• Title/Summary/Keyword: Deep Features

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User Identification Method using Palm Creases and Veins based on Deep Learning (손금과 손바닥 정맥을 함께 이용한 심층 신경망 기반 사용자 인식)

  • Kim, Seulbeen;Kim, Wonjun
    • Journal of Broadcast Engineering
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    • v.23 no.3
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    • pp.395-402
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    • 2018
  • Human palms contain discriminative features for proving the identity of each person. In this paper, we present a novel method for user verification based on palmprints and palm veins. Specifically, the region of interest (ROI) is first determined to be forced to include the maximum amount of information with respect to underlying structures of a given palm image. The extracted ROI is subsequently enhanced by directional patterns and statistical characteristics of intensities. For multispectral palm images, each of convolutional neural networks (CNNs) is independently trained. In a spirit of ensemble, we finally combine network outputs to compute the probability of a given ROI image for determining the identity. Based on various experiments, we confirm that the proposed ensemble method is effective for user verification with palmprints and palm veins.

High-Voltage AlGaN/GaN High-Electron-Mobility Transistors Using Thermal Oxidation for NiOx Passivation

  • Kim, Minki;Seok, Ogyun;Han, Min-Koo;Ha, Min-Woo
    • Journal of Electrical Engineering and Technology
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    • v.8 no.5
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    • pp.1157-1162
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    • 2013
  • We proposed AlGaN/GaN high-electron-mobility transistors (HEMTs) using thermal oxidation for NiOx passivation. Auger electron spectroscopy, secondary ion mass spectroscopy, and pulsed I-V were used to study oxidation features. The oxidation process diffused Ni and O into the AlGaN barrier and formed NiOx on the surface. The breakdown voltage of the proposed device was 1520 V while that of the conventional device was 300 V. The gate leakage current of the proposed device was 3.5 ${\mu}A/mm$ and that of the conventional device was 1116.7 ${\mu}A/mm$. The conventional device exhibited similar current in the gate-and-drain-pulsed I-V and its drain-pulsed counterpart. The gate-and-drain-pulsed current of the proposed device was about 56 % of the drain-pulsed current. This indicated that the oxidation process may form deep states having a low emission current, which then suppresses the leakage current. Our results suggest that the proposed process is suitable for achieving high breakdown voltages in the GaN-based devices.

Cytological Features of Low Grade Fibromyxoid Sarcoma -Report of a Case with a Review of the Literature- (저등급 섬유점액육종의 세포소견 -1예 보고-)

  • Kwon, Mi-Seon
    • The Korean Journal of Cytopathology
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    • v.17 no.2
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    • pp.153-158
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    • 2006
  • Low-grade fibromyxoid sarcoma (LGFMS) is a rare soft tissue tumor. There have been only a few prior fine-needle aspiration (FNA) cytological reports. Recognition of this tumor is important because of its potential for metastasis despite its indolent nature and its deceptively bland cytologic appearance. A 60-year-old male presented with a slowly growing mass in the left calf detected 10 years ago. The patient underwent surgical excision. FNA cytology was performed directly on the mass. The smears showed low cellularity composed of hypercellular tissue fragments, hypocellular loose aggregates, and stripped nuclei. The cytoplasm was seen as either collagenous material or very thin fibrillary collagen strands. Tumor cells had spindle, ovoid, or irregular nuclei, fine chromatin, and small nucleoli. Focally slight degree of nuclear pleomorphism is noted. There were no mitotic figures. Blood vessels were frequently seen. Immunocytochemically, tumor cells were negative for S-100 protein, desmin, smooth muscle actin, and CD34. The diagnosis of LGFMS is rarely possible by cytology alone; however, LGFMS should be included in the differential diagnosis of spindle-cell tumors consisting of hypercellular and hypocellular components with some capillary-sized vessels arising in the deep soft tissue of the lower extremities, particularly the thigh. The immunocytochemical findings are of help in the differential diagnosis.

Experimental investigation of predicting rockburst using Bayesian model

  • Wang, Chunlai;Chuai, Xiaosheng;Shi, Feng;Gao, Ansen;Bao, Tiancai
    • Geomechanics and Engineering
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    • v.15 no.6
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    • pp.1153-1160
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    • 2018
  • Rockbursts, catastrophic events involving the violent release of elastic energy stored in rock features, remain a worldwide challenge for geoengineering. Especially at deep-mining sites, rockbursts can occur in hard, high-stress, brittle rock zones, and the associated risk depends on such factors as mining activity and the stress on surrounding rocks. Rockbursts are often sudden and destructive, but there is still no unified standard for predicting them. Based on previous studies, a new Bayesian multi-index model was introduced to predict and evaluate rockbursts. In this method, the rock strength index, energy release index, and surrounding rock stress are the basic factors. Values from 18 rock samples were obtained, and the potential rockburst risks were evaluated. The rockburst tendencies of the samples were modelled using three existing methods. The results were compared with those obtained by the new Bayesian model, which was observed to predict rockbursts more effectively than the current methods.

