for obtaining 3D information.Considering the weakness of long‐distance measurement and stability,the improvement of accuracy and stability of stereo vision is urg... The binocular stereo vision is the lowest cost sensor for obtaining 3D information.Considering the weakness of long‐distance measurement and stability,the improvement of accuracy and stability of stereo vision is urgently required for application of precision agriculture.To address the challenges of stereo vision long‐distance measurement and stable perception without hardware upgrade,inspired by hawk eyes,higher resolution perception and the adaptive HDR(High Dynamic Range)were introduced in this paper.Simulating the function from physiological structure of‘deep fovea’and‘shallow fovea’of hawk eye,the higher resolution reconstruction method in this paper was aimed at ac-curacy improving.Inspired by adjustment of pupils,the adaptive HDR method was proposed for high dynamic range optimisation and stable perception.In various light conditions,compared with default stereo vision,the accuracy of proposed algorithm was improved by 28.0%evaluated by error ratio,and the stability was improved by 26.56%by disparity accuracy.For fixed distance measurement,the maximum improvement was 78.6%by standard deviation.Based on the hawk‐eye‐inspired perception algorithm,the point cloud of orchard was improved both in quality and quantity.The hawk‐eye‐inspired perception algorithm contributed great advance in binocular 3D point cloud recon-struction in orchard navigation map. 展开更多
关键词 adaptive high dynamic range binocular stereo vision hawk‐eye‐inspired perception point cloud of orchard super‐resolution generative adversarial network
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Service Robot Localization Based on Global Vision and Stereo Vision
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作者 于清晓 闫维新 +1 位作者 付庄 赵言正 《Journal of Donghua University(English Edition)》 EI CAS 2012年第3期197-202,共6页
To satisfy different positioning accuracy demand in the movement of the service robot, a hierarchical localization method based on vision was proposed considering the positioning cost and computational efficiency. The... To satisfy different positioning accuracy demand in the movement of the service robot, a hierarchical localization method based on vision was proposed considering the positioning cost and computational efficiency. The hierarchical positioning method could be divided into two parts: the localization method based on global vision and the localization method based on binocular vision. The global vision-based localization method was applied to calculate the initial coordinates of the robot and realize real-time rough positioning with the dead-reckoning method in the first stage. In the last stage, the binocular vision-based localization method was adopted to obtain higher positioning accuracy to make sure that the service robot can successfully grab the object. Experiments indicate that the proposed algorithm can accurately evaluate the positioning performance, obtain up to ±2 cm positioning accuracy, and absolutely meet the positioning requirements of the indoor service robot. 展开更多
关键词 service robot hierarchical positioning binocular vision LOCALIZATION
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AB074.Link between interocular correlation sensitivity and stereoscopic vision
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作者 Alexandre Reynaud Robert F.Hess 《Annals of Eye Science》 2018年第1期480-480,共1页
Background:Stereoscopic Vision uses the disparity between the two images received by the two eyes in order to create a tridimensional representation.With this study,we aimed at providing an estimate of binocular visio... Background:Stereoscopic Vision uses the disparity between the two images received by the two eyes in order to create a tridimensional representation.With this study,we aimed at providing an estimate of binocular vision at a level prior to disparity processing.In particular,we wanted to assess the spatial properties of the visual system for detecting interocular correlations(IOC).Methods:We developed dichoptic stimuli,made of textures which IOC is sinusoidally modulated at various correlation spatial frequencies.Then,we compared the sensitivity to these stimuli to the sensitivity to analogous stimuli with disparity modulation.Results:We observed that IOC sensitivity presents a low-pass/band-pass profile and increases as a function of presentation duration and contrast,in a similar way as disparity sensitivity.Conclusions:IOC sensitivity is weakly-though significantly-correlated with disparity sensitivity in the general population,which suggests that it could provide a marker for binocular vision,prior to disparity processing. 展开更多
关键词 binocular vision interocular correlation(IOC) stereoscopy PSYCHOPHYSICS
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AB012. The effects of monocular deprivation do not accumulate across days in adults with normal vision
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作者 Seung Hyun Min Alex S.Baldwin Robert F.Hess 《Annals of Eye Science》 2019年第1期187-187,共1页
Background:We investigate whether changes in visual plasticity induced by monocular deprivation can be maintained across multiple days.It has been known that monocular deprivation strengthens the deprived eye in adult... Background:We investigate whether changes in visual plasticity induced by monocular deprivation can be maintained across multiple days.It has been known that monocular deprivation strengthens the deprived eye in adults with normal vision for a short period of time(30-60 minutes).This has been shown through a variety of visual tasks such as binocular combination and rivalry.Methods:Ten subjects were recruited and patched for five consecutive days for two hours.We used a binocular phase combination task to measure the subjects’sensory eye balances.We initially measured their baseline of sensory eye balance,patched their dominant eye,and then conducted post-patching measurements at 0,3,6,12,24 and 48 minutes after patching.Results:We performed a 2-way ANOVA(Before vs.after patching×Day);we found that although the effect of monocular deprivation on the deprived eye was significant,F(1,9)=17.32,P=0.002,the effect of Day was not.Conclusions:Hence we found no accumulation of the patching effect across five days in healthy adults.This suggests that the degree of remnant neural plasticity in adult primary visual cortex may be too limited to be exploited therapeutically. 展开更多
关键词 Monocular deprivation neural plasticity binocular vision
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Verification of monocular and binocular pose estimation algorithms in vision-based UAVs autonomous aerial refueling system 被引量:8
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作者 LI Han DUAN HaiBin 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2016年第11期1730-1738,共9页
