• Title/Summary/Keyword: Human Attribute Recognition

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Improved Inference for Human Attribute Recognition using Historical Video Frames

  • Ha, Hoang Van;Lee, Jong Weon;Park, Chun-Su
    • Journal of the Semiconductor & Display Technology
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    • v.20 no.3
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    • pp.120-124
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    • 2021
  • Recently, human attribute recognition (HAR) attracts a lot of attention due to its wide application in video surveillance systems. Recent deep-learning-based solutions for HAR require time-consuming training processes. In this paper, we propose a post-processing technique that utilizes the historical video frames to improve prediction results without invoking re-training or modifying existing deep-learning-based classifiers. Experiment results on a large-scale benchmark dataset show the effectiveness of our proposed method.

Human Action Recognition Bases on Local Action Attributes

  • Zhang, Jing;Lin, Hong;Nie, Weizhi;Chaisorn, Lekha;Wong, Yongkang;Kankanhalli, Mohan S
    • Journal of Electrical Engineering and Technology
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    • v.10 no.3
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    • pp.1264-1274
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    • 2015
  • Human action recognition received many interest in the computer vision community. Most of the existing methods focus on either construct robust descriptor from the temporal domain, or computational method to exploit the discriminative power of the descriptor. In this paper we explore the idea of using local action attributes to form an action descriptor, where an action is no longer characterized with the motion changes in the temporal domain but the local semantic description of the action. We propose an novel framework where introduces local action attributes to represent an action for the final human action categorization. The local action attributes are defined for each body part which are independent from the global action. The resulting attribute descriptor is used to jointly model human action to achieve robust performance. In addition, we conduct some study on the impact of using body local and global low-level feature for the aforementioned attributes. Experiments on the KTH dataset and the MV-TJU dataset show that our local action attribute based descriptor improve action recognition performance.

An Implementation of Lip Print Recognition system using VHDL (VHDL을 이용한 구순문 인식 시스템의 구현 연구)

  • Choi, Woo-Jin;Chung, Chin-Hyun
    • Proceedings of the KIEE Conference
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    • 1999.07g
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    • pp.2935-2937
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    • 1999
  • The human has recognizable part of body such as a fingerprint, a crimson, a blood vessel. This part has been investigated constantly, its confidence for personal recognition is high. In spite of specialized part of human body, a lip print recognition is developed less than the other physical attribute that is a fingerprint. a voice pattern, a retinal blood-vessel pattern, or a facial recognition. This paper is to implement hardware for lip print recognition system using VHDL.

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Hangul Recognition using Syntax Analysis and Pattern Classification (구문분석과 패턴분류를 이용한 한글인식)

  • Kang, Hyun-Chul;Choi, Dong-Hyuk;Lee, Wan-Joo;Park, Kyu-Tae
    • Annual Conference on Human and Language Technology
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    • 1989.10a
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    • pp.197-202
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    • 1989
  • 한글에서 발생하는 자소의 접촉에 의한 오인식을 해결하기 위하여, 접촉점을 중심으로 원소를 변환하여, 확장 가능한 구조를 모두 검증하고, 수락된 후보패턴에 대하여 가장 근접한 패턴 클래스로 할당하는 한글 인식방법을 제안한다. 프로그램드 배열운법을 이용하여 화소의 2차원 배열에서 입력패턴을 인식하고, PEACE(Primitive-Extraction and Attribute-Computation Embeded ) 파싱을 이용하여, 원소(primitive)의 추출과 숙성 (attribute)의 계산을 구문분석 과정에 통합하고, 전체 시스템이 동적인 구조를 갖게하여, 1차원 스트링으로의 변환에 따르는 패턴의 변형과 부가적인 노력을 억제한다.

