• 제목/요약/키워드: fine grained

검색결과 712건 처리시간 0.025초

영상 처리와 CNN을 이용한 애완동물 영상 세부 분류 비교 (Comparison of Fine Grained Classification of Pet Images Using Image Processing and CNN)

  • 김지혜;고정환;권철희
    • 방송공학회논문지
    • /
    • 제26권2호
    • /
    • pp.175-183
    • /
    • 2021
  • 영상의 세부 분류에 대한 연구는 계속적으로 발전하고 있지만, 다형성의 성질을 갖는 동물에 대한 객체인식 연구는 더디게 진행되고 있다. 본 논문은 개와 고양이에 해당하는 애완동물 이미지만을 이용하여, 세부 분류인 동물의 종을 분류하는 방법 중 영상처리를 이용한 방법과 딥러닝을 이용한 방법을 비교하는 것을 목표로 한다. 본 논문에서 영상처리를 이용한 방법으로 객체 분리를 위해 Grab-cut 알고리즘을 사용하고, 영상 인코딩을 위해 Fisher Vector를 사용한 방법을 제안한다. 다른 방법으로는 기계학습으로 여러 분야에서 좋은 성과를 얻고 있는 딥러닝을 이용하였으며, 그 중에서도 이미지 인식 분야에서 뛰어난 성능을 보인 Convolutional Neural Network(CNN)과 구글에서 제공하는 오픈소스 기반 딥러닝 프레임워크인 Tensorflow를 활용하였다. 제안하는 각각의 방법에 대해 37종의 애완동물 이미지, 총 7,390장에 대해 실험하여 그 효과를 검증 및 비교하였다.

New Constructions of Hierarchical Attribute-Based Encryption for Fine-Grained Access Control in Cloud Computing

  • Zhang, Leyou;Hu, Yupu
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • 제7권5호
    • /
    • pp.1343-1356
    • /
    • 2013
  • Cloud computing has emerged as perhaps the hottest development in information technology at present. This new computing technology requires that the users ensure that their infrastructure is safety and that their data and applications are protected. In addition, the customer must ensure that the provider has taken the proper security measures to protect their information. In order to achieve fine-grained and flexible access control for cloud computing, a new construction of hierarchical attribute-based encryption(HABE) with Ciphertext-Policy is proposed in this paper. The proposed scheme inherits flexibility and delegation of hierarchical identity-based cryptography, and achieves scalability due to the hierarchical structure. The new scheme has constant size ciphertexts since it consists of two group elements. In addition, the security of the new construction is achieved in the standard model which avoids the potential defects in the existing works. Under the decision bilinear Diffie-Hellman exponent assumption, the proposed scheme is provable security against Chosen-plaintext Attack(CPA). Furthermore, we also show the proposed scheme can be transferred to a CCA(Chosen-ciphertext Attack) secure scheme.

미세 결정립 Ti-6Al-2Sn-4Zr-2Mo-0.1Si 합금의 저온 초소성 변형 거동 (Low-Temperature Superplastic Deformation Behavior of Fine-Grained Ti-6Al-2Sn-4Zr-2Mo-0.1Si Alloy)

  • 박찬희;이병갑;이종수
    • 소성∙가공
    • /
    • 제18권7호
    • /
    • pp.544-549
    • /
    • 2009
  • This study aimed to elucidate the deformation mechanism during low-temperature superplasticity of fine-grained Ti-6Al-2Sn-4Zr-2Mo-0.1Si alloy in the context of constitutive equation. For this purpose, initial coarse equiaxed microstructure was refined to $2.2{\mu}m$ via dynamic globularization. Globularized microstructure exhibited large superplastic elongations(434-826%) at temperatures of $650-750^{\circ}C$ and strain rate of $10^{-4}s^{-1}$. It was found that the main deformation mechanism of fine-grained material was grain boundary sliding accommodated by dislocation motion with both stress exponent (n) and grain size exponent (p) values of 2. When the alpha grain size, not sub-grain size, was considered to be an effective grain size, the apparent activation energy for low-temperature superplasticity of the present alloy(169kJ/mol) was closed to that of Ti-6Al-4V alloy(160kJ/mol).

