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김미정 교수

Mijung Kim

이화여자대학교 통계학과 · 컴퓨터과학

연구실 소개

김미정 교수의 연구실은 신경 은닉 표현 기반의 소수 샷 신시각 합성 기술과 정보 이론적 정규화 기법을 통해 부족한 시점 데이터에서도 정확하고 안정적인 3D 장면 재구성을 추구합니다. 또한 농업 분야에서의 원격 탐사와 작물 모델링의 융합을 통해 범용적이고 정밀한 수확 예측 및 생육 모니터링 기술을 개발하고 있으며, 인적 자원 관리 측면에선 조직 근속 기간과 직원 만족도 간의 비선형 관계를 분석하여 조직 성과 향상에 기여할 수 있는 실천적 통찰을 도출하고자 합니다. 특히, 디자인 개발의 효율성 향상을 위한 기본 패턴 기반 설계 프로세스 개발도 함께 진행하고 있습니다.

신시각 합성원격 탐사농업 모델링조직 근속 기간정보 이론 정규화

연구 현황

논문 수
88
총 인용 수
427
최근 5년 논문
29
주요 분야
컴퓨터과학

연구 성과 추이

표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.

5개년 연도별 논문 게재 수
29총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
168총합
20222023202420252026

주요 논문

15
1
논문|인용수 143·2022
InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering
Mijeong Kim, Seonguk Seo, Bohyung Han
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

We present an information-theoretic regularization technique for few-shot novel view synthesis based on neural im-plicit representation. The proposed approach minimizes potential reconstruction inconsistency that happens due to in-sufficient viewpoints by imposing the entropy constraint of the density in each ray. In addition, to alleviate the poten-tial degenerate issue when all training images are acquired from almost redundant viewpoints, we further incorporate the spatial smoothness constrai

Computer Vision and Pattern RecognitionComputer Science
2
논문|인용수 52·2010
The effect of distribution channel diversification of foreign luxury fashion brands on consumers’ brand value and loyalty in the Korean market
Mijeong Kim, Sookhyun Kim, Yuri Lee
SJR Q1Journal of Retailing and Consumer Services
MarketingBusiness, Management and Accounting
3
논문|인용수 30·2017
Monitoring canopy growth and grain yield of paddy rice in South Korea by using the GRAMI model and high spatial resolution imagery
Mijeong Kim, Jonghan Ko, Seungtaek Jeong, Jong‐Min Yeom, Hyunok Kim
SJR Q1GIScience & Remote SensingOA

Monitoring crop conditions and forecasting crop yields are both important for assessing crop production and for determining appropriate agricultural management practices; however, remote sensing is limited by the resolution, timing, and coverage of satellite images, and crop modeling is limited in its application at regional scales. To resolve these issues, the Gramineae (GRAMI)-rice model, which utilizes remote sensing data, was used in an effort to combine the complementary techniques of remot

EcologyEnvironmental Science
4
논문|인용수 13·2011
The efficiency of the second-order nonlinear least squares estimator and its extension
Mijeong Kim, Yanyuan Ma
SJR Q2Annals of the Institute of Statistical Mathematics
Statistics and ProbabilityMathematics
5
논문|인용수 11·2006
남성 캐주얼 재킷 원형 개발에 관한 연구
김미정, 조진숙

The purpose of the study is to develop the basic pattern of casual jacket for men aged between 25 and 34. Compared to the tailored jackets, casual jackets are designed much more diverse form depending on the target customer, price range and moreover fashion trend. Therefore in order to reduce the cost and time of developing new style, pattern draft from the basic pattern is better approach rather than develop each style form the measurements every time. For men's casual jacket pattern draft, the

6
preprint|인용수 9·2021
InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering
Mijeong Kim, Seonguk Seo, Bohyung Han
arXiv (Cornell University)OA

We present an information-theoretic regularization technique for few-shot novel view synthesis based on neural implicit representation. The proposed approach minimizes potential reconstruction inconsistency that happens due to insufficient viewpoints by imposing the entropy constraint of the density in each ray. In addition, to alleviate the potential degenerate issue when all training images are acquired from almost redundant viewpoints, we further incorporate the spatially smoothness constrain

Computer Vision and Pattern RecognitionComputer Science
7
논문|인용수 9·2004
Consumer response to stockouts in online apparel shopping
Mijeong Kim
OhioLink ETD Center (Ohio Library and Information Network)OA
MarketingBusiness, Management and Accounting
8
논문|인용수 4·2005
Development of information platform server for telematics service provider
Mijeong Kim, Eun‐Kyu Lee, Minsoo Kim, In-Hak Joo
Computer Networks and CommunicationsComputer Science
9
논문|인용수 3·2023
Spectral and Spatial Dependencies in the Validation of Satellite-Based Aerosol Optical Depth from the Geostationary Ocean Color Imager Using the Aerosol Robotic Network
Mijeong Kim, Kyunghwa Lee, Myungje Choi
SJR Q1Remote SensingOA