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The Expression 'Yeok-goon-eun[亦君恩]' and the World of Experience ('역군은(亦君恩)' 표현과 경험의 세계 -관념적 표현의 교육적 자질에 대한 소고(小考)-)

  • Choi, Hong-won
    • Journal of Korean Classical Literature and Education
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    • no.16
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    • pp.117-145
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    • 2008
  • This study aims at searching for educational quality of abstract expression from the expression 'Yeok-goon-eun'[亦君恩/ also the king's mercy] which appears frequently in the classics. I clarified that the expression can be used to mean not only eulogy and missing the king, which is a conventional phrase, but also cynicism or excuse for oneself, curative response and so forth. In other words, the symbol, 'Yeok-goon-eun', has a variety of meanings according to readers and contexts. Like the example of the expression 'Yeok-goon-eun', the expressions of the classics in itself imply deep meanings to experience. They do not correspond to contemporary words which are familiar to current readers. Thus, the expressions of the classics have to be experienced by learners. In specific, 'Yeok-goon-eun' provides the present learners with special experience such as perception and attitude about the world, relationship between the nature and human beings, and cultural practices which attribute to the other. Such perspective of experience has been focussed on that the expressions in the classics have the world of understanding and recognition which is quite different from the present beyond the side of communication and delivery. It offers significant viewpoint in relation to value and quality of classic literature education.

Development of In-wheel Actuator for Active Walking Aids Equipped with Torque Sensor for User Intention Recognition (토크센서 기반 사용자의도 파악이 가능한 보행보조기용 인휠 구동기 개발)

  • Lim, Seung-Hwan;Kim, Tae-Keun;Kim, Dong Yeop;Hwang, Jung-Hoon;Kim, Bong-Seok;Park, Chang Woo;Lee, Jae-Min;Hong, Daehie
    • Journal of the Korean Society for Precision Engineering
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    • v.31 no.12
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    • pp.1141-1146
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    • 2014
  • As life expectancy becomes longer, reduction of human muscular strength threatens quality of human life. Many robotic devices have thus been developed to support and help human daily life. This paper deals with a new type of in-wheel actuator that can be effectively used for the robotic devices. BLDC motor, drive board, brake, ARS (Attribute Reference System), and torque sensor are combined in the single actuator module. The torque sensor is used to recognize human intention and the in-wheel actuator drives walking aids in our system. Its feasibility was tested with the active walking aid device equipped with the in-wheel actuator. Based on it, we designed an admittance filter algorithm to react on uphill and downhill drive. By adjusting mass, damping, and spring parameters in accordance with the ARS output, it provided convenient drive to the old on uphill and downhill walks.

Feature extraction motivated by human information processing method and application to handwritter character recognition (인간의 정보처리 방법에 기반한 특징추출 및 필기체 문자인식에의 응용)

  • 윤성수;변혜란;이일병
    • Korean Journal of Cognitive Science
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    • v.9 no.1
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    • pp.1-11
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    • 1998
  • In this paper, the features which are thought to be used by humans based on the psychological experiment of human information processing are applied to character recognition problem. Man will deal with a little large area information as well as pixel by pixel information. Therefore we define the feature that represents a little wide region I information called region feature, and combine the features derived from region feature and pixel by pixel features that have been used by now. The features we used are the result of region feature based preanalysis, mesh with region attributes, cross distance difference and gradient. The training and test data in the experiment are handwritten Korean alphabets, digits and English alphabets, which are trained on neural network using back propagation algorithm and recognition results are 90.27-93.25%, 98.00% and 79.73-85.75%, respectively Experimental results show that the feature we are suggesting in this paper is 1-2% better than UDLRH feature similar in attribute to region feature, and the tendency of misrecognition is more easily acceptable by humans.

