• Journal of Periodontal and Implant Science
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• v.54 no.1
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• pp.3-12
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• 2024

Deep learning (DL) offers promising performance in computer vision tasks and is highly suitable for dental image recognition and analysis. We evaluated the accuracy of DL algorithms in identifying and classifying dental implant systems (DISs) using dental imaging. In this systematic review and meta-analysis, we explored the MEDLINE/PubMed, Scopus, Embase, and Google Scholar databases and identified studies published between January 2011 and March 2022. Studies conducted on DL approaches for DIS identification or classification were included, and the accuracy of the DL models was evaluated using panoramic and periapical radiographic images. The quality of the selected studies was assessed using QUADAS-2. This review was registered with PROSPERO (CRDCRD42022309624). From 1,293 identified records, 9 studies were included in this systematic review and meta-analysis. The DL-based implant classification accuracy was no less than 70.75% (95% confidence interval [CI], 65.6%-75.9%) and no higher than 98.19 (95% CI, 97.8%-98.5%). The weighted accuracy was calculated, and the pooled sample size was 46,645, with an overall accuracy of 92.16% (95% CI, 90.8%-93.5%). The risk of bias and applicability concerns were judged as high for most studies, mainly regarding data selection and reference standards. DL models showed high accuracy in identifying and classifying DISs using panoramic and periapical radiographic images. Therefore, DL models are promising prospects for use as decision aids and decision-making tools; however, there are limitations with respect to their application in actual clinical practice.

• Proceedings of the Korea Information Processing Society Conference
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• 2005.05a
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• pp.185-188
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• 2005

영상 기반 렌더링에서 평면에 투영된 사영 영상만을 가지고 3 차원 영상을 재구성 하는 여러 가지 모델링 기법들이 연구되어 왔다. 4D Plenoptic Function 을 사용하는 Light Field Rendering 이나 Lumigraph 방법은 여러 개의 영상으로 새로운 시점의 영상을 생성하는 기법이다. 이러한 방법은 사용자가 가상 세계에서의 항해를 가능하게 하고 2 차원의 정보만으로 3 차원 환경을 구성 할 수 있다. Concentric Mosaic, Plenoptic Stitching, Sea of Image 등은 Light Field 를 이용하여 사용자가 여러 가지 환경에서 항해할 수 있게 하는 기법이다. 특히 Takahashi 는 도시의 거리와 같은 대규모 환경에서의 항해에 관한 연구를 발표하였다. 단일 경로를 따라 파노라마 영상을 획득한 다음 Light Field 방법을 사용해서 새로운 시점의 영상을 생성한다. 하지만 대규모 환경에서 사용자가 이동할 수 있는 경로의 범위는 매우 넓고 경로를 따라 조밀하게 파노라마 영상을 획득해야 하기 때문에 데이터의 양이 많아지고 영상획득의 어려움이 있다. 이러한 단점으로 인하여 참조 영상의 네트워크 전송 시에 네트워크의 부하가 증가될 수 있다. 본 논문에서는 Takahashi 의 방법을 기본으로 파노라마 영상 모핑 방법을 이용하여 임의 시점 (Arbitrary View)의 영상을 렌더링 하는 방법을 제안한다. 파노라마 영상의 획득 간격을 비교적 크게 하면서 파노라마 영상 모핑 기법을 이용하여 중간 영상을 생성한 후 Takahashi 의 방법을 사용하여 임의 영상을 생성하는 방법이다. 적은 수의 파노라마 영상으로 비교적 좋은 임의 시점의 영상을 재구성 할 수 있었다.

• Journal of The Korean Astronomical Society
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• v.37 no.4
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• pp.211-216
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• 2004

We present the results of an H I aperture synthesis mosaic of the Large Magellanic Cloud (LMC), made by combining data from 1344 separate pointing centers using the Australia Telescope Compact' Array (ATCA) and the Parkes multibeam receiver. The resolution of the mosaiced images is 50" (<15 pc, using a distance to the LMC of 55kpc). This mosaic, with a spatial resolution .15 times higher than that which had been previously obtained, emphasises the turbulent and fractal structure of the ISM on the small scale, resulting from the dynamical feedback of the star formation processes with the ISM. We also have done a widefield panoramic survey of H$\alpha$ emission from the Magellanic Clouds with an imager mounted on the 16-inch telescope at Siding Spring Observatory. This survey produced H$\alpha$ images which are equal to the ATCA survey in area coverage and resolution. This survey allows us to produce a continuum-subtracted image of the entire LMC. In contrast with its appearance in the H$\alpha$ image, the LMC is remarkably symmetric in H I on the largest scales, with the bulk of the H I residing in a disk of diameter 8. $^{\circ}4$ (7.3 kpc) and a spiral structure is clearly seen. The structure of the neutral atomic ISM in the LMC is dominated by H I filaments combined with numerous shells and holes.