Process Design and Experimental Verification of Airbag Inflator Cap Forming (에어백 인플레이터 캡 성형 공정 개발 및 검증)

  • Lee, D.K.;Lee, M.S.;Park, J.W.;Kang, B.S.
    • Transactions of Materials Processing
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    • v.27 no.4
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    • pp.201-210
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    • 2018
  • An airbag is an essential automotive component used in all kinds of vehicles such as an internal combustion engine and an electric motor vehicle and is used to minimize the damage of an occupant in the event of an accident. Airbag-related parts are being monopolized by a small number of foreign companies around the world. In this situation, it is necessary to develop and research the airbag-related part molding technology for expansion of the domestic airbag-related market and corporate export. As a part of this research, we have developed a mold for airbag inflator cap. The development consists of three steps which are the design of components, analysis of the design and verification of it. In the case of the design, the transfer type mold was designed for the multi-cylindrical shaped feature. Analysis was then conducted on the design. By examining the results of analysis, changing features and numbers of punches and dies were added in the analysis and repeatedly analyzed. After the addition, proper dimensions from the analysis were achieved, and prototypes were practically produced and verified. In the case of prototype verification, Pressurizing Burst Test was conducted on the existing products and the prototype. By comparing the results of the test, the possibility of replacing the existing product of the airbag inflator cap is presented in this paper.

Ram Pressure Stripping of an elliptical galaxy in Abell 2670

  • Sheen, Yun-Kyeong;Smith, Rory;Jaffe, Yara;Kim, Minjin;Yi, Sukyoung
    • The Bulletin of The Korean Astronomical Society
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    • v.41 no.2
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    • pp.34.3-35
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    • 2016
  • Ram pressure stripping of early-type galaxies has been largely neglected until now because of their gas poor nature. MUSE IFU observation vividly reveal the presence of star-forming blobs and ionised gas tails, around an early-type galaxy in Abell 2670. The galaxy was identified as a post-merger galaxy with disturbed faint features, in MOSAIC 2 deep optical images. The imaging also revealed a series of star-forming blobs, situated in the direction facing away from the cluster centre. Thanks to the revolutionary wide field-of-view of the MUSE, combined with 8.2-m VLT (UT-4) at Cerro Paranal, we could simultaneously obtain IFU spectra of the blobs, as well as the galaxy. The MUSE spectra clearly confirms that the star-forming blobs are associated with the early-type galaxy. Moreover, MUSE reveals long ionised-gas tails, emanating from the galaxy. The quantity of gas indicates a gas rich progenitor has merged with the early-type galaxy. However the direction of the tails and blobs, and the blob morphology, appears to indicate that strong ram-pressure stripping may have stripped out gas brought in by the merger. We will present kinematic structure of the whole system (the galaxy, star-forming blobs, and gas tails), as well as the star formation history of the system, supporting a scenario where a recent galaxy merger is subjected to cluster environmental mechanisms.

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Correlation between galaxy mergers and AGN activity

  • Hong, Ju-Eun;Im, Myung-Shin
    • The Bulletin of The Korean Astronomical Society
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    • v.37 no.1
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    • pp.47.2-47.2
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    • 2012
  • Using deep images taken at Maidanak 1.5m telescope, at McDonald 2.1m telescope and Canada-France-Hawaii Telescope, Dupont 2.5m telescope we investigated the fraction of merging galaxies in hosts of 39 AGN which are brighter than M = -22 mag and nearer than z = 0.3. We found that 16 to 17 of 39 AGN host galaxies show the evidence of mergers like tidal tail, shell via careful visual inspection. We also studied with the merging fraction of a control sample, SDSS Stripe82 early type galaxies of which surface brightness limit and bulge magnitude are similar to that of the AGN sample. We found that merging fraction of the AGN sample is higher than that of early type galaxy samples in the whole range of bulge magnitude. This result implies that AGN activity may be correlated with merging. We also investigated the detailed morphology of merging feature. At least - 1/4 of control samples classified as a tidal and tidal+dust are shell structures. On the other hand only one (5.9%) of AGN sample classified as merger shows shell structures, and almost all merging AGNs show tidal tail features. From point of view that tidal tail may be at the early stage of merging, and shell may be at the late stage of mergers, this result suggests that AGN might be evolved into early-type galaxies after merging.