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The Effects of the Attributes of Korean Celebrity Advertising Models on Chinese Consumer's Intention to Purchase Korean Fashion Brands (한국 연예인 광고모델 속성이 중국 소비자 한국 패션브랜드 구매도에 미치는 영향)

  • Kwon, Yoo-Jin;Hong, Byung-Sook;Seo, Si-Won;Cho, Mi-Ae
    • Journal of the Korean Society of Clothing and Textiles
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    • v.33 no.3
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    • pp.477-488
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    • 2009
  • As the Korean cultural contents, such as drama, films, music, gained popularity in China, Korean fashion brands used Korean celebrities as their models to as a sales promotion strategy for Chinese consumers. With the point of view that the advertising model as a human capital as well, the purpose of this study is to investigate the factors of attributes of Korean celebrity advertising model, and to analyze effects on fashion brand recognition, preference, trust and purchase intention. With convenience sampling, the research surveyed Shanghai consumers in their 20's to early 30's who had purchased Korean fashion items. The 291 responses were analyzed by frequency analysis, reliability test, factor analysis, multiple regression analysis, The results are as follows. Frist, Korean celebrity advertising model attribute factors were divided into similarity, familiarity, popularity, attractiveness and trust. Second, the brand recognition was affected by similarity, familiarity and popularity factors, and the brand preference was affected by similarity, familiarity, popularity and attractiveness factors. Third, the trust of Korean fashion brands was affected by similarity, familiarity, attractiveness, trust, brand recognition and brand preference. Lastly, the intention to purchase Korean Fashion brand was affected by similarity, familiarity, attractiveness, brand recognition, brand preference and brand trust.

Represented by the Color Image Emotion Emotional Attributes of Size, Quantification Algorithm (이미지의 색채 감성속성을 이용한 대표감성크기 정량화 알고리즘)

  • Lee, Yean-Ran
    • Cartoon and Animation Studies
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    • s.39
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    • pp.393-412
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    • 2015
  • See and feel the emotion recognition is the image of a person variously changed according to the environment, personal disposition. Thus, the image recognition has been focused on the emotional sensibilities computer you want to control the number studies. However, existing emotional computing model is numbered and the objective is clearly insufficient measurement conditions. Thus, through quantifiable image Emotion Recognition and emotion computing, is a study of the situation requires an objective assessment scheme. In this paper, the sensitivity was represented by numbered sizes quantified according to the image recognition calculation emotion. So apply the principal attributes of the color image emotion recognition as a configuration parameter. In addition, in calculating the color sensitivity by applying a digital computing focused research. Image color emotion computing research approach is the color of emotion attribute, brightness, and saturation reflects the weighted according to importance to the emotional scores. And free-degree by applying the sensitivity point to the image sensitivity formula (X), the tone (Y-axis) is calculated as a number system. There pleasure degree (X-axis), the tension and position the position of the image point that the sensitivity of the emotional coordinate crossing (Y-axis). Image color coordinates by applying the core emotional effect of Russell (Core Affect) is based on the 16 main representatives emotion. Thus, the image recognition sensitivity and compares the number size. Depending on the magnitude of the sensitivity scores demonstrate this sensitivity must change. Compare the way the images are divided up the top five of emotion recognition emotion emotions associated with 16 representatives, and representatives analyzed the concentrated emotion sizes. Future studies are needed emotional computing method of calculation to be more similar sensibility and human emotion recognition.

A Study for the Role Enhancement of Military Geography as an Applied Geography (응용지리학으로서의 군사지리학 역할 제고에 관한 연구)

  • Hwang, Sung-Han;Kim, Man Kyu
    • Journal of the Korean Geographical Society
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    • v.50 no.1
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    • pp.105-122
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    • 2015
  • Military geography has been recognized a part of applied geography appeared in 1960s by the viewpoint applying geographical science technology and knowledge for war. But the contribution for war accompanying violence caused negative recognition in moral viewpoint and led stagnation of military geography's study. Therefore this paper has researched a method improving the role of military geography as a part of applied geography and considered the essential meaning of the military geography's role in the relationship between war and military sciences. Based on this consideration, this paper proposed a research direction necessary for the role contributing human development beyond the viewpoint focusing contribution for war. The result of this study confirmed the characters of the military geography's elements have two attributes contributing for war victory or improving human life quality. Military geography has laid emphasis for usability to war contribution until now and caused unsatisfactoriness of morality. But military geography can complement this unsatisfactoriness by the extension of the role contributing human life quality. This study could examine the possibility doing the role contributing for both war and peace as a intact science.

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