• Title/Summary/Keyword: hog

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Rotation Invariant Histogram of Oriented Gradients

  • Cheon, Min-Kyu;Lee, Won-Ju;Hyun, Chang-Ho;Park, Mignon
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.11 no.4
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    • pp.293-298
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    • 2011
  • In this paper, we propose a new image descriptor, that is, a rotation invariant histogram of oriented gradients (RIHOG). RIHOG overcomes a disadvantage of the histogram of oriented gradients (HOG), which is very sensitive to image rotation. The HOG only uses magnitude values of a pixel without considering neighboring pixels. The RIHOG uses the accumulated relative magnitude values of corresponding relative orientation calculated with neighboring pixels, which has an effect on reducing the sensitivity to image rotation. The performance of RIHOG is verified via the index of classification and classification of Brodatz texture data.

Curvature and Histogram of oriented Gradients based 3D Face Recognition using Linear Discriminant Analysis

  • Lee, Yeunghak
    • Journal of Multimedia Information System
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    • v.2 no.1
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    • pp.171-178
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    • 2015
  • This article describes 3 dimensional (3D) face recognition system using histogram of oriented gradients (HOG) based on face curvature. The surface curvatures in the face contain the most important personal feature information. In this paper, 3D face images are recognized by the face components: cheek, eyes, mouth, and nose. For the proposed approach, the first step uses the face curvatures which present the facial features for 3D face images, after normalization using the singular value decomposition (SVD). Fisherface method is then applied to each component curvature face. The reason for adapting the Fisherface method maintains the surface attribute for the face curvature, even though it can generate reduced image dimension. And histogram of oriented gradients (HOG) descriptor is one of the state-of-art methods which have been shown to significantly outperform the existing feature set for several objects detection and recognition. In the last step, the linear discriminant analysis is explained for each component. The experimental results showed that the proposed approach leads to higher detection accuracy rate than other methods.

Triangle Method for Fast Face Detection on the Wild

  • Malikovich, Karimov Madjit;Akhmatovich, Tashev Komil;ugli, Islomov Shahboz Zokir;Nizomovich, Mavlonov Obid
    • Journal of Multimedia Information System
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    • v.5 no.1
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    • pp.15-20
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    • 2018
  • There are a lot of problems in the face detection area. One of them is detecting faces by facial features and reducing number of the false negatives and positions. This paper is directed to solve this problem by the proposed triangle method. Also, this paper explans cascades, Haar-like features, AdaBoost, HOG. We propose a scheme using 12-net, 24-net, 48-net to scan images and improve efficiency. Using triangle method for frontal pose, B and B1 methods for other poses in neural networks are proposed.

Leaky wave antenna analysis design, and implementation (누설파 안테나 해석 설계 및 제작)

  • 홍재표;조웅희;이종익;윤리호;이정형;조영기;엄효준
    • Journal of the Korean Institute of Telematics and Electronics A
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    • v.33A no.11
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    • pp.88-96
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    • 1996
  • Periodically slotted dielectricalloy filled parallel-plate waveguide as a leaky wave antenna is designed and fabricated at the center frequency of 10.0GHz. The antenna was fed by use of a hog-horn structure. The hog-horn and the two side walls and the lower plate of parallel-plate waveguide were fabricated form duralumin. The upper plate of parallel-plate waveguide with 48 periodic slots was made of copper plate of 1mm thickness. The dielectric material inside the parallel-plate waveguide was chosen to be paraffin. The experimental radiation pattern for the fbricated antenna was compared with the theoretical results for the finite periodic structure.

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Two-wheelers Detection using Local Cell Histogram Shift and Correlation (국부적 Cell 히스토그램 시프트와 상관관계를 이용한 이륜차 인식)

  • Lee, Sanghun;Lee, Yeunghak;Kim, Taesun;Shim, Jaechang
    • Journal of Korea Multimedia Society
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    • v.17 no.12
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    • pp.1418-1429
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    • 2014
  • In this paper we suggest a new two-wheelers detection algorithm using local cell features. The first, we propose new feature vector matrix extraction algorithm using the correlation two cells based on local cell histogram and shifting from the result of histogram of oriented gradients(HOG). The second, we applied new weighting values which are calculated by the modified histogram intersection showing the similarity of two cells. This paper applied the Adaboost algorithm to make a strong classification from weak classification. In this experiment, we can get the result that the detection rate of the proposed method is higher than that of the traditional method.

