• Title/Summary/Keyword: Blind Area

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A Computer Vision-Based Banknote Recognition System for the Blind with an Accuracy of 98% on Smartphone Videos

  • Sanchez, Gustavo Adrian Ruiz
    • Journal of the Korea Society of Computer and Information
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    • v.24 no.6
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    • pp.67-72
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    • 2019
  • This paper proposes a computer vision-based banknote recognition system intended to assist the blind. This system is robust and fast in recognizing banknotes on videos recorded with a smartphone on real-life scenarios. To reduce the computation time and enable a robust recognition in cluttered environments, this study segments the banknote candidate area from the background utilizing a technique called Pixel-Based Adaptive Segmenter (PBAS). The Speeded-Up Robust Features (SURF) interest point detector is used, and SURF feature vectors are computed only when sufficient interest points are found. The proposed algorithm achieves a recognition accuracy of 98%, a 100% true recognition rate and a 0% false recognition rate. Although Korean banknotes are used as a working example, the proposed system can be applied to recognize other countries' banknotes.

Geological Structures of the Taebaek-Hajang Area, Samcheog Coalfield, Korea (삼척탄전(三陟炭田) 태백(太白)-하장지역(下長地域)의 지질구조(地質構造))

  • Kim, Jeong Hwan;Kim, Young Seok
    • Economic and Environmental Geology
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    • v.24 no.1
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    • pp.27-41
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    • 1991
  • Taebaeg-Hajang area, in the northern part of Taebaeg city, comprises of Paleozoic sedimentary sequences and Cretaceous intrusive and volcanoclastic rocks. The rocks in the area are affected by folding and thrusting during the Bulgugsa Orogeny. In Taebaeg area, geologic structures related with thrust movement are dominant. These structures are small scale of klippe and window, back thrust, and asymmetric folds related with blind thrust. Tear fault or compartment fault due to differential movement of thrust sheets have "en echelon" arrays. Small scale transpression effects occurred along these faults and produced the flower structure. According to strain measurement using by ooids from limestone and quartz grains from quartzite, strain ratios are very low and strain ellipsoids are apparent oblate type.

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The Simplified Air Barrier System in the Perimeter Area of Building (간이형 에어베리어 시스템 적용사례 분석)

  • Cho, Jin-Kyun;Shin, Seon-Joon;Cha, Ji-Hyoung;Sung, Jae-Ho;Hong, Min-Ho
    • Proceedings of the SAREK Conference
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    • 2008.06a
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    • pp.906-911
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    • 2008
  • Because the perimeter of buildings is strongly influenced by solar and the outdoor air temperature, the area has different environmental properties compared to the interior of a building, as in summer heat gain, and in winter heat loss. In particular, if the external wall is glass, the characteristics of the glass material make it pervious to outside conditions, thereby making big changes to the thermal environment. By combining shading device and the efficient exhaust system, an energy saving can be achieved compared to no air barrier systems. The simplified air barrier system is developed with the idea that energy could be conserved by carefully and effectively blowing out the air caught between the glass surface and the roller blind. The way it is configured is therefore by making the roller blind's air-path, and by placing the air output ducts in the most optimum positions. This simplified air barrier system will give improvement in the thermal environment of the parameter area that is strongly affected by solar and the outdoor condition.

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Possible Relevance of Blind-side Skin Hypermelanosis in Cultured Olive Flounders, Paralichthys olivaceus to Chronic Stress (양식산 넙치, Paralichthys olivaceus의 무안측 착색증 발현에 있어 만성적 스트레스 관련성)

