scholarly journals Rotation Estimation and Segmentation for Patterned Image Vision Inspection

Electronics ◽  
2021 ◽  
Vol 10 (23) ◽  
pp. 3040
Author(s):  
Cheonin Oh ◽  
Hyungwoo Kim ◽  
Hyeonjoong Cho

Pattern images can be segmented in a template unit for efficient fabric vision inspection; however, segmentation criteria critically affect the segmentation and defect detection performance. To get the undistorted criteria for rotated images, rotation estimation of absolute angle needs to be proceeded. Given that conventional rotation estimations do not satisfy both rotation errors and computation times, patterned fabric defects are detected using manual visual methods. To solve these problems, this study proposes the application of segmentation reference point candidate (SRPC), generated based on a Euclidean distance map (EDM). SRPC is used to not only extract criteria points but also estimate rotation angle. The rotation angle is predicted using the orientation vector of SRPC instead of all pixels to reduce estimation times. SRPC-based image segmentation increases the robustness against the rotation angle and defects. The separation distance value for SRPC area distinction is calculated automatically. The performance of the proposed method is similar to state-of-the-art rotation estimation methods, with a suitable inspection time in actual operations for patterned fabric. The similarity between the segmented images is better than conventional methods. The proposed method extends the target of vision inspection on plane fabric to checked or striped pattern.

2020 ◽  
Author(s):  
xiaolong Shui ◽  
Jianzhong kong ◽  
Yupeng Chu ◽  
Chengwei Zhou ◽  
Shuaibo Sun ◽  
...  

Abstract Background The anterior and posterior compression (APC) pelvis fracture is a classic pelvic injury, and APC type II is considered to be a typical one caused by the destruction of pelvic ligaments, while the mechanism of ligaments injury and treatment of which is still controversial. This study aims to explore ligaments injury in anterior posterior compression(APC)type II pelvic injury. Method: Fourteen human cadaveric pelvis samples (5 female, 9 male) with the sacrospinous, sacrotuberous, anterior sacroiliac ligaments and partial bone retaining unilaterally were made for this study. To simulate the APC pattern pelvic injury, the samples were divided into two groups randomly, set one group as hemipelvis restricted group (experimental group) and the other one as unrestricted group (control group). According to the biomechanical data, eye observation, motion capture system and real-time video system to record the separation distance of the pubic symphysis and anterior sacroiliac joint, external rotation angle and force when the anterior sacroiliac ligament ruptured. Continuing the external rotation violence, observing the bone and posterior ligaments change since sacrospinous and sacrotuberous ligaments from being damaged to completely ruptured. Result When anterior sacroiliac ligament failed, the mean separation distance of pubic symphysis and anterior sacroiliac joint between restricted group and unrestricted group was 28.6 ± 8.4 mm to 23.6 ± 8.2 mm(P = 0.11) and 11.4 ± 3.8 mm to 9.7 ± 3.9 mm (P = 0.30) respectively. In addition, the external rotation angle and force was 33.9 ± 5.5° to 48.9 ± 5.2°(P < 0.01) and 553.9 ± 82.6 N to 756.6 ± 41.4 N (P < 0.01) respectively. The two distances were not significantly different (P > 0.05), however, the external rotation angle and violence was significantly different (P < 0.05), which was bigger in the unrestricted group. In the unrestricted group, when anterior sacroiliac ligament ruptured, no distinct sacrospinous or sacrotuberous ligaments injury was observed, but in the restricted group, all of samples had two ligaments injury and even two samples had ligaments failed. Moreover, with the extreme external rotation violence continuing, there was still no sacrospinous or sacrotuberous ligaments injury in the unrestricted group. But interosseous sacroiliac ligament, posterior sacroiliac ligaments injury and slight sagittal rotation and sacroiliac joint displacement appeared. In the control group, the sacrospinous ligament ruptured firstly and then the sacrotuberous ligament ruptured. When both of the two ligaments failed, the interosseous sacroiliac ligament was damaged while posterior ligament was not. In the restricted group, when all of the anterior sacroiliac ligament, sacrospinous ligament or sacrotuberous ligament failed, mean separation distance of pubic symphysis and anterior sacroiliac joint increased significantly (from 28.6 ± 8.4 to 42.0 ± 7.6 mm, 11.4 ± 3.8 to 16.7 ± 4.2 mm respectively, all P < 0.05). Conclusion We have three main findings: First, pelvic external rotation injury can divide into two situations: hemipelvis is restricted and unrestricted, which result into two different outcomes. When anterior sacroiliac ligament rupture, the unrestricted group needs more external rotation angle and force, without obvious sacrotuberous or sacrospinous ligaments injury. But in the restricted group, both of two ligaments injury appear. Second, when anterior sacroiliac ligament fail, pubic symphysis displacement ranges from 14 to 40 mm, which has a high fluctuation. Third, when the anterior sacroiliac ligament is damaged, we dose not observe the inevitable destruction of the pelvic floor ligaments (sacrospinous ligament and sacrotubercular ligament).