Prevalence and Factors Associated with Hog Cholera(Classical Swine Fever) Outbreak in South Eastern Korea in 1996 (대구근교에서 1996년에 발생한 돼지 콜레라의 역학적 특성)

  • Kim Bong-Hwan;Cho Kwang-Hyun;Park Noh-Chan;Kwon Hyun-Il
    • Journal of the korean veterinary medical association
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    • v.33 no.9
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    • pp.544-553
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    • 1997
  • Outbreaks of hog cholera(HC; classical swine fever) in 10 farrow-to-finish farms of regional corporative swine unit in the vicinity of Taegu(southeastern part of Korea) were investigated during the period of 6months from January to June 1996. The disease

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Biofiltration Using Stabilizing Compost of Ammonia Gas from Composting Manure (축분 퇴비화 암모니아 가스의 안정화 퇴비에 의한 생물학적 탈취처리)

  • Hong, Ji Hyung
    • Magazine of the Korean Society of Agricultural Engineers
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    • v.43 no.6
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    • pp.143-153
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    • 2001
  • Hog manure amended with sawdust (moisture 56~60% wet basis, C/N 19-21) was composted in pilot-scale vessels using continuous aeration(CA) and intermittent aeration(IA) for 3 and 4 weeks. In two subsequent runs of the same duration, composts resulting from each of the first runs were used as a biofilter on the exhaust gas from newly composting material. Conditions between each of these paired sets appeared to be similar. Ammonia was released from the biofilter material during the first week of stabilization while the compost produced ammonia after the first week of composting. In both cases substantial absorption, 61~96 %, of ammonia production from the composting raw material was achieved in the stabilizing material during the final weeks of operation and indicates the use of the stabilizing hog manure/sawdust compost as a biofilter can reduce ammonia emissions. Total $NH_3-N$ emissions during run 2 in IA was less than 2/3 of those in CA. Dry solids loss for the stabilized compost (6~8 weeks) was 19~46%.

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Cloning and Sequence Analysis of Hog Cholera Virus(HCV) E2 Gene (돼지 콜레라 바이러스 E2 유전자의 클로닝 및 염기서열분석)

  • 이영기;강신웅;김선원;박성원;이종철;이청호
    • Journal of the Korean Society of Tobacco Science
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    • v.23 no.2
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    • pp.103-108
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    • 2001
  • Hog cholera virus(HCV) was purified from virus infected Bovine kidney cells. From this virus, total protein was analyzed by SDS-PAGE gel electrophoresis and about 55 kDa band of E2 envelope protein was detected. The viral RNA was purified and E2 cDNA was amplified by RT-PCR. E2 cDNA fragment was cloned to PCRII-TOPO cloning vector and named pE2. The analysis of nucleotide sequence showed that this E2 cDNA fragment inserted into pE2 was 1191 nucleotides long and coded 397 amino acids.

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Evaluation of Continuously and Intermittently Aerated Hog Manure Compost Stability in a Pilot-scale Bin Composting System (파일럿 규모 빈 퇴비화 시스템에서 연속 및 간헐 통기 돈분 퇴비의 안정도 평가)

  • Hong, Ji-Hyung
    • Magazine of the Korean Society of Agricultural Engineers
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    • v.40 no.5
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    • pp.100-108
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    • 1998
  • Compost stability represents the state of microbiological activity and measurements of respiration either through $CO_2$ evolution or $O_2$ uptake should provide the best indication of this state. Hog manure amended with sawdust was composted in a pilot-scale reactor vessels using continuous and intermittent aeration for 3 weeks. In this study we evaluated the $CO_2$ respiration rate effect of aeration method on the reduction of $CO_2$ evolution, and investigated the stability of fresh and finished compost for plant growth. The intermittently aerated composting is a practical proposition for a very stable compost making. The $CO_2$ respiration rate in the fresh and finished compost during intermittently aerated composting was maintained from 0.3 to 1.4 and was good for use in horticulture, while the continuously aerated composting was 7 to 23 and needed more time for compost curing.

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Reduction of Ammonia Emissions by Compost Biofilter from the Agitated Bed Composting of Hog Manure

  • J. H. Hong;Park, K. J.;Kim, J. Y.
    • Magazine of the Korean Society of Agricultural Engineers
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    • v.44 no.7
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    • pp.46-52
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    • 2002
  • Manure compost biofilter for reducing ammonia emissions at the active stage of a semi air tight and agitated bed composting of hog manure amended with sawdust were evaluated in the practical composting plant(75 m 5 m $\times$1.4 m deep). During 55 days of composting and biofiltration process, the manure compost biofilter had a ammonia reduction of 91 to 98%. Results showed that the active stage of composting maintained temperatures between 40 and 7$0^{\circ}C$ and fluctuated greatly the ammonia concentrations between 100 and 300 ppm. Ammonia concentrations in manure compost biofiltration reached within a moderate range (2-18 ppm).