• Title/Summary/Keyword: Blending method

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An Improved Face Recognition Method Using SIFT-Grid (SIFT-Grid를 사용한 향상된 얼굴 인식 방법)

  • Kim, Sung Hoon;Kim, Hyung Ho;Lee, Hyon Soo
    • Journal of Digital Convergence
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    • v.11 no.2
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    • pp.299-307
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    • 2013
  • The aim of this paper is the improvement of identification performance and the reduction of computational quantities in the face recognition system based on SIFT-Grid. Firstly, we propose a composition method of integrated template by removing similar SIFT keypoints and blending different keypoints in variety training images of one face class. The integrated template is made up of computation of similarity matrix and threshold-based histogram from keypoints in a same sub-region which divided by applying SIFT-Grid of training images. Secondly, we propose a computation method of similarity for identify of test image from composed integrated templates efficiently. The computation of similarity is performed that a test image to compare one-on-one with the integrated template of each face class. Then, a similarity score and a threshold-voting score calculates according to each sub-region. In the experimental results of face recognition tasks, the proposed methods is founded to be more accurate than both two other methods based on SIFT-Grid, also the computational quantities are reduce.

Preparation of Polysulfone Microfiltration Membranes by a Sulfonated Polyethersulfone Additive (술폰산기를 가지는 폴리에테르술폰 첨가제를 이용한 폴리술폰 정밀여과막의 제조)

  • Kim, Nowon;Jung, Boram
    • Membrane Journal
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    • v.27 no.3
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    • pp.273-283
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    • 2017
  • Polysulfone (PSF) is one of an important polymer that has been widely used in the manufacture of asymmetric microfiltration (MF) membranes. PSF membrane is considered as hydrophobic membrane that easily fouled during membrane operation process. The blending method is an effective method for improving the fouling resistance of PSF membranes. sPES (sulfonated polyethersulfone) is one of the useful polymers that can be used in PSF polymer blend method to improve hydrophilicity of PSF membranes. In this study, microfiltration polymer membranes were prepared by using PSF/sPES/PVP/BE/DMF casting solution and water coagulant. The morphology of MF membranes was changed by addition of a small amount of sPES in casting solution. The morphology of the sPES added membranes was changed into a highly asymmetric structure. The active layer grew and mean pore size was decreased by addition of sPES. However, the water flux of PSF/sPES/DMF/PVP/BE membrane was higher than that of PSF/DMF/PVP/BE membrane.

Analysis of fuel economy characteristics depending on the fuel quality and calculation method changed (연료품질 및 연비계산 방법 변화에 따른 연비특성 분석)

  • Lee, Min-Ho;Lim, Wan-Gyu;Lim, Jae-Hyuk;Kim, Ki-Ho
    • Journal of Power System Engineering
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    • v.20 no.4
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    • pp.52-62
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    • 2016
  • Nowadays, emissions of a vehicle are been getting by testing on a chassis dynamometer and a test modes. Also, fuel efficiency is calculated by carbon-balance method that is applying the emissions(CO, THC and $CO_2$) to the fuel calculation formular. In Korea, before 2014, the formular did not include the fuel factors (density, net heat value and carbon weight fraction), but the constants were based on the fuel properties of 2000s. So, this formular did not consider a characteristic of test fuel property that was changed when progressing fuel efficiency test. The characteristics of test fuel property which was distributed in domestic have a difference of quality depending on production regions and oil-refining facilities. Because the fuel properties are variable value during refineries, crude oils and blending contents of a bio-fuel, vehicle fuel is changed for each test. Therefore, the fuel qualities need to apply for a fuel economy test. In this paper, changing patterns of a fuel properties were reviewed during history of fuel standards. Also, the appropriateness of the methods was discussed by calculating and comparing fuel economies with the fuel factors and the constants.

