• Title/Summary/Keyword: Monocular

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Estimation of Angular Acceleration By a Monocular Vision Sensor

  • Lim, Joonhoo;Kim, Hee Sung;Lee, Je Young;Choi, Kwang Ho;Kang, Sung Jin;Chun, Sebum;Lee, Hyung Keun
    • Journal of Positioning, Navigation, and Timing
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    • v.3 no.1
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    • pp.1-10
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    • 2014
  • Recently, monitoring of two-body ground vehicles carrying extremely hazardous materials has been considered as one of the most important national issues. This issue induces large cost in terms of national economy and social benefit. To monitor and counteract accidents promptly, an efficient methodology is required. For accident monitoring, GPS can be utilized in most cases. However, it is widely known that GPS cannot provide sufficient continuity in urban cannons and tunnels. To complement the weakness of GPS, this paper proposes an accident monitoring method based on a monocular vision sensor. The proposed method estimates angular acceleration from a sequence of image frames captured by a monocular vision sensor. The possibility of using angular acceleration is investigated to determine the occurrence of accidents such as jackknifing and rollover. By an experiment based on actual measurements, the feasibility of the proposed method is evaluated.

Novel Backprojection Method for Monocular Head Pose Estimation

  • Ju, Kun;Shin, Bok-Suk;Klette, Reinhard
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.13 no.1
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    • pp.50-58
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    • 2013
  • Estimating a driver's head pose is an important task in driver-assistance systems because it can provide information about where a driver is looking, thereby giving useful cues about the status of the driver (i.e., paying proper attention, fatigued, etc.). This study proposes a system for estimating the head pose using monocular images, which includes a novel use of backprojection. The system can use a single image to estimate a driver's head pose at a particular time stamp, or an image sequence to support the analysis of a driver's status. Using our proposed system, we compared two previous pose estimation approaches. We introduced an approach for providing ground-truth reference data using a mannequin model. Our experimental results demonstrate that the proposed system provides relatively accurate estimations of the yaw, tilt, and roll angle. The results also show that one of the pose estimation approaches (perspective-n-point, PnP) provided a consistently better estimate compared to the other (pose from orthography and scaling with iterations, POSIT) using our proposed system.

Constructing 3D Outlines of Objects based on Feature Points using Monocular Camera (단일카메라를 사용한 특징점 기반 물체 3차원 윤곽선 구성)

  • Park, Sang-Heon;Lee, Jeong-Oog;Baik, Doo-Kwon
    • The KIPS Transactions:PartB
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    • v.17B no.6
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    • pp.429-436
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    • 2010
  • This paper presents a method to extract 3D outlines of objects in an image obtained from a monocular vision. After detecting the general outlines of the object by MOPS(Multi-Scale Oriented Patches) -algorithm and we obtain their spatial coordinates. Simultaneously, it obtains the space-coordinates with feature points to be immanent within the outlines of objects through SIFT(Scale Invariant Feature Transform)-algorithm. It grasps a form of objects to join the space-coordinates of outlines and SIFT feature points. The method which is proposed in this paper, it forms general outlines of objects, so that it enables a rapid calculation, and also it has the advantage capable of collecting a detailed data because it supplies the internal-data of outlines through SIFT feature points.

Map Alignment Method in Monocular SLAM based on Point-Line Feature (특징점과 특징선을 활용한 단안 카메라 SLAM에서의 지도 병합 방법)

  • Back, Mu Hyun;Lee, Jin Kyu;Moon, Ji Won;Hwang, Sung Soo
    • Journal of Korea Multimedia Society
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    • v.23 no.2
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    • pp.127-134
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    • 2020
  • In this paper, we propose a map alignment method for maps generated by point-line monocular SLAM. In the proposed method, the information of feature lines as well as feature points extracted from multiple maps are fused into a single map. To this end, the proposed method first searches for similar areas between maps via Bag-of-Words-based image matching. Thereafter, it calculates the similarity transformation between the maps in the corresponding areas to align the maps. Finally, we merge the overlapped information of multiple maps into a single map by removing duplicate information from similar areas. Experimental results show that maps created by different users are combined into a single map, and the accuracy of the fused map is similar with the one generated by a single user. We expect that the proposed method can be utilized for fast imagery map generation.

The Examination of Refractive Correction and Heterophoria and Monocular Pupillary Distance on Myopic Elementary School Children Wearing Glasses in Gwangju City (광주지역 근시안경 착용 초등학생의 굴절상태와 사위 및 단안PD에 대한 조사)