  • Kang, Duk-Young;Kim, Hyo-Chan;Park, Kwang-Jae;Baek, Jae-Min
    • Journal of Marine Life Science
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    • v.1 no.1
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    • pp.56-62
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    • 2016
  • In the present study, to clarify a possible relevance of blind-side hypermelanosis to chronic stress in cultured flounders, P. olivaceus, a serial experiment was tried with comparison of biochemical stress factors between wild type and hypermelanic type in cultured olive flounders. The mean size of experimental animal was total length 21.5±0.42 cm and body weight 87.5±6.1 g. The initial malpigmented area rate on the blind side skin was 0.63±0.12% and 16.7±4.7%, respectively, in the wild type and the hypermelanic type. The stress factors surveyed in the experiment were glucose (GLU), total protein (TP), cortisol, free type-thyroid hormones (FT3 and FT4) in plasma, and also moisture, crude protein, crude lipid, and crude ash in body muscle. As a result, GLU and TP were higher in hypermelanic type than in wild type. Plasma cortisol was also higher in hypermelanic type than in wild type. In FT3 and FT4, any difference between two groups was not observed. In body nutrient factors, the moisture and the crude ash in body composition were not different between two groups, but the crude protein was low and the crude lipid was high in the hypermelanic type. Therefore, it is concluded that the blind-side hypermelanosis of cultured flounders could be related with a chronic stress.

The Effect of Auricular Acupuncture on the Pulse Rate (이침 요법이 맥박의 변화에 미치는 영향)

  • Jang, Jun-hyouk;Kim, Ji-young
    • Journal of Acupuncture Research
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    • v.20 no.1
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    • pp.97-103
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    • 2003
  • Objective : Auricular acupuncture is a method of treatment that involves needling the ear in order to produce relief of symptoms. This concept was first developed by P.Nogier, french doctor and referred to as somatotopic representation. Many authors have commented the fact that the vagus nerve supplies the external auditory and the concha. The aim of this randomised, single blind study was to investigate whether auricular acupuncture of the ear produced changes in the pulse rate, an indicator of vagal tone. Methods: 10 healthy man volunteers were divided into normal and epinephrine stimulation group. Then each group was divided into vagus area acupuncture and control area acupuncture group again. Epinephrine stimulation group was injected by epinephrine 0.3cc twice, first. All of them were needled in either the vagus area or control area of the ear, and pulse rate changes were measured by patient monitor over 1 hour. Results : In the epinephrine stimulation group, there was significant differences in the pulse rate change between vagus area acupuncture and control area acupuncture group. After injection of epinephrine, the basal pulse rate was increased 1.3~1.4 times in the control group. However, in the vagus area acupuncture group the basal pulse rate was increased only 1.1~1.2 times.

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A New Robust Watermark Embedding into Wavelet DC Components

  • Joo, Sang-Hyun;Suh, Young-Ho;Shin, Jae-Ho;Kikuchi, Hisakazu
    • ETRI Journal
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    • v.24 no.5
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    • pp.401-404
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    • 2002
  • In this paper, we propose a non-blind watermarking method that embeds a pseudo-random sequence (watermarks) into wavelet DC components. The DC area is not suitable for embedding because of severe visual degradation. We overcome the degradation problem by embedding watermarks into visually insensitive locations. We compare our experimental results with respect to JPEG compression with Cox’s popular correlation-based method. We also compare the robustness of our technique with other methods registered in CheckMark. This study reveals that the proposed method simultaneously provides good fidelity in quality as well as robustness against external attacks.

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Image Recognition Using Colored-hear Transformation Based On Human Synesthesia (인간의 공감각에 기반을 둔 색청변환을 이용한 영상 인식)

  • Shin, Seong-Yoon;Moon, Hyung-Yoon;Pyo, Seong-Bae
    • Journal of the Korea Society of Computer and Information
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    • v.13 no.2
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    • pp.135-141
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    • 2008
  • In this paper, we propose colored-hear recognition that distinguishing feature of synesthesia for human sensing by shared vision and specific sense of hearing. We perceived what potential influence of human's structured object recognition by visual analysis through the camera, So we've studied how to make blind persons can feel similar vision of real object. First of all, object boundaries are detected in the image data representing a specific scene. Then, four specific features such as object location in the image focus, feeling of average color, distance information of each object, and object area are extracted from picture. Finally, mapping these features to the audition factors. The audition factors are used to recognize vision for blind persons. Proposed colored-hear transformation for recognition can get fast and detail perception, and can be transmit information for sense at the same time. Thus, we were get a food result when applied this concepts to blind person's case of image recognition.

