• Title/Summary/Keyword: 동물 감정 인식

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A Deep Learning System for Emotional Cat Sound Classification and Generation (감정별 고양이 소리 분류 및 생성 딥러닝 시스템)

  • Joo Yong Shim;SungKi Lim;Jong-Kook Kim
    • The Transactions of the Korea Information Processing Society
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    • v.13 no.10
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    • pp.492-496
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    • 2024
  • Cats are known to express their emotions through a variety of vocalizations during interactions. These sounds reflect their emotional states, making the understanding and interpretation of these sounds crucial for more effective communication. Recent advancements in artificial intelligence has introduced research related to emotion recognition, particularly focusing on the analysis of voice data using deep learning models. Building on this background, the study aims to develop a deep learning system that classifies and generates cat sounds based on their emotional content. The classification model is trained to accurately categorize cat vocalizations by emotion. The sound generation model, which uses deep learning based models such as SampleRNN, is designed to produce cat sounds that reflect specific emotional states. The study finally proposes an integrated system that takes recorded cat vocalizations, classify them by emotion, and generate cat sounds based on user requirements.

Implementation of Pet Management System including Deep Learning-based Breed and Emotion Recognition SNS (딥러닝 기반 품종 및 감정인식 SNS를 포함하는 애완동물 관리 시스템 구현)

  • Inhwan Jung;Kitae Hwang;Jae-Moon Lee
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.23 no.3
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    • pp.45-50
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    • 2023
  • As the ownership of pets has steadily increased in recent years, the need for an effective pet management system has grown. In this study, we propose a pet management system with a deep learning-based emotion recognition SNS. The system detects emotions through pet facial expressions using a convolutional neural network (CNN) and shares them with a user community through SNS. Through SNS, pet owners can connect with other users, share their experiences, and receive support and advice for pet management. Additionally, the system provides comprehensive pet management, including tracking pet health and vaccination and reservation reminders. Furthermore, we added a function to manage and share pet walking records so that pet owners can share their walking experiences with other users. This study demonstrates the potential of utilizing AI technology to improve pet management systems and enhance the well-being of pets and their owners.

The Emotion Inference Model Bassed using Neural Network (신경망을 이용한 감정추론 모델)

  • 김상헌;정재영;이원호;이형우;노태정
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2004.10a
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    • pp.309-312
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    • 2004
  • 본 논문에서는 인간과 로봇의 상호작용을 위해 감정에 기반한 감정 처리 모델을 설계하였다. 감정 재현 기술은 사용자에게 친근감을 주기 위해 로봇 시스템이 제스처, 표정을 통하여 사람이나 동물의 감성과 동작을 표현하는 분야이다. 로봇이 감정을 표현하는 문제에는 많은 심리학적, 해부학적, 공학적 문제가 관련된다. 여러가지 애매모호한 상황임에 불구하고 심리학자인 Ekman과 Friesen에 의해 사람의 여섯 가지 기본 표정이 놀람, 공포, 혐오, 행복감, 두려움, 슬픔은 문화에 영향을 받지 않고 공통적으로 인식되는 보편성을 가지고 있는 것으로 연구됐다. 사람의 행동에 대한 로봇의 반응이 학습되어 감정모델이 결정되고, 그 결과가 행동결정에 영향을 주어 로봇의 행동에 반영되도록 하였다. 본 논문에서는 인간과 로봇과의 상호작용을 통해 정보를 축적하고 인간의 반응에 적응해나 갈 수 있는 감정 처리 모델을 제안한다.

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A Detection of Behavior and Emotion for Companion animal using AI (AI 기법을 이용한 반려동물의 행동 및 감정 탐지)

  • Lee, Jeong-Woo;Lee, Ha-Rang;Shin, Dong-Jin;Weon, IL-Yong
    • Annual Conference of KIPS
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    • 2022.11a
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    • pp.580-582
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    • 2022
  • 본 본문은 영상을 통해 반려동물의 행동과 감정을 인식하는 연구이다. 이러한 연구는 반려동물과 인간의 삶을 향상시키는데 도움을 줄 수 있다. 제안된 시스템의 유용성은 실험을 통해 검증하였고, 어느 정도 의미 있는 결과를 얻을 수 있었다.