  • Hwang, Kwang-Ha;Seong, Jeong-Sub
    • Journal of Korean Ophthalmic Optics Society
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    • v.14 no.4
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    • pp.71-75
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    • 2009
  • Purpose: This study was designed to investigate the condition of refractive correction and heterophoria and monocular pupillary distance on myopic elementary school children wearing glasses in Gwangju city. Methods: Subjective refraction and objective refraction were examined after investigating heterophoria and monocular pupillary distance on 145 (290eye) elementary school children wearing myopia-corrected glasses. Results: 1. Anisometropia > 2.00 D was present in 4 children (3%). 2. 9 anisometropia (47%) were present in 19 undercorrected visual acuity boy wearers. and 16 anisometropia (64%) were present in 25 undercorrected visual acuity girl wearers. 3. Among the 67 myopic glasses boy wearers, the distance between optical centers was coincided with the pupillary distance in 30% (Oculus Uterque), and discrepant in 70% (Oculus Uterque). Among the 78 myopic glasses girl wearers, the distance between optical centers was coincided with the pupillary distance in 23% (Oculus Uterque), and discrepant in 77% (Oculus Uterque). The mean optical center distance was longer than the pupillary distance on both boy and girl wearers 4. The result of measured heterophoria revealed 14% for orthophoria, 63% for exophoria, 23% for esophoria at far distance and 10% for orthophoria, 76% for exophoria, 14% for esophoria at near distance. Conclusions: Correct refractive test and monocular pupillary distance must be examined because incorrect refractive test and pupillary distance induce asthenopia and heterophoria.

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Ground Plane Detection Method using monocular color camera

  • Paik, Il-Hyun;Oh, Jae-Hong;Kang, Hoon
    • 제어로봇시스템학회:학술대회논문집
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    • 2004.08a
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    • pp.588-591
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    • 2004
  • In this paper, we propose a ground plane detection algorithm, using a new image processing method (IPD). To extract the ground plane from the color image acquired by monocular camera, we use a new identical pixel detection method (IPD) and an edge detection method. This IPD method decides whether the pixel is identical with the ground plane pixel or not. The IPD method needs the reference area and its performance depends on the reference area size. So we propose the reference area auto-expanding algorithm in accordance with situation. And we evaluated the proposed algorithm by the experiments in the various environments. From the experiments results, we know that the proposed algorithm is efficient in the real indoor environment.

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Effects of Tele-Robotic Task Characteristics on the Choice of Visual Display Dimensionality (텔레로봇 작업의 특성이 시각표시장치의 유형 결정에 미치는 영향 연구)

  • Park, Seong-Ha;Gu, Jun-Mo
    • Journal of the Ergonomics Society of Korea
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    • v.23 no.2
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    • pp.25-36
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    • 2004
  • The effects of task characteristics on the relative efficiency of visual display dimension were studied using a simulated tele-robotic task. Through a conventional method of task analysis. the tele-robotic task was divided into two categories: the task element requiring focused attention (FA task) and the task element requiring global attention (CA task). Time-ta-completion data were collected for a total of 120 trials involving 10 participants. For the CA task. there was no significant difference between the multiple two-dimensional (20) display and the three-dimensional (3D) monocular display. For the FA task. however. the multiple 20 display was superior to the 3D monocular display. The results suggest that the characteristics of a given task have a considerable effect on the choice of display dimensionality and the multiple 3D display is better for human operators to effectively judge depth if the task requires frequent use of focused attention.

PSD Sensor Module Based Monocular Motion Capture System (PSD센서모듈 기반 단안 모션캡쳐 시스템)

  • Kim, Yu-Geon;Ryu, Young-Kee;Oh, Choon-Suk
    • Proceedings of the KIEE Conference
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    • 2006.10c
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    • pp.582-584
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    • 2006
  • This paper describes a monocular PSD-based motion capture sensor to employ with commercial video game systems such as Microsoft's XBOX and Sony's Playstation II. The system compact, low-cost, and only requires a one-time calibration at the factory. The system includes a PSD(Position Sensitive Detector) and active infrared (IR) LED markers that are placed on the object to be tracked. The PSD sensor is placed in the focal plane of a wide-angle lens. The micro-controller calculates the 3D position of the markers using only the measured intensity and 2D position on the PSD. A series of experiments were performed to evaluate the performance of our prototype system. From the experimental results we see that the proposed system's compact size, low-cost, ease of installation, and high frame rates are suitable for high speed motion tracking in games.

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Real time GPS position data correction using the vanishing point and a monocular vision system for autonomous land navigation (무한원점과 단일 비젼 시스템을 이용한 자율주행을 위한 실시간 GPS 위치 데이터 보정)

  • 정준익;노도환
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.41 no.6
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    • pp.187-193
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    • 2004
  • In this paper, we proposed the GPS position data correction method for autonomous land navigation using vanishing point property and a monocular vision system. Simulations are carried out over driving distances of approximately 60 km on the basis of realistic road data. On a straight road, the proposed method reduces GPS position error by at least 63% within 0.5 m. However, the average accuracy of the method is not presented, because it is difficult to estimate it on other than a straight road in variable conditions.

Development of a 3D Motion Capture System with Monocular PSD Camera and Two Active Markers (단안 PSD카메라와 두 능동마커를 이용한 3차원 모션인식 시스템 개발)

  • Seo, Pyeong-Won;Ryu, Young-Kee;O, Chun-Seok
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.1025-1026
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    • 2008
  • This paper describes a monocular PSD-based motion capture sensor to employ with commercial video game systems such as Microsoft's XBOX and Sony's Playstation II. The system includes a PSD(Position Sensitive Detector) and active infrared (IR) LED markers that are placed on the object to be tracked. The micro-controller calculates the 3D position of the markers using only the measured intensity and the 2D position on the PSD. A series of experiments were performed to evaluate the performance of our prototype system. From the experimental results we see that the proposed system has the advantages of the compact size, the low cost, the easy installation, and the high frame rates to be suitable for high speed motion tracking in games.

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