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Ambient modal identification of structures equipped with tuned mass dampers using parallel factor blind source separation

  • Sadhu, A.;Hazraa, B.;Narasimhan, S.
    • Smart Structures and Systems
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    • v.13 no.2
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    • pp.257-280
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    • 2014
  • In this paper, a novel PARAllel FACtor (PARAFAC) decomposition based Blind Source Separation (BSS) algorithm is proposed for modal identification of structures equipped with tuned mass dampers. Tuned mass dampers (TMDs) are extremely effective vibration absorbers in tall flexible structures, but prone to get de-tuned due to accidental changes in structural properties, alteration in operating conditions, and incorrect design forecasts. Presence of closely spaced modes in structures coupled with TMDs renders output-only modal identification difficult. Over the last decade, second-order BSS algorithms have shown significant promise in the area of ambient modal identification. These methods employ joint diagonalization of covariance matrices of measurements to estimate the mixing matrix (mode shape coefficients) and sources (modal responses). Recently, PARAFAC BSS model has evolved as a powerful multi-linear algebra tool for decomposing an $n^{th}$ order tensor into a number of rank-1 tensors. This method is utilized in the context of modal identification in the present study. Covariance matrices of measurements at several lags are used to form a $3^{rd}$ order tensor and then PARAFAC decomposition is employed to obtain the desired number of components, comprising of modal responses and the mixing matrix. The strong uniqueness properties of PARAFAC models enable direct source separation with fine spectral resolution even in cases where the number of sensor observations is less compared to the number of target modes, i.e., the underdetermined case. This capability is exploited to separate closely spaced modes of the TMDs using partial measurements, and subsequently to estimate modal parameters. The proposed method is validated using extensive numerical studies comprising of multi-degree-of-freedom simulation models equipped with TMDs, as well as with an experimental set-up.

Artificial Vision : Electrical Stimulation of the Visual Cortex (뇌세포의 전기자극에 의한 맹인의 시감각 회복에 관한 연구)

  • Cha, Ki-Chul
    • Proceedings of the KOSOMBE Conference
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    • v.1991 no.05
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    • pp.28-30
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    • 1991
  • A visual prosthesis for the blind based upon electrical stimulation of the visual cortex requires the development of an array of electrodes. To establish design specifications for such an electrode array, we have conducted psychophysical experiments with normally sighted subjects wearing a portable 'phosphene' simulator. The simulator consists of a small video camera, a monitor masked by an opaque perforated film, and optical lenses. The visual angle subtended by the masked monitor is $1.7^{\circ}$ or less. We measured visual acuity and reading rate as a function of the number of pixels and their spacing. Our results indicate that a phosphene image produced by 600 electrodes implanted in a $1\;cm^2$, area near the foveal projection on the visual cortex should provide a limited but useful visual sense for the profoundly blind.

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A Fast and Precise Blind I/Q Mismatch Compensation for Image Rejection in Direct-Conversion Receiver

  • Kim, Suna;Yoon, Dae-Young;Park, Hyung Chul;Yoon, Giwan;Lee, Sang-Gug
    • ETRI Journal
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    • v.36 no.1
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    • pp.12-21
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    • 2014
  • In this paper, we propose a new digital blind in-phase/quadrature-phase (I/Q) mismatch compensation technique for image rejection in a direct-conversion receiver (DCR). The proposed image-rejection circuit adopts DC offset cancellation and a sign-sign least mean squares (LMS) algorithm with a unique step size adaptation both for a fast and precise I/Q mismatch estimation. In addition, several performance-optimizing design considerations related to accuracy, speed, and hardware simplicity are discussed. The implementation of the proposed circuit in an FPGA results in an image-rejection ratio (IRR) of 65 dB, which is the best performance with modulated signals, along with an adaptation time of 0.9 seconds, which is a tenfold increase in the compensation speed as compared to previously reported circuits. The proposed technique will be a promising solution in the area of image rejection to increase both the speed and accuracy of future DCRs.