A Study on High Performance Fine-Grained Concrete Containing Rice Husk Ash

  • Le, Ha Thanh;Nguyen, Sang Thanh;Ludwig, Horst-Michael
    • International Journal of Concrete Structures and Materials
    • /
    • 제8권4호
    • /
    • pp.301-307
    • /
    • 2014
  • Rice husk ash (RHA) is classified as a highly reactive pozzolan. It has a very high silica content similar to that of silica fume (SF). Using less-expensive and locally available RHA as a mineral admixture in concrete brings ample benefits to the costs, the technical properties of concrete as well as to the environment. An experimental study of the effect of RHA blending on workability, strength and durability of high performance fine-grained concrete (HPFGC) is presented. The results show that the addition of RHA to HPFGC improved significantly compressive strength, splitting tensile strength and chloride penetration resistance. Interestingly, the ratio of compressive strength to splitting tensile strength of HPFGC was lower than that of ordinary concrete, especially for the concrete made with 20 % RHA. Compressive strength and splitting tensile strength of HPFGC containing RHA was similar and slightly higher, respectively, than for HPFGC containing SF. Chloride penetration resistance of HPFGC containing 10-15 % RHA was comparable with that of HPFGC containing 10 % SF.

세립토의 침식능에 대한 토질정수의 영향 (Influence of Soil Properties on Erodibility of Fine-grained Soils)

  • 곽기석;이주형;박재현;정문경;배규진
    • 한국지반공학회논문집
    • /
    • 제20권8호
    • /
    • pp.89-96
    • /
    • 2004
  • 흐르는 물의 침식유발능력과 지반의 침식저항능력을 동시에 고려할 수 있는 새로운 교량세굴해석 모델을 개발하기 위한 많은 연구가 진행되었으며, 이러한 노력의 일환으로 지반의 침식율을 정량화할 수 있는 세굴률 시험기가 개발되었다. 본 연구에서는 세굴률 시험기를 이용하여 3종의 재성형 점토에 대해 세굴률 실험을 실시하였다. 재성형 점토의 세굴률 실험을 통해 성형하중의 변화에 따른 세립토의 침식특성을 분석하였으며, 또한 토성치와 침식율의 상관관계 분석을 시도하였다. 실험과 해석을 통해, 토질정수 중 특히 단위중량과 전단강도는 지반의 침식특성에 큰 영향을 미치는 것으로 나타났다.

선급용 고장력강 FSW접합부의 미세조직 및 기계적 성질 (Microstructures and Mechanical Properties of Friction Stir Welded High Strength Steels far Shipbuilding)

  • 장웅성;최기용
    • Journal of Welding and Joining
    • /
    • 제20권3호
    • /
    • pp.67-73
    • /
    • 2002
  • In an attempt to evaluate the feasibility of friction stir welding(FSW) for joining carbon steels, microstructures and mechanical properties of friction stir welded carbon steels with different grain structures were investigated. In comparison of O-type stir zone(SZ) appeared in various aluminium alloys, configuration of SZ in friction stir welded carbon steels displayed U-type. Plastically deformed pearlite band structure was identified to surround the SZ, indicating the existence of so-called thermo-mechanically affected zone(TMAZ). However, the TMAZ of carbon steels was much narrower than that of Al alloys. The microstructures of both stir zone and TMAZ revealed bainite matrix in a conventional carbon steel for shipbuilding, while, in the same region, ferrite matrix microstructures were formed in a low carbon fine grained steel. The conventional carbon steel showed superior stirring workability to that of the fine grained carbon steel. The yield and tensile strength of the friction stir welded joints were comparable to those of the base metals, and the elongation in welded joints demonstrated excellent ductility. Absorbed energy in SZ of the fine grained carbon steel was ten times higher than that obtained from conventional submerged arc weld metal of the same steel. Based on these results, the application FSW to carbon steels was found to be feasible.

압밀비배수 삼축압축실험을 이용한 지반의 포아송비 예측 (Poisson's Ratio Prediction of Soil Using the Consolidation Undrained Triaxial Compression Test)

  • 임성윤;유석철;김유용;김명환
    • 한국농공학회논문집
    • /
    • 제62권4호
    • /
    • pp.45-51
    • /
    • 2020
  • The poisson's ratio was obtained from the effective vertical stress and horizontal stress of consolidation-undrained test. It was analyzed void ratio verse poisson's ratio. At the result, the effective friction angle was increase with relative density increased, was decreased the poisson's ratio. The empirical equation of void ratio and poisson's ratio was showed very high correlation r2=0.846. The empirical equation was showed that the smaller the void ratio in the fine grained soil than granular soil. In the case of 0.85 times the correlation analysis equation of granular and fine grained soil, the experimental results were shown very similarly. In especially, the poisson's ratio prediction results was shown within 5% of the error range, was revalidation 0.85 times the correlation analysis equation using the void ratio. In this study, correlation analysis equation of the granular and fine grained soil was more reliability of the poisson's ratio prediction results apply to the void ratio than dry unit weight.

