• Title/Summary/Keyword: Embedding

Search Result 1,878, Processing Time 0.039 seconds

A Two-Layer Steganography for Mosaic Images

  • Horng, Ji-Hwei;Chang, Chin-Chen;Sun, Kun-Sheng
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.15 no.9
    • /
    • pp.3298-3321
    • /
    • 2021
  • A lot of data hiding schemes have been proposed to embed secret data in the plain cover images or compressed images of various formats, including JPEG, AMBTC, VQ, etc. In this paper, we propose a production process of mosaic images based on three regular images of coffee beans. A primary image is first mimicked by the process to produce a mosaic cover image. A two-layer steganography is applied to hide secret data in the mosaic image. Based on the low visual quality of the mosaic cover image, its PSNR value can be improved about 1.5 dB after embedding 3 bpp. This is achieved by leveraging the newly proposed polarized search mask and the concepts of strong embedding and weak embedding. Applying steganography to the mosaic cover images is a completely new idea and it is promising.

A Method for Learning the Specialized Meaning of Terminology through Mixed Word Embedding (혼합 임베딩을 통한 전문 용어 의미 학습 방안)

  • Kim, Byung Tae;Kim, Nam Gyu
    • The Journal of Information Systems
    • /
    • v.30 no.2
    • /
    • pp.57-78
    • /
    • 2021
  • Purpose In this study, first, we try to make embedding results that reflect the characteristics of both professional and general documents. In addition, when disparate documents are put together as learning materials for natural language processing, we try to propose a method that can measure the degree of reflection of the characteristics of individual domains in a quantitative way. Approach For this study, the Korean Supreme Court Precedent documents and Korean Wikipedia are selected as specialized documents and general documents respectively. After extracting the most similar word pairs and similarities of unique words observed only in the specialized documents, we observed how those values were changed in the process of embedding with general documents. Findings According to the measurement methods proposed in this study, it was confirmed that the degree of specificity of specialized documents was relaxed in the process of combining with general documents, and that the degree of dissolution could have a positive correlation with the size of general documents.

Gated Multi-channel Network Embedding for Large-scale Mobile App Clustering

  • Yeo-Chan Yoon;Soo Kyun Kim
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.17 no.6
    • /
    • pp.1620-1634
    • /
    • 2023
  • This paper studies the task of embedding nodes with multiple graphs representing multiple information channels, which is useful in a large volume of network clustering tasks. By learning a node using multiple graphs, various characteristics of the node can be represented and embedded stably. Existing studies using multi-channel networks have been conducted by integrating heterogeneous graphs or limiting common nodes appearing in multiple graphs to have similar embeddings. Although these methods effectively represent nodes, it also has limitations by assuming that all networks provide the same amount of information. This paper proposes a method to overcome these limitations; The proposed method gives different weights according to the source graph when embedding nodes; the characteristics of the graph with more important information can be reflected more in the node. To this end, a novel method incorporating a multi-channel gate layer is proposed to weigh more important channels and ignore unnecessary data to embed a node with multiple graphs. Empirical experiments demonstrate the effectiveness of the proposed multi-channel-based embedding methods.

The Effect of Thread-embedding therapy on 9 Patients with Partial Obesity (매선요법을 이용한 부분비만치료 9례 보고)

  • Shin, Hwa-Young;Kwon, Hyo-Jung;Lee, Yun-Kyu;Lim, Seong-Chul;Jung, Tae-Young;Lee, Bong-Hyo;Kim, Jae-Su
    • Journal of Acupuncture Research
    • /
    • v.28 no.6
    • /
    • pp.27-34
    • /
    • 2011
  • Objectives : The purpose of this study was to examine the effect of thread-embedding therapy against partial obesity. Methods : 9 women from 20 to 30 with partial obesity were treated with thread-embedding therapy and then surveyed satisfaction, reaction after treatment and whether they were re-treated or not. The results of before and after treatment were compared with physical measurement, body composition tests and fat thickness measured by ultrasound. Results : The satisfaction of patients was high and side effects were pain, bruises and unnaturalness of action, but 8 of 9 patients wanted to re-treatment. The effect of thread-embedding therapy against partial obesity was continuous and was most pronounced during the first week. Conclusions : Thread-embedding therapy may be useful to reduce partial obesity without different treatments of obesity, diet, exercise etc.

Clinical Research Trend for Catgut-embedding Therapy on Allergic Rhinitis (알레르기 비염의 매선 치료 임상 연구 동향)

  • Kang, Jeong-In;Lee, Dong-Hyo
    • The Journal of Korean Medicine Ophthalmology and Otolaryngology and Dermatology
    • /
    • v.33 no.2
    • /
    • pp.55-69
    • /
    • 2020
  • Objectives : The purpose of this study is to analyze research trends on the effects of catgut-embedding therapy on allergic rhinitis. Methods : We searched potentially relevant randomized controlled trials using various electronic databases and extracted data using a standardized form. Results : Finally, 11 studies were selected and analyzed. All studies were conducted in China and the number of studies has increased especially in recent 3 years. 11 studies compared catgut-embedding therapy with usual care, acupuncture, sham catgut-embedding therapy. Most studies showed that catgut-embedding therapy was effective and had long lasting effect compared with comparison group. Conclusions : All studies were conducted in China and it is necessary to review its evidence for clinical application in Korea. Further studies are needed on this topic in order to demonstrate the effectiveness and safety clearly.

