Bishal Ranjan Swain, Kyung Joo Cheoi, Jaepil Ko, "SAM Guided Task-Specific Enhanced Nuclei Segmentation in Digital Pathology", Medical Image Computing and Computer Assisted Intervention (MICCAI 2024), Marrakesh, Morroco, 6-10 Oct. 2024. -Keywords: 의료영상, 영상분할, 세포핵분할
Bishal Ranjan Swain, Kyung Joo Cheoi, Jaepil Ko, "Nuclei Segmentation in Histopathological Images with Enhanced U-Net3+", Medical Imaging with Deep Learning (MIDL), Paris, France, 3-5 July, 2024. -Keywords: 의료영상, 영상분할, 세포핵분할
Bishal Ranjan Swain, Kyung Joo Cheoi, Jaepil Ko,Phase Fraction Calculation in Multiphase Steel Microstructures Through Semantic Segmentation", IEEE ICASI 2024, Kyoto, Japan, 17-21 April, 2024. -Keywords: Microscopy Image Segmentation,Semantic Segmentation, Fraction Of Phase
임정현, 차경애, 고재필, 홍원기, "한국형 멀티모달 몽타주 앱을 위한 생성형 AI 연구", Journal of Service Research and Studies, Vol. 14, No. 1, pp. 13-26, 2024.3. (KCI) -Keywords: 생성형 AI 모델, 몽타주 영상
김태호, 장세동, 유재환, 김병현, 고재필, "위성 데이터와 ClimaX를 사용한 강우사상 생성", 제36회 영상처리 및 이해에관한 워크샵, 1.31~2.2, 제주, 2024.
강민혜, 홍원기, 고재필, "저가 카메라를 이용한 스마트 장난감 게임을 위한 모형 자동차 인식", 대한임베디드공학회논문지, Vol. 19, No. 1, pp. 27-32, 2024.2 (KCI) -Keywords: 스마트게임, 저가카메라, 물체인식
Minseong Jeon, Jaepil Ko, Kyungjoo Cheoi, "Enhancing Surveillance Systems: Integration of Object, Behavior, and Space Information in Captions for Advanced Risk Assessment", sensors, Vol. 24, No. 292, pp. 2-17, Jan. 2024. (SCI) -Keywords: CCTV감시, 영상분석, 비전-언어모델(VLM)
전민성, 고재필, 최경주, "이미지 캡셔닝 기반의 새로운 위험도 측정 모델", 정보시스템연구논문지, Vol. 32, No. 4, pp.119-136, Dec. 2023. (KCI) -Keywords: 영상캡션, CCTV 위험예측
Bishal Ranjan Swain, Dahee Cho, Joongcheul Park, Jae-Seung Roh and Jaepil Ko, "Complex-Phase Steel Microstructure Segmentation Using UNet: Analysis across Different Magnifications and Steel Types", materials, Vol. 16, No. 7254, pp. 1-22, Nov. 2023. (SCI) -Keywords: 철강다중상분석, 영상분할, 입도분석
김태호, 김병현, 고재필, "도시침수 수치해석기 데이터를 활용한 UNet 기반 도시침수예측", 2023 한국컴퓨터종합학술대회, 6.17~6.20, 제주, 2023. -Keywords: 강우량 예측, 강우강도, 도시침수 예측
강민혜, 최경주, 고재필, "저비용 UVC 카메라를 이용한 다위치 및 다부품 동시 비전검사", 한국멀티미디어학회논문지, Vol. 26, No. 9, pp. 1097-1104, Sep. 2023. (KCI) -Keywords: 비전검사, 불량검사, 저가 카메라, UVC 카메라
윤종학, 고재필, 최경주, "3D-U2Net 기반 새로운 뇌종양 분할모델", 한국멀티미디어학회논문지, Vol. 26, No. 3, pp. 449-456, Mar. 2023. (KCI) -Keywords: 의료영상, 뇌영상, CT영상, 3D, 뇌종양
MILKISA YEBASSE, KYUNG JOO CHEOI, AND JAEPIL KO, "Malaria Disease Cell Classification with Highlighting Small Infected Regions", IEEE Access, Vol. 11, pp. 15945-15953, Feb. 2023. (SCI) -Keywords: 말라리아, 셀분류, 의료영상
강민혜, 김태호, 이희재, 고재필, "STEFFAN 기반의 장면 내 한국어 글자 편집", 제35회 영상처리 및 이해에 관한 워크샵, 2.8~2.10, 제주, 2023. -Keywords: 비디오 편집, 글자삽입, 광고문구 삽입
Taeho Kim, Youjin Kim, Sehan Kim and Jaepil Ko, "Estimation of Number of Pigs Taking in Feed Using Posture Filtration", sensors, Vol. 23, No. 238, pp. 2~14, Dec. 2022. (SCI) -Keywords: 스마트팜, 가축영상, 돼지활동 분석
배준현, 김태호, 홍원기, 고재필, "잡음 강도별 딥러닝 모델의 음성향상 성능비교", The 17th IeMeK Symposium on Embedded Tehcnology(ISET2022), 5.19~5.21, 2022. -Keywords: 음성향상, 노이즈제거
소로, 고재필, "타이어 밴드 직물의 불량유형 분류를 위한 불량 픽셀 하이라이팅", 한국항행학회논문지, Vol. 22, No. 2, pp. 113~118, 2022.4. (KCI) -Keywords: 불량검출, 머신비전
이희재, 김태호, 밀키사, 김유진, 고재필, "돼지 이상징후 탐지를 위한 비디오 기반 돼지 활동량 및 응집도 측정", 2021 대한임베디드공학회추계학술대회, 11.10~11.12, 2021. -Keywords: 스마트팜, 가축영상, 돼지영상 분석
Kyung Joo Cheoi, Jaepil Ko, "Saliency-Based Attention Model Under Complex Textures", Computer Science and Information Systems, Vol. 18, No. 2, pp. 379-399, 2021. (SCI)