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Cytologic Findings of Fine Needle Aspiration Biopsy of Ancient Schwannoma (퇴행성 신경초종의 세침흡인 생검에 대한 세포학적 소견)

  • Joo, Hee-Jae;Lee, Kwang-Gil
    • The Korean Journal of Cytopathology
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    • v.1 no.2
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    • pp.158-163
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    • 1990
  • Ancient (degenerated) schwannomas are benign tumors that display pronounced degenerative changes including cyst formation, calcification, hemorrhage, and hyalinization. The tumors are usually infiltrated by large numbers of inflammatory cells such as neutrophils, lymphocytes, siderophages, and histiocytes. They are located in deep locations such as the retroperitoneum and must be differentiated from malignant soft tissue tumors because spindle cells with nuclear atypia may be present. In the fine needle aspiration biopsy. The cytologic findings of two cases of ancient schwannoma occurring in posterior mediastinum and retroperitoneum, respectively, are described. Computerized tomographic findings of both cases showed changes of cystic degeneration or necrosis. A case occurred in retroperitoneum revealed features of destruction of vertebral body to suggest a malignant soft tussue tumor radiologically. The cytologic findings of aspiration biopsy of both tumors revealed that the tumor cells were spindle in shape with elongated nuclei. Some of tumor cells were arranged in a palisading fashion. Cell structures that resemble the Verocay bodies were observed. Some of the tumor cells showed pleomorphic bizarre nuclei, but no mitotic activity or chromatin clumping was seen. Inflammatory cells, siderophages and histiocytes were scattered in fibrillar material. These cytologic findings are important in the diagnosis of ancient schwannoma and in the differentiation of this tumor from the malignant spindle cell tumor.

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Sleepwalking and Sleep Terrors (몽유병과 야경증)

  • Park, Young-Woo
    • Sleep Medicine and Psychophysiology
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    • v.2 no.1
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    • pp.13-22
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    • 1995
  • To provide the physician with adequate information to diagnose and treat sleepwalking and sleep terrors, the author reviewed clinical features, epidemiology, causative and precipitating factors, polysomnography, diagnosis, differential diagnosis, and treatment for these disorders. Sleepwalking and sleep terrors have been defined as disorders of arousal that occur early in the night and have their onset during stage 3 or 4 sleep. In both disorders, patients are difficult to arouse, and complete amnesia or minimal recall of the episode is frequent. Genetic, developmental, and psychological factors have been identified as causes of both sleepwalking and sleep terrors. Sleepwalking and sleep terrors typically begin in childhood or early adolescence and are usually outgrown by the end of adolescence. When sleepwalking or sleep terrors have a post-pubertal onset or continue to adulthood, psychopathology is a more significant causative factors. The behavior that occur from deep slow-wave sleep can be painful or dangerous to the individual and/or disturbing to those close to that individual. The assessment of patients suspected of having these conditions requires a thorough medical and sleep history. The most important consideration in managing patients with sleepwalking or sleep terrors episodes is protection from injury.

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A Study on the Nurses Need for the Planning in Children's Hospital (어린이전문병원 계획을 위한 간호사의 요구에 관한 연구)

  • Kim, Hye-shin;Park, Soo-Been
    • Korean Institute of Interior Design Journal
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    • v.25 no.4
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    • pp.105-112
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    • 2016
  • Nurses in a children's hospital have to meet a special condition with their younger patients who need continuous supervision and cares. The planning of the ward where the nurse as well as the patient and his/her caregivers stay all day long should cover all the users need. This study focused on the nurse's need for the ward in children's hospital. The nurse stay longer than any users in hospital and their treatment have to be based on deep understanding of their patients. The survey research followed the literature review on the children's hospital and the nurses' task and behavior. 119 nurses answered the structural questionnaire and their answers were analyzed using the statistical process such as basic descriptive statistics, ANOVA, and actor analysis. Results and conclusions are as follows. (1) The subjects least satisfied with the accessibility for the children and the nature-and child-friendly design features among physical environment design factors of the hospital. (2) The Subject regarded the patients' room to a private place of the patients and their caregivers not to the work places. (3) The design factors of the nursing station were classified into four: the functionality-, the privacy-, the supervision-and the restfulness-factor. The functionality and supervision factor were highly required as a workplace, the privacy factor between the patients, their caregivers and subject were also represented high score, but the restfulness factor were least required.