• The Transactions of The Korean Institute of Electrical Engineers
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• v.64 no.12
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• pp.1730-1736
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• 2015

This paper presents a 16-channel transimpedance amplifier (TIA) array implemented in a standard $0.18-{\mu}m$ CMOS technology for the applications of panoramic scan LADAR (PSL) systems. Since this array is the front-end circuits of the PSL systems to recover three dimensional image for unmanned vehicles, low-noise and high-gain characteristics are necessary. Thus, we propose a voltage-mode inverter TIA (I-TIA) array in this paper, of which measured results demonstrate that each channel of the array achieves $82-dB{\Omega}$ transimpedance gain, 565-MHz bandwidth for 0.5-pF photodiode capacitance, 6.7-pA/sqrt(Hz) noise current spectral density, and 33.8-mW power dissipation from a single 1.8-V supply. The measured eye-diagrams of the array confirm wide and clear eye-openings up to 1.3-Gb/s operations. Also, the optical pulse measurements estimate that the proposed 16-channel TIA array chip can detect signals within 20 meters away from the laser source. The whole chip occupies the area of $5.0{\times}1.1mm^2$ including I/O pads. For comparison, a current-mode 16-channel TIA array is also realized in the same $0.18-{\mu}m$ CMOS technology, which exploits regulated-cascode (RGC) input configuration. Measurements reveal that the I-TIA array achieves superior performance in optical pulse measurements.

• Proceedings of the KSRS Conference
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• 2003.11a
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• pp.390-392
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• 2003

Video mosaicing techniques have been widely used in virtual reality environments. Especially in GIS field, video mosaics are becoming more and more common in representing urban environments. Such applications mainly use spherical or panoramic mosaics that are based on images taken from a rotating camera around its nodal point. The viewpoint, however, is limited to location within a small area. On the other hand, 2D-mosaics, which are based on images taken from a translating camera, can acquire data in wide area. The 2D-mosaics still have some problems : it can‘t be applied to images taken from a rotational camera in large angle. To compensate those problems , we proposed a novel method for creating video mosaics in 3D space. The proposed algorithm consists of 4 steps: feature -based optical flow detection, camera orientation, 2D-image projection, and image registration in 3D space. All of the processes are fully automatic and successfully implemented and tested with real images.

• The Bulletin of The Korean Astronomical Society
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• v.44 no.1
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• pp.44.4-44.4
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• 2019

The supernova remnant Cassiopeia A (Cas A) provides a unique opportunity to observe the fine details of the explosion of core-collapse supernova (SN). Previous optical and near-infrared (NIR) observations of Cas A have shown that the spatial distribution of the metal-enriched SN ejecta is very complicated, indicating that the SN explosion should have been asymmetric and turbulent, especially near the core. Recently, we obtained a long-exposure (~10 hr) image of Cas A by using the UKIRT 3.6-m telescope with a narrow-band filter centered at [Fe II] 1.644 um emission. This 'deep [Fe II] image' provides an unprecedented panoramic view of Cas A, revealing the distribution of dense SN ejecta over the entire remnant. We have carried out NIR multi-object spectroscopic observations of the dense ejecta knots in the northeastern (NE) and eastern (E) outer regions of the remnant using the MMIRS attached on the MMT 6.5-m telescope. A total of 67 ejecta knots are detected. By analyzing their spectra, we have found that the knots in the NE area show strong [S II]/[S III] and [Fe II] lines but little or no [P II] line, while those in the E outer region show strong [Fe II] lines but weak [S II]/[S III] lines. In this talk, we present the preliminary results of our NIR spectroscopic observations and discuss the implications.