Jaepil Ko, Kyung Joo Cheoi, "Image-processing based Facial Imperfection Region Detection and Segmentation", MULTIMEDIA TOOLS AND APPLICATIONS, Vol. 80, pp. 34283-34296, 2021. (SCI) -Keywords: 얼굴인식
Milkisa Yebasse, Birhanu Shimelis, Henok Warku, Jaepil Ko and Kyung Joo Cheoi, "Coffee Disease Visualization and Classification", plants, Vol. 10, No. 1257, pp. 2~13, 2021.7. (SCI) -Keywords: 스마트팜, 병충해 진단
류상수, 배준현, 홍원기, 고재필, "스마트 토이를 위한 장난감 자동차 인식 시스템", The 16th IeMeK Symposium on Embedded Tehcnology(ISET2021), 5.27~5.28, 2021. -Keywords: 스마트토이, 저가카메라, 노출조정
배준현, 홍원기, 고재필, "카메라 식별 가능 사진을 위한 코드탑재 및 검출", 한국항행학회논문지, Vol. 25, No.2 pp. 156-161, 2021.4. (KCI) -Keywords: 이미지코드, 워터마킹, 코드임베딩, 코드검출
Kyung Joo Cheoi, H-Y Choi, Jaepil Ko, "Empirical Remarks on the Translational Equivariance of Convolutional Layers", applied science, Vol. 10, No.9, 3161, 2020. (SCI) -Keywords: Equivariance, CNN, 딥러닝
A. Abduraimjonov, H. Choi, J. Ko, "Extending Input Channel Using Global Feature Image for Convolutional Neural Networks", Int'l Conf. on Image and Vision Computing New Zealand (IVCNZ), Dunedin, New Zealand, pp.1-4, 02-04 Dec. 2019. -Keywords: 컨디셔닝, 딥러닝
Jaepil Ko, Jung-Ho Ahn, Won-Kee Hong, "Integral Histogram-based Framework for Rapid Object Tracking", Journal of the Korea Industrial Information Systems Research, Vol. 20, No. 2, pp.45-56, 2015. (Korean) -Keywords: 객체검출, 객체추적
C. Lee, J. Ko, T. Choe, "Two-way portioning of a recursive Gaussian filter in CUDA", EURASIP Journal on Image and Video Processing, 2014. (SCI) -Keywords: 영상처리, 필터설계
Won-Kee Hong, Tae-Hwan Kim, Jaepil Ko, "Design and Evaluation of Telematics User Interface for Ubiquitous Vehicle", Journal of the Korea Industrial Information Systems Research, Vol. 19, No. 3, pp.9-15, 2014. (KCI)
Jaepil Ko, "Fusion of Dehazing and Retinex using Transmission for Visibility Enhancement", 8th Int'l Conf. on Computer Vision Theory and Applications (VISAPP), Vol. 1, pp. 122-125, 2013. -Keywords: 영상처리, 화질개선
Jaepil Ko, Jung-Ho Ahn, Il-Yoing Lee, Sung-Hyun Kim, "A Histogram-based Object Tracking for Mobile Platform", Journal of Korea Multimedia Society, Vol. 15, No. 8, pp.986-995, 2012. (Korean) (KCI) -Keywords: 객체검출, 객체추적
B. Suvdaa, J. Ko, "Accurate Face Pose Estimation and Synthesis Using Linear Transform Among Face Models", Journal of Korea Multimedia Society, Vol. 15, No. 4, pp. 508-515, 2012. (Korean) (KCI) -Keywords: 얼굴인식, 포즈인식
Jung-Ho Ahn, Jaepil Ko,"A Study on Tangible Gesture Interface Prototype Development of the Quiz Game", Journal of Digital Contents Society, Vol. 13, No. 2, pp. 235-245, 2012. (Korean) (KCI) -Keywords: 제스처인식
Jung-Ho Ahn, Jaepil Ko, Il-Yoing Lee, Sung-Hyun Kim, "A fast continuous auto focus algorithm using the state transition model", Pacific Science Review, Vol. 13, pp. 125-130, 2011. -Keywords: 카메라자동초점, 상태전환모델
B. Suvdaa, J. Ko, "A comparison of Distance metric Learning methods for Face Recognition", Journal of Korea Multimedia Society**, Vol. 14, No. 6, 2011. (Korean) (KCI) -Keywords: 거리함수학습, 머신러닝
J. Yang, J. Ko, H. Byun, "Collaborative Local Active Appearance Models for Illuminated Face Images", Journal of Korea Information Science Society: Software and Applications, Vol. 36, No. 10, pp. 816-814, 2009. (Korean) (KCI) -Keywords: Active Apearance Model(AAM), 얼굴합성, 조명보정