The Duplicate Effect of Thread-embedding Therapy on 5 Patients with Obesity (비만치료를 위한 매선요법의 중복시술 효과 5례)

  • Shin, Hwa-Young;Lim, Seong-Chul;Lee, Yun-Kyu;Kwon, Hyo-Jung;Jung, Tae-Young;Lee, Bong-Hyo;Kim, Jae-Su
    • Journal of Acupuncture Research
    • /
    • v.29 no.1
    • /
    • pp.61-66
    • /
    • 2012
  • Objectives : The purpose of this study was to examine the duplicate effect of thread-embedding therapy against obesity. Methods : 5 women from 20 to 30 with obesity were treated with thread-embedding therapy and compared the results with physical measurement, body composition tests and fat thickness measured by ultrasound. Results : The thread-embedding therapy locally reduced body size and fat thickness and had a cumulative effect, but showed the greatest effect in the abdominal region. It didn't affect to the overall change of body composition. Conclusions : The duplicate procedure of thread-embedding therapy for obesity had a cumulative effect, but it depended on the treatment region.

Release behavior of embedding materials on the porous Ti implants (다공성 티타늄 임플란트의 담지물질 방출거동)

  • Kim, Yung-Hoon;Kim, Nam-Joong
    • Journal of Technologic Dentistry
    • /
    • v.36 no.3
    • /
    • pp.179-184
    • /
    • 2014
  • Purpose: This study was performed to investigate the release behavior of bioactive materials as a BMP-2 embedding on the porous titanium implant. Methods: Porous Ti implant samples were fabricated by sintering of spherical Ti powders in a high vacuum furnace. Specimens diameter and height were 4mm and 10mm. Embedding materials were used to stamp ink. Sectional images, porosity and release behavior of porous Ti implants were evaluated by scanning electron microscope(SEM), mercury porosimeter and UV-Vis-NIR spectrophotometer. Results: Internal pore structure was formed fully open pore. Average pore size and porosity were $8.993{\mu}m$ and 8.918%. Embedding materials were released continually and slowly. Conclusion: Porous Ti implant was fabricated successfully by sintering method. Particles are necking strongly each other and others portions were vacancy. Therefore bioactive materials will be able to embedding to porous Ti implants. If the development of the fusion implant of the bioactive material will be able to have the chance to several patients.

Hybrid Super Resolution Based on Curve Subdivision Interpolation and Neighbor Embedding (곡선 부-분할 보간과 Neighbor Embedding 기반의 복합 초고해상도 기법)

  • Oh, Euiyeol;Lee, Yonggun;Lee, Jieun;Choe, Yoonsik
    • The Transactions of The Korean Institute of Electrical Engineers
    • /
    • v.64 no.9
    • /
    • pp.1369-1373
    • /
    • 2015
  • Curve subdivision interpolation reconstructs edge well with low complexity, however it lacks of ability to recover texture components, instead. While, neighbor embedding is superior in texture reconstruction. Therefore, in this paper, a novel Super Resolution technique which combines curve subdivision interpolation and neighbor embedding is proposed. First, edge region and non-edge regions are classified. Then, for edge region, the curve subdivision algorithm is used to make two polynomials derived from discrete pixels and adaptive weights are adapted for gradients of 4 different sides to make smooth edge. For non edge region, neighbor-embedding method is used to conserve texture property in original image. Consequently results show that the proposed technique conserves sharp edges and details in texture better, simultaneously.

Large-eddy simulation of channel flow using a spectral domain-decomposition grid-embedding technique (스펙트럴 영역분할 격자 삽입법을 이용한 채널유동의 큰 에디 모사)

  • Gang, Sang-Mo;Byeon, Do-Yeong;Baek, Seung-Uk
    • Transactions of the Korean Society of Mechanical Engineers B
    • /
    • v.22 no.7
    • /
    • pp.1030-1040
    • /
    • 1998
  • One of the main unresolved issues in large-eddy simulation(LES) of wall-bounded turbulent flows is the requirement of high spatial resolution in the near-wall region, especially in the spanwise direction. Such high resolution required in the near-wall region is generally used throughout the computational domain, making simulations of high Reynolds number, complex-geometry flows prohibitive. A grid-embedding strategy using a nonconforming spectral domain-decomposition method is proposed to address this limitation. This method provides an efficient way of clustering grid points in the near-wall region with spectral accuracy. LES of transitional and turbulent channel flow has been performed to evaluate the proposed grid-embedding technique. The computational domain is divided into three subdomains to resolve the near-wall regions in the spanwise direction. Spectral patching collocation methods are used for the grid-embedding and appropriate conditions are suggested for the interface matching. Results of LES using the grid-embedding strategy are promising compared to LES of global spectral method and direct numerical simulation. Overall, the results show that the spectral domain-decomposition grid-embedding technique provides an efficient method for resolving the near-wall region in LES of complex flows of engineering interest, allowing significant savings in the computational CPU and memory.

Adaptive Image Interpolation Using Pixel Embedding (화소 삽입을 이용한 적응적 영상보간)

  • Han, Kyu-Phil;Oh, Gil-Ho
    • Journal of Korea Multimedia Society
    • /
    • v.17 no.12
    • /
    • pp.1393-1401
    • /
    • 2014
  • This paper presents an adaptive image interpolation method using a pixel-based neighbor embedding which is modified from the patch-based neighbor embedding of contemporary super resolution algorithms. Conventional interpolation methods for high resolution detect at least 16-directional edges in order to remove zig-zaging effects and selectively choose the interpolation strategy according to the direction and value of edge. Thus, they require much computation and high complexity. In order to develop a simple interpolation method preserving edge's directional shape, the proposed algorithm adopts the simplest Haar wavelet and suggests a new pixel-based embedding scheme. First, the low-quality image but high resolution, magnified into 1 octave above, is acquired using an adaptive 8-directional interpolation based on the high frequency coefficients of the wavelet transform. Thereafter, the pixel embedding process updates a high resolution pixel of the magnified image with the weighted sum of the best matched pixel value, which is searched at its low resolution image. As the results, the proposed scheme is simple and removes zig-zaging effects without any additional process.