• Maxillofacial Plastic and Reconstructive Surgery
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• v.41
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• pp.4.1-4.10
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• 2019

Background: The mandibular third molar (M3) is typically the last permanent tooth to erupt because of insufficient space and thick soft tissues covering its surface. Problems such as alveolar bone loss, development of a periodontal pocket, exposure of cementum, gingival recession, and dental caries can be found in the adjacent second molars (M2) following M3 extraction. The specific aims of the study were to assess the amount and rate of bone regeneration on the distal surface of M2 and to evaluate the aspects of bone regeneration in terms of varying degree of impaction. Methods: Four series of panoramic radiographic images were obtained from the selected cases, including images from the first visit, immediately after extraction, 6 weeks, and 6 months after extraction. ImageJ software^® (NIH, USA) was used to measure linear distance from the region of interest to the distal root of the adjacent M2. Radiographic infrabony defect (RID) values were calculated from the measured radiographic bone height and cementoenamel junction with distortion compensation. Repeated measures of analysis of variance and one-way analysis of variance were conducted to analyze the statistical significant difference between RID and time, and a Spearman correlation test was conducted to assess the relationship between Pederson's difficulty index (DI) and RID. Results: A large RID (> 6 mm) can be reduced gradually and consistently over time. More than half of the samples recovered nearly to their normal healthy condition (RID ≤ 3 mm) by the 6-month follow-up. DI affected the first 6 weeks of post-extraction period and only showed a significant positive correlation with respect to the difference between baseline and final RID. Conclusions: Additional treatments on M2 for a minimum of 6 months after an M3 extraction could be recommended. Although DI may affect bone regeneration during the early healing period, further study is required to elucidate any possible factors associated with the healing process. The DI does not cause any long-term adverse effects on bone regeneration after surgical extraction.

• Imaging Science in Dentistry
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• v.43 no.2
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• pp.99-104
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• 2013

Purpose: This study was performed to investigate the clinical usefulness of teleradiology in general dental practice. Materials and Methods: Two hundred and seventy five cases were submitted for inquiry to the case presentation board of the website of The Korean Academy of Oral and Maxillofacial Radiology for a 5 year periods. The diagnosis results of those cases were analyzed according to the disease classification, the correlation with the patient's chief complaint, the necessity of additional examinations or treatments, the image modalities, and the number of dentists inquiring. Results: Differential diagnoses of normal anatomic structures were the most frequently submitted cases, covering 15.6% of all cases. Among 275 cases, 164 cases required no additional treatments or examinations. Panoramic radiographs were the most frequently submitted images, accounting for 248 inquiries. The 275 cases were submitted by 96 dentists. Fifty-two dentists wrote one inquiry, and 44 inquired 2 or more times. The average inquiry number of the latter group was 5.0 cases. Conclusion: A teleradiology system in general dental practice could be helpful in the differential diagnosis of common lesions and reduce unnecessary costs.

• Proceedings of the Korean Society of Broadcast Engineers Conference
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• 1999.11b
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• pp.41-46
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• 1999

디지털 영상 기기의 발전과 함께 여러 가지 실용적인 영상 처리 기법들이 연구 개발되고 있다. 화질의 선명도와 해상도가 향상되면서 더 많은 영상 정보를 한 화면에 담고자 하는 시도로서 파노라마 영상 합성이 주목을 받고 있다. 이는 영상 처리 분야에서 매우 중요한 문제로 다루어지고 있는 움직임 정보의 추출과 영상복원 및 화질 향상 등 여러 가지 기반 기술이 요구되는 복합적인 영상 처리 기법이다. 본 논문은 특히 파노라마 영상 합성의 대상으로 적합한 축구 경기 장면을 파노라마 영상으로 재구성하는 효과기의 구현을 목표로 하였다. 별도의 장비를 활용하거나 촬영 기술상의 제한 또는 요구 없이 주어진 영상 시퀀스로부터 영상을 분석하고 합성한다는 전제하에 이루어졌으며, 카메라 움직임의 모델링, 역변환식에 의한 합성 영상의 재구성, 후처리 문제 등 시스템 전반을 다루었다.

• Proceedings of the Korean Society of Broadcast Engineers Conference
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• 2017.06a
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• pp.194-196
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• 2017

최근 들어 VR 관련 기술이 발전하고 대중화가 됨에 따라 VR 하드웨어 기술 이외에도 VR 영상에 대한 개발과 연구에 대한 관심이 증가하고 있다. 이러한 VR 영상을 제작하기 위해서는 360 도의 전방위 촬영, 영상의 스티칭 및 프로젝션 그리고 사용자의 시야점획득을 통한 렌더링등과 같은 기술이 필요하다. 그러나 영상들의 스티칭, 프로젝션 등의 여러 단계의 과정을 거치면서 원 영상에 비하여 많은 왜곡이 발생하게 된다. 따라서 본 논문에서는 이러한 제작과정 중 발생하는 기하학적 왜곡에 대해 분석한다.