Publications

Sunpil Kim, Gang-Joon Yoon, Jinjoo Song, Sang Min Yoon “Simultaneous image patch attention and pruning for patch selective transformer”, Image and Vision Computing, October 2024

Minho Park, Gang-Joon Yoon, Jinjoo Song, Sang Min Yoon “Unified spatio-temporal attention mixformer for visual object tracking”, Engineering Application of Artificial Intelligence, August 2024

Gang-Joon Yoon, Geunho Jung, Jinjoo Song, Sang Min Yoon “View synthesis with multiplane images from computationally generated RGB-D light fields”, Engineering Application of Artificial Intelligence, June 2024

Kyomin Hwang, Gang-Joon Yoon, Jinjoo Song, Sang Min Yoon “Fusing bi-directional global–local features for single image super-resolution”, Engineering Application of Artificial Intelligence, January 2024

Yong-Yuk Won, Sang Min Yoon “Simultaneous optical access transmission of sparse local sampled discrete multitone and on-off keying signal using L1-minimization and adaptive subtractive differential equalization”, Optical Fiber Technology, December 2022

Yoonjae Lee, Sang Min Yoon “Convolutional Neural Radience Field”, IEEE/IEIE ICCE-Asia 2022, October 2022

JaeBin Lee, Jinjoo Song, Sang Min Yoon “Adaptively reduced multiplane layers”, IEEE/IEIE ICCE-Asia 2022, October 2022

Sangwon Baek, Gang-Joon Yoon, Jinjoo Song, Sang Min Yoon “Self-supervised deep geometric subspace clustering network”, Information Sciences, September 2022

Hwanbok Mun, Gang-Joon Yoon, Jinjoo Song, Sang Min Yoon “Texture Preserving Photo Style Transfer Network”, IEEE transactions on Multimedia, August 2022

Geunho Jung, Sang Min Yoon “Monocular depth estimation with multi-view attention autoencoder”, Multimedia Tools and Applications, April 2022

Gang-Joon Yoon, Jinjoo Song, Yu-Jin Hong, Sang Min Yoon “Single Image Based Three-Dimensional Scene Reconstruction using Semantic and Geometric Priors”, Neural Processing Letters, March 2022

Geunho Jung, Yong-Yuk Won, Sang Min Yoon “Computational large field-of-view RGB-D integral imaging system”, Sensors, November 2021

Yong-Yuk Won, Sang Min Yoon, Jeungmo Kang, Dongsun Seo “Simultaneous optical transmission of pulse amplitude modulation and discrete multitone signals in passive optical link using derivative and subtractive equalization”, SPIE Optical Engineering, November 2021

Sang Won Baek, Gang-Joon Yoon, Jinjoo Song, Sang Min Yoon “Deep self-representative subspace clustering network”, Pattern Recognition, October 2021

Yong-Yuk Won, Sang Min Yoon, Dongsun Seo “Ambient LED Light Noise Reduction Using Adaptive Differential Equalization in Li-Fi Wireless Link”, Sensors, February 2021

Hwanbok Mun, Gang-Joon Yoon, Jinjoo Song, Sang Min Yoon “Scalable image decomposition”, Neural Computing and Applications, January 2021

문환복, 윤상민 “초고해상도 복원에서 성능 향상을 위한 다양한 Attention 연구”, 방송공학회논문지 제25권 제6호, July 2020

Yong-Yuk Won, Sang Min Yoon, Dongsun Seo, “Reduction of optical beat inferference noise using statistical adaptive derivative equalizer,” Optical Communications, November 2020.

원용욱, 윤상민, 서동선, “통계적 신호처리 기법을 이용한 광신호 전송기술 연구”, 한국광학회 하계학술대회, July 2020

백상원, 윤상민 “데이터 표현 강조 기법을 활용한 부분 공간 군집화”, 한국방송・미디어공학회 하계학술대회, July 2020

정근호, 윤상민 “Attention Model을 이용한 단안 영상 기반 깊이 추정 네트워크”, 한국방송・미디어공학회 하계학술대회, July 2020

문환복, 윤상민 “Attention 모델을 이용한 단일 영상 초고해상도 복원 기술”, 한국방송・미디어공학회 하계학술대회, July 2020, [우수학생논문]

Yong-Yuk Won, Sang Min Yoon, Dongsun Seo, “Improvement of optical fiber channel capacity using compressed non-orthogonal frequency quadrature amplitude modulation,” Optical Fiber Technology, February 2020.

송진주, 윤상민, “Self-expressive Unet을 이용한 부분공간 군집화”, 제32회 영상처리 및 이해에 관한 워크샵(IPIU). February 2020.

문환복, 윤상민, “손실 함수 가중치 최적화 방법을 이용한 단일 영상 기반 초고해상도 복원”, 제32회 영상처리 및 이해에 관한 워크샵(IPIU). February 2020.