A proposed image stitching method for web-based panoramic virtual reality for Hoseo Cyber Museum (호서 사이버 박물관: 웹기반의 파노라마 비디오 가상현실에 대한 효율적인 이미지 스티칭 알고리즘)

  • Khan, Irfan;Soo, Hong Song
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.14 no.2
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    • pp.893-898
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    • 2013
  • It is always a dream to recreate the experience of a particular place, the Panorama Virtual Reality has been interpreted as a kind of technology to create virtual environments and the ability to maneuver angle for and select the path of view in a dynamic scene. In this paper we examined an efficient method for Image registration and stitching of captured imaged. Two approaches are studied in this paper. First, dynamic programming is used to spot the ideal key points, match these points to merge adjacent images together, later image blending is used for smooth color transitions. In second approach, FAST and SURF detection are used to find distinct features in the images and nearest neighbor algorithm is used to match corresponding features, estimate homography with matched key points using RANSAC. The paper also covers the automatically choosing (recognizing, comparing) images to stitching method.

Computer Aided Design of the Fore and After Body of Fishing Vessel by Using B-Spline (B-Spline을 이용한 어선의 선수미부 초기 선형 설계)

  • Kim, Dong-Jun;Hong, Bong-Gi
    • Journal of the Korean Society of Fisheries and Ocean Technology
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    • v.27 no.1
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    • pp.75-82
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    • 1991
  • The present paper describes a preliminary design method by using the computer graphics for creation of the fore and after body profiles of fishing vessel. It is well known that the Form Parameter design method has some merits at an early stage of design, and the B-spline curve generation technique has some prior properties in representing hull form with the computer graphic. The B-spline curve generation technique combined with the form parameter design method is employed to generate the profiles of fishing vessel. For fore body the stem profiles with bulbous bulb or without one are considered. And for after body the stern profiles of cruiser type and the transom type are generated with stern bulb or with shoe piece. Several examples will shown.

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A panorama image generation method using FAST algorithm (FAST를 이용한 파노라마 영상 생성 방법)

  • Kim, Jong-ho;Ko, Jin-woong;Yoo, Jisang
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.20 no.3
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    • pp.630-638
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    • 2016
  • In this paper, a feature based panorama image generation algorithm using FAST(Features from Accelerated Segment Test) method that is faster than SIFT(Scale Invariant Feature Transform) and SURF(Speeded Up Robust Features) is proposed. Cylindrical projection is performed to generate natural panorama images with numerous images as input. The occurred error can be minimized by applying RANSAC(Random Sample Consensus) for the matching process. When we synthesize numerous images acquired from different camera angles, we use blending techniques to compensate the distortions by the heterogeneity of border line. In that way, we could get more natural synthesized panorama image. The proposed algorithm can generate natural panorama images regardless the order of input images and tilted images. In addition, the image matching can be faster than the conventional method. As a result of the experiments, distortion was corrected and natural panorama image was generated.

A Study on Fabrication of 3D Porous Scaffold Combined with Polymer Deposition System and a Salt Leaching Method (폴리머 적층 시스템과 염 침출법을 결합한 3차원 다공성 인공지지체 제작)

  • Shim, Hae-Ri;Sa, Min-Woo;Kim, Jong Young
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.15 no.5
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    • pp.86-92
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    • 2016
  • In this study, we used a polymer deposition system, based on fused deposition modeling, to fabricate the 3D scaffold and then fabricated micro-pores on a 3D scaffold using a salt leaching method. Materials included polycaprolactone (PCL) and sodium chloride (NaCl). The 3D porous scaffolds were fabricated according to blending ratio such as PCL (70 wt%)/NaCl (30 wt%) and PCL (50 wt%)/NaCl (50 wt%). The 3D porous scaffolds were observed by scanning electron microscopy. The results showed that 3D porous scaffolds had a deposition width of $500{\mu}m$, contained a pore size of $500{\mu}m$ and below $100{\mu}m$. To evaluate the 3D porous scaffolds for bone tissue engineering, we carried out the cell proliferation experiment using a CCK-8 and a mechanical strength test using a universal testing machine. In summary, the 3D porous scaffold was found to be suitable for cancellous bone of human in accordance with the result of in-vitro cell proliferation and mechanical strength. Thus, a 3D porous scaffold could be a promising approach for effective bone regeneration.

