• Title/Summary/Keyword: Deep Features

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A Review of Graphene Plasmons and its Combination with Metasurface

  • Liu, Chuanbao;Bai, Yang;Zhou, Ji;Zhao, Qian;Qiao, Lijie
    • Journal of the Korean Ceramic Society
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    • v.54 no.5
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    • pp.349-365
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    • 2017
  • Graphene has attracted a lot of attentions due to the unique electrical and optical properties. Compared with the noble metal plasmons in the visible and near-infrared frequencies, graphene can support surface plasmons in the lower frequencies of terahertz and mid-infrared and it demonstrates an extremely large confinement at the surface because of the particular electronic band structures. Especially, the surface conductivity of graphene can be tuned by either chemical doping or electrostatic gating. These features make graphene a promising candidate for plasmonics, biosensing and transformation optics. Furthermore, the combination of graphene and metasurfaces presents a powerful tunability for exotic electromagnetic properties, where the metasurfaces with the highly-localized fields offer a platform to enhance the interaction between the incident light and graphene and facilitate a deep modulation. In this paper, we provide an overview of the key properties of graphene, such as the surface conductivity, the propagating surface plasmon polaritons, and the localized surface plasmons, and the hybrid graphene/metasurfaces, either metallic and dielectric metasurfaces, from terahertz to near-infrared frequencies. Finally, there is a discussion for the current challenges and future goals.

Recent galaxy mergers and star formation history of red sequence galaxies in rich Abell clusters at z ≤ 0.1

  • Sheen, Yun-Kyeong;Yi, Sukyoung K.;Ree, Chang H.;Jeffe, Yara;Demarco, Ricardo;Treister, Ezequiel
    • The Bulletin of The Korean Astronomical Society
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    • v.41 no.1
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    • pp.33.3-34
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    • 2016
  • We explored the GALEX UV properties of optical red sequence galaxies in 4 rich Abell clusters at z ~ 0.1. In particular, we tried to find a hint of merger-induced recent star formation (RSF) in red sequence galaxies. Based on the NUV - r' colors of the galaxies, about 36% of the post-merger galaxies were classified as RSF galaxies with a conservative criterion (NUV - $r^{\prime}{\leq}5$), and that number was doubled (~ 72%) when using a generous criterion (NUV - $r^{\prime}{\leq}5.4$). Post-merger galaxies with strong UV emission showed more violent, asymmetric features on the deep optical images. Also it turned out that all massive RSF galaxies (Mr' < -22 and NUV - $r^{\prime}{\leq}5$) exhibited post-merger signatures. Our results suggested that only 30% of RSF red sequence galaxies show morphological hints of recent galaxy mergers. This implies that internal processes (e.g., stellar mass-loss or hot gas cooling) for the supply of cold gas to early-type galaxies may play a significant role in the residual star formation of early-type galaxies at a recent epoch.

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DEEP-South: Taxonomic Classification of Asteroids Based on Johnson-Cousins Photometric System

  • Roh, Dong-Goo;Moon, Hong-Kyu;Kim, Myung-Jin;Park, Jintae;Choi, Young-Jun;Yim, Hong-Suh;Lee, Hee-Jae;Oh, Young-Suk
    • The Bulletin of The Korean Astronomical Society
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    • v.41 no.1
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    • pp.56.1-56.1
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    • 2016
  • Surface mineralogy of asteroids are inferred from photometric and spectroscopic observations with the wide range of wavelengths spanning from far-ultraviolet to mid-infrared. We classify mineralogy of those objects based on their spectral absorption features and spectral slopes. Based on overall spectral shapes, mineralogical classes are divided into three broad complexes; silicates (S), carbonaceous (C) and Vestoids (V), and the end-members that do not fit within the S, C and V broad-complexes. Each of them is subdivided into individual classes. Spectral classification of asteroidal objects has been simply represented by a combination of photometric colors. For a decade, photometric data of asteroids have been grouped and classified according to their SDSS colors converted from the spectral taxonomy. However, systematic studies for asteroid taxonomy based on Johnson-Cousins filters is few, and were conducted only with a small number of objects. In this paper, we present our preliminary results for taxonomic classification of Main Belt asteroids based on KMTNet Johnson-Cousins photometric color system.