Jinjoo Song, Gangjoon Yoon, and Sang Min Yoon, “Monolithic Image Decomposition,” Neurocomputing, November 2019.

Jinjoo Song, Gangjoon Yoon, Kwangsoo Hahn, and Sang Min Yoon, “Subspace Clustering via Structure-enforced Dictionary Learning,” Neurocomputing, October 2019.

Jungwoo Choi, Heeryon Cho, Jinjoo Song, and Sang Min Yoon, “SketchHelper: Real-time Stroke Guidance for Freehand Sketch Retrieval,” IEEE Transactions on Multimedia, August 2019.

Daewoong Cheong, Sang Min Yoon, Gangjoon Yoon, Deongsun Seo, and Yong-Yuk Won, “Wireless Light Fidelity Channel Capacity Improvement Using Sparse Sampled Non-orthogonal Frequency Shift Keying,” IEEE Access, July 2019.

Yong-Yuk Won, Sang Min Yoon, and Dongsun Seo, “Reduction of Amplified Spontaneous Emission Noise Using a Statistical Signal Adaptive Filter,” Optical and Quantum Electronics, April 2019.

Sang Gook Kim, Sang Min Yoon, Maria Yang, Jungwoo Choi, Haluk Akay, and Edward Burnell, “AI for Design: Virtual Design Assistant,” CIRP Annals Online, April 2019.

Heeryon Cho and Sang Min Yoon, “Applying Singular Value Decomposition on Accelerometer Data for 1D Convolutional Neural Network Based Fall Detection,” Electronics Letters, March 2019.

최정우, 윤상민, 박제성, 한광수, “단안 카메라 기반 실시간 3차원 사람 자세 인식을 통한 미디어 아트 기술”, 제31회 영상처리 및 이해에 관한 워크샵(IPIU). February 2019.

Hyeong Jae Hwang, Gangjoon Yoon, and Sang Min Yoon, “Optimized Clustering Scheme-Based Robust Vanishing Point Detection,” IEEE Transactions on Intelligent Transportation Systems, January 2019.

Gangjoon Yoon, Hyeyeon Cho, Yong-Yuk Won, and Sang Min Yoon, “Three-Dimensional Density Estimation of Flame Captured From Multiple Cameras,” IEEE Access, January 2019.

Gangjoon Yoon, Hyeong Jae Hwang, and Sang Min Yoon, “Visual Object Tracking Using Structured Sparse PCA-Based Appearance Representation and Online Learning,” Sensors, October 2018.

Jinjoo Song, Gangjoon Yoon, Heeryon Cho, and Sang Min Yoon, “Structure Preserving Dimensionality Reduction for Visual Object Recognition,” Multimedia Tools and Applications, September 2018.

Jinjoo Song, Heeryon Cho, Jungho Yoon, and Sang Min Yoon, “Structure Adaptive Total Variation Minimization-based Image Decomposition,” IEEE Transactions on Circuits and Systems for Video Technology, September 2018.

Heeryon Cho and Sang Min Yoon, “Divide and conquer-based 1d CNN human activity recognition using test data sharpening,” Sensors, April 2018.

Gangjoon Yoon and Sang Min Yoon, “Sketch-based 3D Object Recognition from Locally Optimized Sparse Features,” Neurocomputing, December 2017.

Song-Mi Lee, Heeryon Cho, and Sang Min Yoon, “Statistical Noise Reduction for Robust Human Activity Recognition,” IEEE MFI, Novenmber 2017.

Heeryon Cho and Sang Min Yoon, “Issues in Visualizing Intercultural Dialogue Using Word2Vec and t-SNE,” CandC, September 2017.

Jinjoo Song, Hyeyeon Cho, and Sang Min Yoon, “Sketch-based Shadow Image Retrieval for Digital Library,” CandC, September 2017.

Han Wang, Sang Min Yoon, David K. Han, and Hanseok Ko, “A Feature Descriptor Based on the Local Patch Clustering Distribution for Illumination-robust Image Matching,” Pattern Recognition Letters, July 2017.

Heeryon Cho and Sang Min Yoon, “Improving sentiment classification through distinct word selection,” IEEE HSI, July 2017. (BEST PAPER AWARD)

Jinjoo Song, Gangjoon Yoon, and Sang Min Yoon, “Dimensionality Reduction of Nonlocal Means Image Denoising Using Structured Sparse Principle Component Analysis,” ITC-CSCC, July 2017.

Jinjoo Song and Sang Min Yoon, “Web-based 3D Object Retrieval Using a Hybrid Edge Descriptor,” ITC-CSCC, July 2017.