ECAP으로 제조된 초미세립 알루미늄 합금의 동적 변형거동에 미치는 어닐링 온도의 영향 (Effect of Annealing Temperature on Dynamic Deformation Behavior of Ultra-Fine-Grained Aluminum Alloys Fabricated by Equal Channel Angular Pressing)

  • 김양곤;고영건;신동혁;이종수;이성학
    • 대한금속재료학회지
    • /
    • 제46권9호
    • /
    • pp.563-571
    • /
    • 2008
  • The influence of annealing treatment on dynamic deformation behavior of ultra-fine grained aluminum alloys was investigated in this study. After equal-channel angular pressing at $200^{\circ}C$, most of the grains were considerably reduced to nearly equiaxed grains of $0.3{\mu}m$ in size. With an increment of various annealing treatments for 1 hour, resultant microstructures were found to be fairly stable at temperatures up to $200^{\circ}C$, suggesting that static recovery would be dominantly operative, whereas grain growth was pronounced above $250^{\circ}C$. The tensile test results showed that yield and ultimate tensile strengths decreased, but elongation-to-failure and strain hardening rate increased with increasing annealing temperature. The dynamic deformation behavior retrieved with a series of torsional tests was explored with respect to annealed microstructures. Such mechanical response was analyzed in relation to resultant microstructure and fracture mode.

Fine-Grained 자원 접근 제어를 위한 향상된 안드로이드 권한 검사기법 (Enhancing Android's Permission Enforcement for Fine-Grained Resource Access Control)

  • 김기원;김진수
    • 한국정보처리학회:학술대회논문집
    • /
    • 한국정보처리학회 2010년도 추계학술발표대회
    • /
    • pp.1701-1704
    • /
    • 2010
  • 기존 안드로이드 응용프로그램에 대한 자원 접근 제어는 응용프로그램을 작성한 개발자가 XML 파일에 미리 선언한 권한을 검사하는 방식으로 이루어진다. 이 권한은 인스톨되는 시점에 사용자의 동의를 얻어 해당 응용프로그램에 수여되며 응용프로그램이 특정 권한을 의도적으로 사용자로부터 은닉하는 것을 방지할 수 있다. 하지만 사용자는 해당 응용프로그램에 허용하고자 하는 일부 권한만을 수여할 선택권이 없다. 선언된 모든 권한을 허락하거나 그렇지 않으면 아예 응용프로그램을 설치할 수 없게 된다. 또한, 응용프로그램에 부여한 권한을 변경할 수는 없고 박탈하는 방법은 응용프로그램을 삭제하는 방법밖에 없었다. 따라서 본 논문에서 제안하는 기법은 응용프로그램의 자원 접근을 사용자가 fine-grained 하게 제어할 수 있도록 하는 기법이다. 이를 위해 응용프로그램을 사용하는 시점에도 각 접근 권한을 '항상 허용', '항상 사용자가 확인' 그리고 '항상 거부'로 세부적으로 설정 및 변경이 가능하도록 하였다. 또한, MS Windows Vista 에서 적용하고 있는 '사용자계정컨트롤'(User Account Control)과 같이 응용프로그램이 요구하는 권한 중 '항상 사용자가 확인'으로 설정 된 권한은 요청 시점에 사용자에게 팝업을 띄워 접근 제어에 대한 가시성을 확보하여 사용자가 확인할 수 있도록 하였고 사용자가 이를 수락한 경우에만 해당 권한을 수여 받을 수 있도록 하였다.

BDSS: Blockchain-based Data Sharing Scheme With Fine-grained Access Control And Permission Revocation In Medical Environment

  • Zhang, Lejun;Zou, Yanfei;Yousuf, Muhammad Hassam;Wang, Weizheng;Jin, Zilong;Su, Yansen;Kim, Seokhoon
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • 제16권5호
    • /
    • pp.1634-1652
    • /
    • 2022
  • Due to the increasing need for data sharing in the age of big data, how to achieve data access control and implement user permission revocation in the blockchain environment becomes an urgent problem. To solve the above problems, we propose a novel blockchain-based data sharing scheme (BDSS) with fine-grained access control and permission revocation in this paper, which regards the medical environment as the application scenario. In this scheme, we separate the public part and private part of the electronic medical record (EMR). Then, we use symmetric searchable encryption (SSE) technology to encrypt these two parts separately, and use attribute-based encryption (ABE) technology to encrypt symmetric keys which used in SSE technology separately. This guarantees better fine-grained access control and makes patients to share data at ease. In addition, we design a mechanism for EMR permission grant and revocation so that hospital can verify attribute set to determine whether to grant and revoke access permission through blockchain, so it is no longer necessary for ciphertext re-encryption and key update. Finally, security analysis, security proof and performance evaluation demonstrate that the proposed scheme is safe and effective in practical applications.