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Three-stream network with context convolution module for human-object interaction detection

  • Siadari, Thomhert S.;Han, Mikyong;Yoon, Hyunjin
    • ETRI Journal
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    • v.42 no.2
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    • pp.230-238
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    • 2020
  • Human-object interaction (HOI) detection is a popular computer vision task that detects interactions between humans and objects. This task can be useful in many applications that require a deeper understanding of semantic scenes. Current HOI detection networks typically consist of a feature extractor followed by detection layers comprising small filters (eg, 1 × 1 or 3 × 3). Although small filters can capture local spatial features with a few parameters, they fail to capture larger context information relevant for recognizing interactions between humans and distant objects owing to their small receptive regions. Hence, we herein propose a three-stream HOI detection network that employs a context convolution module (CCM) in each stream branch. The CCM can capture larger contexts from input feature maps by adopting combinations of large separable convolution layers and residual-based convolution layers without increasing the number of parameters by using fewer large separable filters. We evaluate our HOI detection method using two benchmark datasets, V-COCO and HICO-DET, and demonstrate its state-of-the-art performance.

The Annulment Procedure of Arbitral Awards in China (중국의 중재판정 취소제도)

  • Choi, Song-Za
    • Journal of Arbitration Studies
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    • v.25 no.2
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    • pp.97-118
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    • 2015
  • As China has quickly emerged as a global economic power, the total number of international commercial disputes arbitrated by Chinese arbitral institutions has increased dramatically. Along with this, the annulment procedure of arbitral awards in China have been newly brought to the fore. In accordance with the historical background and the demand of the times, the Chinese annulment procedure of arbitral awards reveals distinctive Chinese features. Although it was enacted in the face ofof an unwarranted prejudice against the dispute settlement system by arbitration as well as a deep mistrust of domestic arbitral institutions, the annulment procedure of arbitral awards showed a certain degree of justification and rationality in its initial stages of legislation. However, it is also the case that it has not adapted well to new domestic or foreign arbitration circumstances in the last twenty years. At present, there is a keen interest in revisions to and debates on arbitration law of China. It is necessary to take an active part in the amendment discussion and process of arbitration law. Moreover, we need to reform the annulment procedure of arbitral awards in order to meet the global trend of arbitration law.

Classifying Instantaneous Cognitive States from fMRI using Discriminant based Feature Selection and Adaboost

  • Vu, Tien Duong;Yang, Hyung-Jeong;Do, Luu Ngoc;Thieu, Thao Nguyen
    • Smart Media Journal
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    • v.5 no.1
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    • pp.30-37
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    • 2016
  • In recent decades, the study of human brain function has dramatically increased thanks to the advent of Functional Magnetic Resonance Imaging. This is a powerful tool which provides a deep view of the activities of the brain. From fMRI data, the neuroscientists analyze which parts of the brain have responsibility for a particular action and finding the common pattern representing each state involved in these tasks. This is one of the most challenges in neuroscience area because of noisy, sparsity of data as well as the differences of anatomical brain structure of each person. In this paper, we propose the use of appropriate discriminant methods, such as Fisher Discriminant Ratio and hypothesis testing, together with strong boosting ability of Adaboost classifier. We prove that discriminant methods are effective in classifying cognitive states. The experiment results show significant better accuracy than previous works. We also show that it is possible to train a successful classifier without prior anatomical knowledge and use only a small number of features.

Spatial characteristics of the Mise en scéne in Peter Zumthor's Architecture (피터 줌터 건축의 미장센적인 공간특성)

  • Park, Ju-Seok;Kim, Dong-Jin
    • Korean Institute of Interior Design Journal
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    • v.25 no.3
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    • pp.40-50
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    • 2016
  • The purpose of this study is to investigate the mise-en-$sc{\acute{e}}ne$ characteristics to direct an emotional atmosphere. It also analyzed whether these characteristics are reflected in how the work of Peter Zumthor. First, a theoretical consideration base on the distinction between montage and mise-en-$sc{\acute{e}}ne$, the research on space directing techniques in film. In particular, research on the mise-en-$sc{\acute{e}}ne$ around the technique of deep focus, long-take, charade. It also examines the mise-en-$sc{\acute{e}}ne$ tendencies that appear in the painting art, philosophy and psychology to deepen understanding. It should understand the mechanism by going to complete the meaning. Based on this, in terms of mise-en-$sc{\acute{e}}ne$ to analyze the space directing of Peter Zumthor. And the features of mise-en-$sc{\acute{e}}ne$ has its significance in having a look at whether there is any correlation in the 'Atmospheres' directing of Zumthor. As a result, the mise-en-$sc{\acute{e}}ne$ is active, multi-layered, ambiguous, uncertain, becoming and enables an open interpretation in terms of audience.