A. Lim, J. Ko, "A System for Recognizing Sunglass and Mask of an ATM user", Journal of Korea Multimedia Society, Vol. 11, No. 1, pp.34-43, 2008. (Korean) (KCI)
M. Park, J. Ko, "Facial Expression Recognition with Instance-based Learning Based on Regional-Variation Characteristics Using Models-based Feature Extraction", Journal of Korea Multimedia Society, Vol. 9, No. 11, pp.1465-1473, 2006. (Korean) (KCI) -Keywords: 표정인식
J. Ko, "Solving Multi-class Problem using Support Vector Machines", Journal of Korea Information Science Society: Software and Applications, Vol. 32, No. 12, pp. 1260-1271, 2005. (Korean) (KCI) -Keywords: SVM, 다중분류기
J. Ko, E. Kim, "On ECOC as Binary Ensemble Classifiers", IAPR Int'l Conf. on Machine Learning and Data Mining (ICDM), Leipzig, Germany, July 9-11, 2005, LNCS 3587, pp. 1-10. -Keywords: 앙상블머신, 다중분류기
E. Kim, J. Ko, "Dynamic Classifier Integration Method", 6th Int'l Workshop on Mutiple Classifier Systems (MCS), Seaside, CA, USA, June 13-15, 2005, LNCS 3541, pp. 97-107. -Keywords: 앙상블머신, 다중분류기
Jaepil Ko, Hyeran Byun, "Sequential Fusion of Output Coding Methods and Its Application to Face Recognition", IEICE Trans. on Information and Systems, Special Issue on Machine Vision Applications, Vol.E87-D, No.1, pp. 121- 128, Jan. 2004. (SCI) -Keywords: 얼굴인식, SVM, 머신러닝
Jaepil Ko, Eunju Kim, Hyeran Byun, "Normalization of Face Images Subject to Directional Illumination using Linear Model", Journal of Korea Information Science Society: Software and Applications, Vol.31, No.1, pp.54-60, 2004. (Korean) (KCI) -Keywords: 얼굴인식
Jaepil Ko, Eunju Kim, Hyeran Byun,"Improving N-Division Output coding for Multiclass Learning Problems", Proc. of the 17th Int'l Conf. on Pattern Recognition (ICPR), Vol. 3, pp. 470-473, Cambridge, UK, 23-26 Aug., 2004. -Keywords: SVM, 머신러닝
Jaepil Ko, Hyeran Byun, "Empirical Remarks on Output Coding Methods for Face Recognition", Proc. of the 6th Int'l Conf. on Automatic Face and Gesture Recognition (AFGR) , pp. 333-338, Seoul, KR, 17-19 May., 2004. -Keywords: 다중분류기, 얼굴인식
Jaepil Ko, Hyeran Byun, "N-division output coding method applied to face recognition", Pattern Recognition Letters, Vol. 24, No. 16, pp. 3115-3123, Dec., 2003. (SCI) -Keywords: 다중분류기, 얼굴인식
Jaepil Ko, Hyeran Byun, "Multi-Class Support Vector Machines with Case-Based Combination for Face Recognition", 10th Int'l Conf. on Computer Analysis of Images and Patterns (CAIP), Gronigen, The Netherlands, Aug. 25-27, 2003, LNCS 2756, pp. 623-629.
Jaepil Ko, Hyeran Byun, "Binary Classifier Fusion Based on the Basic Decomposition Methods", 4th Int'l Workshop on Multiple Classifier Systems (MCS), Guilford, UK, June 11-13, 2003, LNCS 2709, pp. 146-155. -Keywords: 다중분류기
Jaepil Ko, Eunju Kim, Hyeran Byun, "A Simple Illumination Normalization Algorithm for Face Recognition", 7th Pachfic Rim Int'l Conf. on Artificial Intelligence (PRICAI), Tokyo, Japan, Aug. 18-22, 2002, LNCS 2417, pp. 532-541. -Keywords: 얼굴인식, 조명보정
Eunju Kim, Jaepil Ko, Hyeran Byun, Yillbyoung Lee, "A Natural Clustering Algorithm based on the Relative Gravitation Model", Journal of Korea Information Science Society: Software and Applications, Vol. 28, No. 10, pp757-763, 2001. (Korean) (KCI) -Keywords: 클러스터링, 군집화
Jaepil Ko, Hyeran Byun, "Face Region Detection using Face Template based on Eigenfaces", Journal of Korea Information Science Society: Software and Applications, Vol. 27, No. 11, pp.1123-1132, 2000. (Korean) (KCI) -Keywords: 얼굴검출