Explicit Matrix Expressions of Progressive Iterative Approximation

  • Chen, Jie;Wang, Guo-Jin
    • International Journal of CAD/CAM
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    • v.13 no.1
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    • pp.1-11
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    • 2013
  • Just by adjusting the control points iteratively, progressive iterative approximation (PIA) presents an intuitive and straightforward scheme such that the resulting limit curve (surface) can interpolate the original data points. In order to obtain more flexibility, adjusting only a subset of the control points, a new method called local progressive iterative approximation (LPIA) has also been proposed. But to this day, there are two problems about PIA and LPIA: (1) Only an approximation process is discussed, but the accurate convergence curves (surfaces) are not given. (2) In order to obtain an interpolating curve (surface) with high accuracy, recursion computations are needed time after time, which result in a large workload. To overcome these limitations, this paper gives an explicit matrix expression of the control points of the limit curve (surface) by the PIA or LPIA method, and proves that the column vector consisting of the control points of the PIA's limit curve (or surface) can be obtained by multiplying the column vector consisting of the original data points on the left by the inverse matrix of the collocation matrix (or the Kronecker product of the collocation matrices in two direction) of the blending basis at the parametric values chosen by the original data points. Analogously, the control points of the LPIA's limit curve (or surface) can also be calculated by one-step. Furthermore, the $G^1$ joining conditions between two adjacent limit curves obtained from two neighboring data points sets are derived. Finally, a simple LPIA method is given to make the given tangential conditions at the endpoints can be satisfied by the limit curve.

Fast Panoramic Video Generation Method Using Morphological Corner Detection (모폴로지 코너 검출을 이용한 고속 파노라마 비디오 제작 기법)

  • Lee Jung-Ho;Lee Kwan-Su;Yang Won-Keun;Jin Joo-Kyung;Jeong Dong-Seok
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.4C
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    • pp.417-425
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    • 2006
  • This Paper Proposes a method of building a panoramic video from several videos captured from adjacent cameras. The panoramic image which constructed from adjacent and overlapped images is used for photogrammetry, satellite photo or many computer graphic applications. The perspective transformation, which is estimated from the appropriate corresponding pairs of images, can be used to construct the panoramic image without unwarranted distortion and its quality is decided by how to find the features needed for transform estimation. We used the corner points for the corresponding features, and morphological structures were utilized for fast and robust corner detection. We used the criterion of the corner strength, which guarantees the robust detection of the corner in most situations. For the transformation, 8 parameters were estimated from perspective equations which use matched points of adjacent images, and bilinear color blending was used to construct a soapless panoramic video. The experiments showed that the proposed method yields fast results with good quality under various conditions.

Maximalism characteristics expressed in Rei Kawakubo's collections (레이 가와쿠보 컬렉션에 나타난 맥시멀리즘의 표현 특성 분석)

  • Park, Soo yeon;Kim, Mi young
    • The Research Journal of the Costume Culture
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    • v.24 no.5
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    • pp.626-641
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    • 2016
  • Maximalism in modern fashion, which is contrary to the current fashion market that emphasizes functionality and practicality, is an important notion that has been expressed in a variety of ways through designer's unique sense with a mixture of experimental design. With such creative work that suits a trend in novel fashion design, Rei Kawakubo is a current representative of Comme des Garcons who has not only introduced deconstructivism and Japanese-style avant-garde to the fashion industry for the first time. Our research, thus, analyzed the characteristic of maximalism's expression based on the features represented in her collection. Firstly, Expandability is classified as a method of distorting parts of a body and a method of excessively overinflating the silhouette of clothing. Secondly, decorations are expressed in the other as blending different types of materials together. Thirdly, fantasy evokes a fresh and stimulating surreal sensation that may only be felt in an imagination by assigning supernatural and amusing expression to the garment. The forth, fusion refers to a creation of novelty from combining various types of elements and images. The fifth, experiment is unique trait that develops mysterious images, consisted of various details. The sixth, non-structure is different from an initial form of garment that maintains a bilateral symmetry. The importance of our research lies in proposing a fundamental data for development of creative design as well as in expanding a range of possible expression for maximalism, by analyzing the characteristics of maximalism seen in Rei Kawakubo's collection.