Von Recklinghausen`s Disease Involving the Chest (흉부질환을 병발한 Von-Recklinghausen`s Diseas)

  • 이선희
    • Journal of Chest Surgery
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    • v.21 no.4
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    • pp.766-771
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    • 1988
  • Von Recklinghausen`s neurofibromatosis, tuberous sclerosis and encephalotrigeminal angiomatosis[Sturge-Kalischer-Weber syndrome] are frequently classified under the heading of organic neurocutaneous syndromes. Both neurofibromatosis and tuberous sclerosis are believed to represent instances of simple autosomal dominant heredity. Multiple neurofibroma and cafe*-au-lait spots are the hallmarks of the van-Recklinghausen`s disease. The characteristic features of the fully developed syndrome are [1] pigmentation of the skin, including cafe*-au-lait spots, pigmented freckles and males, and occasionally a generalized darkening of the skin; [2] subcutaneous nodules and deep neurofibromatous tumors and diffuse plexiform growths of neural tissue; [3] skeletal anomalies, especially scoliosis; and [4] predilection to malignancy. In recent years cystic lung disease, usually of the so-called honeycomb lung variety, has been reported on several occasions in patients with tuberous sclerosis. This association has been shown to our sporadically as well as in members of a single family. Little attention has been paid to the presence of cystic lung disease in association with neurofibromatosis. Currently, most think of thoracic involvement in neurofibromatosis in terms of posterior mediastinal neuroma, pheochromocytoma, meningocele or, less commonly, parenchymal pulmonary neurofibromatosis. Author have experienced a case of von Recklinghausen`s disease. This case developed a huge neurofibroma in the both side thorax and invaded to the Lt. 7th rib.

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Digital Squamous Cell Carcinoma in a Miniature Schnauzer (Miniature Schnauzer에서 발생한 발가락 편평세포암종)

  • Jeong, Yoonsoo;Yun, Taesik;Kim, Gonhyung;Kang, Ji-Houn;Yang, Mhan-Pyo;Kang, Byeong-Teck
    • Journal of Veterinary Clinics
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    • v.36 no.6
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    • pp.358-363
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    • 2019
  • An 11-year-old, female Miniature Schnauzer dog was presented with recurrent skin ulcer of the second metatarsal region in the right hindlimb following metatarsal resection. Physical examination revealed an ulcerated and bleeding lesion of the second metatarsal region in the right hindlimb. Impression smears of the ulcerative lesion confirmed numerous degenerated neutrophils and mixed bacterial infection. Initially, the dog was treated with antibiotics and povidone-iodine flushing for the control of deep pyoderma. Because the skin lesion had been deteriorated over time despite of topical and systemic treatments, skin biopsy was performed. Histopathologic examination indicated squamous cell carcinoma based on the features of multiple nests of squamous neoplastic cells and mitotic figures. Although amputation of the right hindlimb was performed, the dog was expired five months later because of tumor metastasis to the lung and the popliteal lymph node. This is the first case report describes malignant digital squamous cell carcinoma in Korea.

Case Study forthe Conceptualization of Location Knowledge (위치 지식의 개념화를 위한 사례 연구)

  • Kee, Keun-Doh
    • Journal of The Geomorphological Association of Korea
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    • v.24 no.3
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    • pp.133-147
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    • 2017
  • This study investigated the cases of relative location, especially focused on the geomorphological situation, for the conceptualization of the location knowledge. In order to perform this study, first of all, I approached meaning of location. In this study I used the terms 'site' and 'situation'. 'Site' as used here means the location of a given place with its local internal features or resources. 'Situation' refers to the location of place as related to other places. As to location, no place exists in isolation. Therefore, it is necessary to look beyond the internal nature of the area itself to perceive its external relations with other areas. The examples of geomorphological situation were focused on the scale linkage of the examples, the interaction between elements of earth surface processes, and the method of comparative region. The regions of examples were the landscape of Mt. Hymalaya to Bengal deep sea fan, the climatical difference of continental east and west, the landscape of Mt. Geum & Sangju beach, the landscape of the south and north face of Mt. Mai., Hamjibaakgol asymmetrical valley, and the landscape of inland sea and outer sea type island.