2011 ◽  
Vol 268-270 ◽  
pp. 1488-1493 ◽  
Author(s):  
Cai Ling Wang ◽  
Chun Xia Zhao ◽  
Jing Yu Yang

A high accuracy rotation angle estimation algorithm based on Local Upsampling Fourier Transform (LUFT) is developed in this paper. The LUFT uses a hierarchical strategy to estimate the rotation, which consists of a transformation of rotation to translation, a fast coarse rotation estimation and a robust refinement stage as well. The coarse rotation is estimated through the conventional Phase Only Correlation (POC), then, it is refined by the resampling technique within a local neighborhood in frequency domain. Furthermore, as will be shown in many experiments, the LUFT can achieve high accuracy rotation estimation, where the accuracy is tunable to some extent. Specially, it is efficient and robust to noise.


2020 ◽  
Author(s):  
jianzhong kong ◽  
Yupeng Chu ◽  
Chengwei Zhou ◽  
shuaibo Sun ◽  
guodong Bao ◽  
...  

Abstract Background Anterior posterior compression(APC)type II pelvis fracture is considered to be a typical one caused by the destruction of pelvic ligaments, while the mechanism of ligaments injury is still controversial. This study aims to explore ligaments injury in APC type II pelvic injury. Method: Fourteen human cadaveric pelvis samples with sacrospinous ligament (SPL), sacrotuberous ligament (SBL), anterior sacroiliac ligament (ASL) and partial bone retaining unilaterally were made for this study. They were divided into hemipelvis restricted group and unrestricted group randomly. Record the separation distance of pubic symphysis and anterior sacroiliac joint, external rotation angle and force when the ASL ruptured. Continuing external rotation violence, observing bone and pelvic ligaments change. Result When ASL failed, there were no significant differences in mean separation distance of pubic symphysis (28.6 ± 8.4 mm to 23.6 ± 8.2 mm,P = 0.11) and anterior sacroiliac joint (11.4 ± 3.8 mm to 9.7 ± 3.9 mm ,P = 0.30) between restricted group and unrestricted group, but external rotation angle(33.9 ± 5.5° to 48.9 ± 5.2°,P < 0.01) and force(553.9 ± 82.6 N to 756.6 ± 41.4 N,P < 0.01) were not. In restricted group, both of SAL and SPL injury occurred, which was different in unrestricted group. Besides, separation distance of pubic symphysis between two groups ranged from 14 mm to 40 mm. With external rotation violence continuing, SPL ruptured firstly, then SBL ruptured and the interosseous sacroiliac ligament was damaged while posterior ligament was not; in another group, interosseous sacroiliac ligament, posterior sacroiliac ligaments were damaged while SAC and SPL were not. When all of ASL, SBL, SPL failed, mean separation distance of pubic symphysis and anterior sacroiliac joint between two groups increased significantly (from 28.6 ± 8.4 to 42.0 ± 7.6 mm, 11.4 ± 3.8 to 16.7 ± 4.2 mm respectively, all P < 0.05). Conclusion First, pelvic external rotation injury can divide into hemipelvis is restricted and unrestricted, which result into different outcomes; When ASL ruptures, the unrestricted group needs more external rotation angle and force, without SBL or SPL injury. But in restricted group, both of two ligaments are injured. Second, when ASL fails, pubic symphysis displacement has a high fluctuation. Third, ASL rupture does not mean SBL and SPL are injured inevitably.


2011 ◽  
Vol 2-3 ◽  
pp. 469-474
Author(s):  
Ji Gang Wu ◽  
Xue Jun Li ◽  
Bin Qin

Key technologies of dimensional inspection system of thin sheet part based on machine vision are investigated, and an entire machine vision inspection system is developed. A cad information-based line scanning step adaptive optimization method used for image grabbing of inspected part is proposed. A rectangle lens subpixel edge detection method based on cubic spline interpolation used for edge detection is advanced. A planar contour primitive recognition method based on curvature and HOUGH transform used for image recognition is raised. The inspection accuracy of the inspection system can reach to 1μm, and the inspection time can satisfy the requirements of on-line real-time inspection, so the inspection system is feasible.