VR Companion Animal Communion System for Pet Loss Syndrome (펫로스 증후군을 위한 VR 반려동물 교감 시스템)

  • Choi, Hyeong-Mun;Moon, Mikyeong;Lee, Gun-ho
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2021.07a
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    • pp.563-564
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    • 2021
  • 반려동물 보유 가구 수가 증가하면서 반려동물의 상실로 인한 펫로스 증후군을 호소하는 반려인 또한 증가하고 있다. 펫로스 증후군을 치유하기 위해 반려동물을 가상으로라도 만나서 평소에 하던 말과 행동을 할 수 있도록 하여 차츰 이별을 할 수 있도록 할 필요가 있다. 본 논문에서는 VR을 통하여 반려인이 3D로 모델링 된 반려동물과 직접 교감할 수 있는 시스템에 대한 연구 내용을 기술한다. 이 시스템을 통해 떠나보낸 반려동물과 평소와 같은 말과 행동을 할 수 있도록 도와주어 감정의 정화를 서서히 할 수 있도록 해준다.

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Research on Personalized AI Pet (사용자 특화 AI 반려동물에 관한 연구)

  • Uijin Kim;Heejin Jang;Jonghyun Park;Minjae Kang;Yeji Kim;Hyunyoung Oh
    • Annual Conference of KIPS
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    • 2024.05a
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    • pp.737-738
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    • 2024
  • 본 연구는 사용자의 감정을 인식하고, 개인화된 행동을 학습하는 AI 반려동물 시스템을 제안한다. DQN 을 이용한 강화학습을 통해 사용자의 피드백에 따라 행동을 변화시키며, 보다 자연스럽고 흥미로운 상호작용을 가능하게 한다. 이를 통해 기존의 정형화된 로봇 반려동물의 한계를 극복하고 사용자에게 맞춤형 경험을 제공하는 AI 반려동물 개발에 기여하고자 한다.

The Effects of Animal Experience Activities on Young Children's Emotional Intelligence and Resilience (동물체험활동이 유아의 정서지능 및 심리적 건강성에 미치는 영향)

  • Lee, Soeun;Lim, Hui Yoon
    • Korean Journal of Childcare and Education
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    • v.10 no.3
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    • pp.121-135
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    • 2014
  • The purpose of this study was to investigate the effects of animal experience activities on young children's emotional intelligence and resilience. Seventy 3- and 4-year-olds were divided into experimental group in which children participated 12 times in animal experience activities, and control group. Data were analyzed by mean, t-test and ANCOVA. The results revealed that children with animal experience activities got higher scores in emotional intelligence including utilization of emotion, recognition and consideration of others' emotion, recognition and expression of self emotion, and emotional adjustment and impulse control. In addition, 4-year-olds scored higher in resilience than 3-year-olds, and the interaction effect between group and age indicated that the positive effects of animal experience activities were more significant in 4-year-olds.

The living things in Saseol sijo and the writer's recognition of living things (사설시조의 '산것들'과 그들에 대한 작가인식)

  • Lee Jeong-Og
    • Sijohaknonchong
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    • v.20
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    • pp.29-50
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    • 2004
  • When we discuss the literature of traditional era in view of ecological mode, Saseol sijo and its common writers were not objects of interests because they were thought only as having the view of the world or nature the same as the noble class and their normal sijo writings had. Also the living things in Saseol sijo were not paid attention to. They were ignored and degraded because they were unfittable and unnatural poetic diction, or they were nonpoetic results of objects. Any critics could not recognize the breathing things as 'the living ones' or 'the subjective things' in the text. In Saseol sijo, the appearance of experienced, substantial and usual animals attract our interest, which is a clue to compare the noble class' sijo with having the ideal and imaginary living things. This study discussed the writer's view and recognition of 'the living things' in Saseol sijo. In this essay 'the living things' mean living and moving creatures. First 'the living things' in Saseol sijo were the creatures of daily life and experience. They were not ideal or dreamy creatures any longer to the writers of Saseol sijo. In Saseol sijo it's possible for creatures which ecological symbiosis cannot be made to appear together. On the contrary there are texts which had outstanding recognition of 'the living things' that were accustomed to the human life. The writers of Saseol sijo understood 'the living things' as creatures familiar to human beings. Their warm and affectionate eyes toward the creatures made 'the living things' the objects of identification and sympathy. There are some works which were complicated with love and hatred toward 'the living things'. In conclusion, the life of Saseol sijo writers were the same as the symbiosis with the living creatures.