Jinjoo Song, Heeryon Cho, and Sang Min Yoon, “Target Object Tracking-based 3D Object Reconstruction in a Multiple Camera Environment in Real Time,” Springer ACIIDS, April 2017.

Yong-Yuk Won, Sang Min Yoon, and Dongsun Seo, “Bandwidth Efficiency Improvement of Optical Eireless Link Based on Yellow Photsphor Coated Light Emitting Diode Using Non-orthogonal Frequency Shift Keying,” Microwave, March 2017.

Yong-Yuk Won, Dongsun Seo, and Sang Min Yoon, “Optical Access Transmission with Improved Channel Capacity Using Non-orthogonal Frequency Quadrature Amplitude Modulation,” Optical Quantum Electronics, February 2017.

Song-Mi Lee, Sang Min Yoon, and Heeryon Cho, “Human Activity Recognition from Accelerometer Data using Convolution Neural Network,” IEEE BigComp, February 2017.

Yong-Yuk Won, Sang Min Yoon, and Dongsun Seo, “Non-orthogonal Frequency Shift Keying for Optical Wireless Link Based on Visible Light Emitting Diode,” ICAPM, January 2017.

Sang Min Yoon and Jungho Yoon, “Depth Map Enhancement Using Adaptive Moving Least Squares Method with a Total Variation Minimization”, Multimedia Tools and Applications, December 2016.

Yong-Yuk Won, Sang Min Yoon, and Dongsun Seo, “Improvement of Optical Access M-QAM Transmission Capacity Using DSP Based Non-orthogonal Frequency Shift Keying,” IEEE IPC, October 2016

Heeryon Cho and Sang Min Yoon, “Feature Word Selection by Iterative Top-k Aggregation for Classifying Recommended Shops,” IEEE ICTC, October 2016.

Yong-Yuk Won, Dongsun Seo, and Sang Min Yoon, “White Light-emitting Diode Based Wireless Orthogonal Frequency Division Multiplexing Link with Improved Transmission Capacity Using Bayesian Compressive Sensing,” Optical Engineering, April 2016.

Sang Min Yoon, “Visibility Enhancement of Fog-degraded Image Using Adaptive Total Variation Minimization,” Journal of Imaging Science, February 2016.

Jae-Ho Han and Sang Min Yoon, “Decoupling Structural Artifacts in Fiber Optic Imaging by Applying Compressive Sensing,” Optik-International Journal for Light and Electron Optics, October 2015.

Hyeong Jae Hwang and Sang Min Yoon, “Single Image-based 3D Scene Estimation from Semantic Prior,” Electronics letters, October 2015.

Sang Min Yoon, Gangjoon Yoon, Jinjoo Song, and Kwang-soo Hahn, “Simultaneous Detection of Pedestrians, Pose, and the Camera Viewpoint from 3D Models,” IEEE ICTC, October 2015.

Yong-Yuk Won and Sang Min Yoon, “Orthogonal Frequency Division Multiplexed Passive Optical Access Transmission with Improved Transmission Capacity by the use of Adaptive Sampling based on Compressive Sensing,” IEEE ICTC, October 2015.

Yong-Yuk Won and Sang Min Yoon, “Improvement of Transmission Capacity in Optical Orthogonal Frequency Division Multiplexed Access Link using an Adaptive Sampling and L1 Minimization,” Optical and Quantum Electronics, August 2015.

Sang Min Yoon, Gang-Joon Yoon, and Tobias Schreck, “User-drawn Sketch-based 3D Object Retrieval Using Sparse Coding,” Multimedia Tools and Applications, July 2015.

Dubok Park, Minjae Kim, Bonhwa Ku, Sang Min Yoon, and David K. Han, “Image Enhancement for Extremely Low Light Conditions,” IEEE AVSS, August 2014.

Yong-Yuk Won and Sang Min Yoon, “Improvement of Channel Bandwidth in Optical Wireless OFDM Link Based on Visible Light Emitting Diode Using Compressive Sensing,” COIN, August 2014.

Yong-Yuk Won and Sang Min Yoon, “Compressive Sensing-based Channel Bandwidth Improvement in Optical Wireless Orthogonal Frequency Division Multiplexing Link Using Visible Light Emitting Diode,” Optics Express, August 2014.

Sang Min Yoon, Holger Graf, and Arjan Kuijper, “Hierarchical Image Representation Using 3D Camera Geometry for Content-based Image Retrieval,” Journal of Engineering Applications of Artificial Intelligence, April 2014.

Sang Min Yoon, Yeon Ju Lee, Gang-Joon Yoon, and Jungho Yoon, “Adaptive Total Variation Minimization-based image enhancement from flash and no-flash pairs,” The Scientific World Journal, March 2014.

Sang Min Yoon and Arjan Kuijper, “Human Action Recognition Based on Skeleton Splitting,” Expert Systems with Applications, December 2013.