1995 ◽  
Vol 73 (6) ◽  
pp. 1134-1146 ◽  
Author(s):  
A. S. Frankel ◽  
C. W. Clark ◽  
L. M. Herman ◽  
C. M. Gabriele

Acoustic and visual methods were used to track and observe humpback whales off the island of Hawai'i. Sixty-two singing whales were located acoustically in water depths from 10 to 305 fathoms (mean 126 fathoms; 1 fathom = 1.828 m). This indicates that singers are not confined within the 100-fathom contour, although nearshore waters had a higher density of singers. The separation distance between singers (mean 5.1 km) was found to be significantly greater than that between nonsinging singletons (mean 2.1 km), supporting the hypothesis that song functions to maintain spacing between singers. The mean speed of singers determined from visual data was 1.79 km/h and from acoustic data 1.6 km/h. Some singers actively swam while singing. Other singers continued singing while affiliating with or being joined by other whales. The correlation between breaching and the cessation of singing suggests that the sounds of aerial behavior can convey information to other whales. These observations suggest the need to expand the traditional interpretations of the behavior of singing humpback whales obtained from visual observations alone.


2015 ◽  
Vol 78 (1) ◽  
Author(s):  
Zuliani Zulkoffli ◽  
Elmi Abu Bakar

This study presented a research on machine vision inspection to define defects on flexible printed circuit (FPC). The images were subjected to image processing system where an elimination-subtraction method used. In this algorithm, 7 types of FPC defects defined and simulated in the system using Specimen 1 and processing time taken for both side inspection was 3.3s. Then, the commercial patent design of FPC was tested as specimen 2 to define short circuit defects on it. The processing time taken by this algorithm on specimen 2 was 0.28s. Comparison on manual inspection and machine vision implementation were carried out and greatly resulted on shorten inspection time to 59.7%. This result shows significant contribution in increasing the efficiency of FPC inspection process. 


Author(s):  
H. Hashimoto ◽  
Y. Sugimoto ◽  
Y. Takai ◽  
H. Endoh

As was demonstrated by the present authors that atomic structure of simple crystal can be photographed by the conventional 100 kV electron microscope adjusted at “aberration free focus (AFF)” condition. In order to operate the microscope at AFF condition effectively, highly stabilized electron beams with small energy spread and small beam divergence are necessary. In the present observation, a 120 kV electron microscope with LaB6 electron gun was used. The most of the images were taken with the direct electron optical magnification of 1.3 million times and then magnified photographically.1. Twist boundary of ZnSFig. 1 is the image of wurtzite single crystal with twist boundary grown on the surface of zinc crystal by the reaction of sulphur vapour of 1540 Torr at 500°C. Crystal surface is parallel to (00.1) plane and electron beam is incident along the axis normal to the crystal surface. In the twist boundary there is a dislocation net work between two perfect crystals with a certain rotation angle.


2020 ◽  
Vol 36 (2) ◽  
pp. 296-302 ◽  
Author(s):  
Luke J. Hearne ◽  
Damian P. Birney ◽  
Luca Cocchi ◽  
Jason B. Mattingley

Abstract. The Latin Square Task (LST) is a relational reasoning paradigm developed by Birney, Halford, and Andrews (2006) . Previous work has shown that the LST elicits typical reasoning complexity effects, such that increases in complexity are associated with decrements in task accuracy and increases in response times. Here we modified the LST for use in functional brain imaging experiments, in which presentation durations must be strictly controlled, and assessed its validity and reliability. Modifications included presenting the components within each trial serially, such that the reasoning and response periods were separated. In addition, the inspection time for each LST problem was constrained to five seconds. We replicated previous findings of higher error rates and slower response times with increasing relational complexity and observed relatively large effect sizes (η2p > 0.70, r > .50). Moreover, measures of internal consistency and test-retest reliability confirmed the stability of the LST within and across separate testing sessions. Interestingly, we found that limiting the inspection time for individual problems in the LST had little effect on accuracy relative to the unconstrained times used in previous work, a finding that is important for future brain imaging experiments aimed at investigating the neural correlates of relational reasoning.


Methodology ◽  
2015 ◽  
Vol 11 (3) ◽  
pp. 89-99 ◽  
Author(s):  
Leslie Rutkowski ◽  
Yan Zhou

Abstract. Given a consistent interest in comparing achievement across sub-populations in international assessments such as TIMSS, PIRLS, and PISA, it is critical that sub-population achievement is estimated reliably and with sufficient precision. As such, we systematically examine the limitations to current estimation methods used by these programs. Using a simulation study along with empirical results from the 2007 cycle of TIMSS, we show that a combination of missing and misclassified data in the conditioning model induces biases in sub-population achievement estimates, the magnitude and degree to which can be readily explained by data quality. Importantly, estimated biases in sub-population achievement are limited to the conditioning variable with poor-quality data while other sub-population achievement estimates are unaffected. Findings are generally in line with theory on missing and error-prone covariates. The current research adds to a small body of literature that has noted some of the limitations to sub-population estimation.


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