The regional and global scale of aerosols in the atmosphere can be quantified using the aerosol optical depth (AOD) retrieved from satellite observations. To obtain reliable satellite AODs, conducting consistent validations and refining retrieval algorithms are crucial. AODs and Ångström exponents (AEs) measured with the aerosol robotic network (AERONET) are considered as the ground truth for satellite validations. AERONET AEs are used to collocate the wavelength of the AERONET AODs to those of

Global and Planetary ChangeEnvironmental Science
10
논문|인용수 3·2022
Nonlinear Relationship between Organizational Tenure and Job Satisfaction: Multi-level Analysis
Mijeong Kim, Owwon Park, Sangsuk Oh
Jojik gwa insa gwalli yeongu

As the aging of the workforce accelerates, the average organizational tenure of employees is continuously increasing. Accordingly, it became more important to explore the relationship between organizational tenure and employee attitudes, behaviors, and performance in order to draw implications for practice. Previous studies on the relationship between organizational tenure and job satisfaction have reported contradictory findings. To address the inconsistent results, this study hypothesizes and

Artificial IntelligenceComputer Science
11
논문|인용수 3·2017
Semiparametric efficient estimators in heteroscedastic error models
Mijeong Kim, Yanyuan Ma
SJR Q2Annals of the Institute of Statistical Mathematics
Statistics and ProbabilityMathematics
12
논문|인용수 2·2016
Determination of rice canopy growth based on high resolution satellite images: a case study using RapidEye imagery in Korea
Mijeong Kim, Seungtaek Jeong, Jong‐Min Yeom, Hyunok Kim, Jonghan Ko
SJR Q3AIMS environmental scienceOA

Processing to correct atmospheric effects and classify all constituent pixels in a remote sensing image is required before the image is used to monitor plant growth. The raw image contains artifacts due to atmospheric conditions at the time of acquisition. This study sought to distinguish the canopy growth of paddy rice using RapidEye (BlackBridge, Berlin, Germany) satellite data and investigate practical image correction and classification methods. The RapidEye images were taken over experiment

EcologyEnvironmental Science
13
논문|인용수 2·2018
A Study on Recent Research Trend on Web Accessibility Evaluation in Korea
Mijeong Kim, JaMee Kim
KIPS Transactions on Software and Data EngineeringOA
Health Information ManagementHealth Professions
14
논문|인용수 2·2015
주 단위 보고서 작성이 자기 주도적 학습 능력과 과학에 대한 태도 및 학업 성취도에 미치는 영향
김미정, 우애자

본 연구에서는 주 단위 보고서의 활용 수업이 학생들의 자기 주도적 학습 능력과 과학에 대한 태도 및 학업 성취도에 미치는 영향을 알아보았다. 연구 대상은 고등학교 2학년 자연 계열 학생으로 실험반과 비교반을 각각 3개 반으로 구성하였다. 수업 처치 단원은 화학Ⅰ ‘Ⅳ. 닮은꼴 화학 반응’으로 선정하였고, 총 16차시 수업을 진행하였다. 수업 후 과제로 실험반은 주 단위 보고서를 작성하였고, 비교반은 문제 풀이로 수업내용을 정리하였다. 본 연구의 결과는 다음과 같다. 첫째, 주 단위 보고서를 활용한 수업은 학생들의 자기 주도적 학습 능력의 향상을 가져왔다(p〈.05). 동기 변인과 학습 전략 변인 모두 통계적으로 유의미한 차이를 나타냈고, 총 15개의 하위 영역 중에서 시험 불안과 노력 규제 영역을 제외한 모든 영역에서 통계적으로 유의미한 차이를 보였다. 둘째, 주 단위 보고서를 활용한 수업은 과학에 대한 태도 변화에서는 통계적으로 유의미한 값을 갖지 못했으나(p〉.05), 총 5개의

15
논문|인용수 1·2023
A Study on the Effect of Boss's Coaching Leadership on the Positive Psychological Capital and Organizational Commitment of Organizational Members
Mijeong Kim, Jongwoo Park

Objective: The purpose of this study is to analyze the impact of the boss's coaching leadership on the positive psychological capital and organizational commitment of the members of the organization in order to find out the impact of the boss's coaching leadership on organizational effectiveness in modern organizations.Method: In this study, a survey was conducted on organizational members in the company and the hypothesis was verified using statistical analysis methods. Results: The results of

Leadership and ManagementNursing

대표 연구 분야

Organizational Behavior and Human Resource ManagementComputer Vision and Pattern RecognitionInformation SystemsArtificial IntelligenceEcologySociology and Political Science

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