With the high focus on autonomous aerial refueling(AAR), it becomes increasingly urgent to design efficient methods or algorithms for solving the AAR problems in complicated aerial environments. A vision-based technol... With the high focus on autonomous aerial refueling(AAR), it becomes increasingly urgent to design efficient methods or algorithms for solving the AAR problems in complicated aerial environments. A vision-based technology for AAR is developed in this paper, and five monocular and binocular visual algorithms for pose estimation of the unmanned aerial vehicles(UAVs) are adopted and verified in this AAR system. The real-time on-board vision system is also designed for precise navigation in the UAVs docking phase. A series of out-door comparative experiments for different pose estimation algorithms are conducted to verify the feasibility and accuracy of the vision algorithms in AAR. 展开更多
关键词 unmanned aerial vehicles(UAVs) autonomous aerial refueling(AAR) pose estimation monocular vision binocular vision
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Binocular Vision Object Positioning Method for Robots Based on Coarse-fine Stereo Matching 被引量:5
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作者 Wei-Ping Ma Wen-Xin Li Peng-Xia Cao 《International Journal of Automation and computing》 EI CSCD 2020年第4期562-571,共10页
In order to improve the low positioning accuracy and execution efficiency of the robot binocular vision,a binocular vision positioning method based on coarse-fine stereo matching is proposed to achieve object position... In order to improve the low positioning accuracy and execution efficiency of the robot binocular vision,a binocular vision positioning method based on coarse-fine stereo matching is proposed to achieve object positioning.The random fern is used in the coarse matching to identify objects in the left and right images,and the pixel coordinates of the object center points in the two images are calculated to complete the center matching.In the fine matching,the right center point is viewed as an estimated value to set the search range of the right image,in which the region matching is implemented to find the best matched point of the left center point.Then,the similar triangle principle of the binocular vision model is used to calculate the 3D coordinates of the center point,achieving fast and accurate object positioning.Finally,the proposed method is applied to the object scene images and the robotic arm grasping platform.The experimental results show that the average absolute positioning error and average relative positioning error of the proposed method are 8.22 mm and 1.96%respectively when the object's depth distance is within 600 mm,the time consumption is less than 1.029s.The method can meet the needs of the robot grasping system,and has better accuracy and robustness. 展开更多
关键词 Object positioning stereo matching random fern normalized cross correlation binocular vision model
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A Fast Moving Target Detection Tracking and Trajectory Prediction System for Binocular Vision 被引量:2
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作者 GUO Chi YOU Shengyong +2 位作者 LUO Yarong HU Jianlang DONG Wei 《Wuhan University Journal of Natural Sciences》 CAS CSCD 2021年第1期69-80,共12页
Aiming at achieving complex moving targets perception,this paper designs a novel fusion-information detection and tracking system for moving targets.The system includes three modules:target detection,target tracking a... Aiming at achieving complex moving targets perception,this paper designs a novel fusion-information detection and tracking system for moving targets.The system includes three modules:target detection,target tracking and trajectory prediction.The target detection module can detect fast moving objects which can be used as a template.The target tracking module tracks the object and records its historical position.Finally,the trajectory prediction module can predict the trajectory of the moving object based on the historical position.After verification by the table tennis detection tracking and prediction binocular vision system,the system has high accuracy and speed in detection and tracking,and can basically meet the actual application needs. 展开更多
关键词 DETECTION TRACKING PREDICTION binocular vision
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Tractor path tracking control based on binocular vision 被引量:2
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作者 Shuo Zhang Yunyi Wang +3 位作者 Zhongxiang Zhu Zhen Li Yuefeng Du Enrong Mao 《Information Processing in Agriculture》 EI 2018年第4期422-432,共11页
In the process of field operation management,determining how to accurately realize crop row identification and path tracking control is an essential part of tractor automatic navigation.According to the linear operati... In the process of field operation management,determining how to accurately realize crop row identification and path tracking control is an essential part of tractor automatic navigation.According to the linear operation in the process of cotton field management,the tractor path tracking control system was designed based on binocular vision and the pure pursuit model.A new crop row detection method based on the Census transform and the PID control algorithm with dead zone were used.First,the upper computer software was developed by C++with the functions of parameter setting and image acquisition and processing.Second,an automatic steering controller was developed based on microprocessor MC9S12XS128 of Freescale.The control program was developed based on modular design using CodeWarrior during development of the PID-based automatic steering control strategy.Finally,a field experiment platform of tractor path tracking control was built,and field experiments under the actual cotton were conducted.The optimal visibility distance was determined by several previous experiments.When the tractor tracks the path with the optimal visibility distance in the growth environment of actual cotton crops,the mean absolute deviation of course angle was 0.95°,and the standard deviation was 1.26°;the mean absolute deviation of lateral position was 4.00 cm,and the standard deviation was 4.97 cm;the mean absolute deviation of front wheel angle was 2.99°,and the standard deviation was 3.67°.The experimental results show that(1)the crop row detection method based on Census transform can identify the crop line and plan the navigation path well,and(2)the tractor path tracking control system based on binocular vision has good stability and high control precision;thus,the control systemcan realize the automatic path tracking control of cotton line operation and meets the agricultural requirements of cotton field operation management. 展开更多
关键词 binocular vision Census transform Pure pursuit model Path tracking TRACTOR
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