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Liaohe National Park based on big data visualization Visitor Perception Study

  • Qi-Wei Jing;Zi-Yang Liu;Cheng-Kang Zheng
    • Journal of the Korea Society of Computer and Information
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    • v.28 no.4
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    • pp.133-142
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    • 2023
  • National parks are one of the important types of protected area management systems established by IUCN and a management model for implementing effective conservation and sustainable use of natural and cultural heritage in countries around the world, and they assume important roles in conservation, scientific research, education, recreation and driving community development. In the context of big data, this study takes China's Liaohe National Park, a typical representative of global coastal wetlands, as a case study, and using Python technology to collect tourists' travelogues and reviews from major OTA websites in China as a source. The text spans from 2015 to 2022 and contains 2998 reviews with 166,588 words in total. The results show that wildlife resources, natural landscape, wetland ecology and the fishing and hunting culture of northern China are fully reflected in the perceptions of visitors to Liaohe National Park; visitors have strong positive feelings toward Liaohe National Park, but there is still much room for improvement in supporting services and facilities, public education and visitor experience and participation.

A Study on Plant Symbolism Expressed in Korean Sokwha (Folk Painting) (한국 속화(俗畵)(민화(民畵))에 표현된 식물의 상징성에 관한 연구)

  • Gil, Geum-Sun;Kim, Jae-Sik
    • Journal of the Korean Institute of Traditional Landscape Architecture
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    • v.29 no.2
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    • pp.81-89
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    • 2011
  • The results of tracking the symbolism of plants in the introduction factors of Sokhwa(folk painting) are as the following. 1. The term Sokhwa(俗畵) is not only a type of painting with a strong local customs, but also carries a symbolic meaning and was discovered in "Donggukisanggukjip" of Lee, Gyu-Bo(1268~1241) in the Goryo era as well as the various usage in the "Sok Dongmunseon" in the early Chosun era, "Sasukjaejip" of Gang, Hee-mang(1424~1483), "Ilseongrok(1786)" in the late Chosun era, "Jajeo(自著)" of Yoo, Han-joon(1732~1811), and "Ojuyeonmunjangjeonsango(五洲衍文長箋散稿)" of Lee, Gyu-gyung(1788~?). Especially, according to the Jebyungjoksokhwa allegation〈題屛簇俗畵辯證說〉in the Seohwa of the Insa Edition of Ojuyeonmunjangjeonsango, there is a record that the "people called them Sokhwa." 2. Contemporarily, the Korean Sokhwa underwent the prehistoric age that primitively reflected the natural perspective on agricultural culture, the period of Three States that expressed the philosophy of the eternal spirits and reflected the view on the universe in colored pictures, the Goryo Era that religiously expressed the abstract shapes and supernatural patterns in spacein symbolism, and the Chosun Era that established the traditional Korean identity of natural perspective, aesthetic values and symbolism in a complex integration in the popular culture over time. 3. The materials that were analyzed in 1,009 pieces of Korean Sokhwa showed 35 species of plants, 37 species of animals, 6 types of natural objects and other 5 types with a total of 83 types. 4. The shape aesthetics according to the aesthetic analysis of the plants in Sokhwa reflect the primitive world view of Yin/yang and the Five Elements in the peony paintings and dynamic refinement and biological harmonies in the maehwado; the composition aesthetics show complex multi-perspective composition with a strong noteworthiness in the bookshelf paintings, a strong contrast of colors with reverse perspective drawing in the battlefield paintings, and the symmetric beauty of simple orderly patterns in nature and artificial objects with straight and oblique lines are shown in the leisurely reading paintings. In terms of color aesthetics, the five colors of directions - east, west, south, north and the center - or the five basic colors - red, blue, yellow, white and black - are often utilized in ritual or religious manners or symbolically substitute the relative relationships with natural laws. 5. The introduction methods in the Korean Sokhwa exceed the simple imitation of the natural shapes and have been sublimated to the symbolism that is related to nature based on the colloquial artistic characteristics with the suspicion of the essence in the universe. Therefore, the symbolism of the plants and animals in the Korean Sokhwas is a symbolic recognition system, not a scientific recognition system with a free and unique expression with a complex interaction among religious, philosophical, ecological and ideological aspects, as a identity of the group culture of Koreans where the past and the future coexist in the present. This is why the Koran Sokhwa or the folk paintings can be called a cultural identity and can also be interpreted as a natural and folk meaningful scenic factor that has naturally integrated into our cultural lifestyle. However, the Sokhwa(folk paintings) that had been closely related to our lifestyle drastically lost its meaning and emotions through the transitions over time. As the living lifestyle predominantly became the apartment culture and in the historical situations where the confusion of the identity has deepened, the aesthetic and the symbolic values of the Sokhwa folk paintings have the appropriateness to be transmitted as the symbolic assets that protect our spiritual affluence and establish our identity.