Hiroyuki Kakara, Yoshifumi Nishida, Sang Min Yoon, Yusuke Miyazaki, Yoshinori Koizumi, Hiroshi Mizoguchi, and Tatsuhiro Yamanaka, “Development of Childhood Fall Motion Database and Browser Based on Behavior Measurements,” Accident Analysis and Prevention, October 2013.

Yong-Yuk Won and Sang Min Yoon “Acceleration of LTE-OFDM Data Rate in Wireless Backhaul Link using Compressed Sensing,” IEEE ICTC, October 2013.

Sang Min Yoon, Gangjoon Yoon, and Kwang-Soo Hahn, “User-drawn Sketch-based 3D Object Retrieval Using Distributed Compressive Sensing,” IEEE ICTC, October 2013.

Sang Min Yoon and Gangjoon Yoon “Optimized Hybrid Shape Descriptor-based 3D Object Retrieval,” IEEE ICIP, September 2013.

Sang Min Yoon, “ Three-dimensional Volume Data Segmentation Using Diffusion Tensor-based Superquadric Analysis,” SPIE Journal of Electronic Imaging, July 2013.

Sang Min Yoon and Gangjoon Yoon, “Sparse-Coding-based Computed Tomography Image Reconstruction,” Scientific World Journal, February 2013.

Hiroyuki Kakara, Yoshifumi Nishida, Sang Min Yoon, Hiroshi Mizoguchi, and Hiroshi Yamanaka “Development of Database of Children’s Fall Dynamics Using Daily Behavior Observing System,” Journal of Robotics and Mechatronics, October 2012.

Sang Min Yoon and Jae-Ho Han, “Motion Analysis of Magnetic Resonance Angiography Image in Diffusion Tensor Fields,” IEEE Sensors Journal, August 2012.

Sang Min Yoon and Gang-Joon Yoon, “Compressive Matting” International Symposium on Visual Computing, July 2012.

Hiroyouki Kakara, Yoshifumi Nishida, Sang Min Yoon, Yosuke Miyazaki, Horishi Mizoguchi, and Tatsuhiro Yamanaka, “Development of Database on Daily Living Activities for Realistic Biomechanical Simulation,” AHFE, July 2012.

Sang Min Yoon, Tobias Schreck, and Gang-Joon Yoon “Sparse Coding Based Feature Optimisation for Robust 3D Object Retrieval,” Electronics Letters, April 2012.

Sang Min Yoon and Gang-Joon Yoon, “Alpha Matting Using Compressive Sensing,” Electronics Letters, February 2012.

Tobias Schreck, Sang Min Yoon, and Arjan Kuijper, “Graph-based Combination of Fragment Descriptors for Improved 3D Object Retrieval,” ACM Multimedia System, February 2012.

Jae-Ho Han and Sang Min Yoon, “Dichloromethane Detection Based on Near Infrared Absorptive Sensing,” Online first publication in IEEE Journal of Selected Topics in Quantum Electronics, 2011.

Sang Min Yoon and Arjan Kuijper, “Sketch-based 3D model retrieval using compressive sensing classification,” published in IET Electronics Letters, 47(21),1181-1183, 2011.

Jae-Ho Han and Sang Min Yoon, “Depixelation of coherent fiber bundle endoscopy based on learning patterns of image prior,” published in Optics Letter, 36, 3212-3214, 2011.

Jae-Ho Han and Sang Min Yoon, “Integrated Near Infrared Dual-Modality Imaging with Common Path Fiber Optic System,” published in IEEE trans. on Instrument and Measurement, 2011.

Sang Min Yoon and Arjan Kuijper, “3D model retrieval using the histogram of orientation of suggestive contours,” 7th International Symposium on Visual Computing, 2011.

Sang Min Yoon and Arjan Kuijper, “View based 3D model retrieval using compressive sensing,” IEEE International Symposium on Image and Signal Processing and Analysis, 2011.

Sang Min Yoon “Real-Time 3D reconstruction via 3D object tracking,” Korea Journal of Multimedia, 2010, (Korean Language).

Sang Min Yoon, Maximilian Scherer, Tobias Schreck, and Arjan Kuijper, “Sketc-based 3D model retrieval using diffusion tensor fields of suggestive contours,” ACM Multimedia, 2010.

Holger Graf, Sang Min Yoon, and Cornelius Malerczyk, “Real-time 3D reconstruction and pose estimation for human motion analysis,” IEEE ICIP, 2010.

Sang Min Yoon and Arjan Kuijper, “Human Action Recognition using Segmented Skeletal Features,” International Conference on Pattern Recognition (ICPR), 2010.

Sang Min Yoon and Arjan Kuijper, “Query-by-sketch based image retrieval using diffusion tensor fields,” IEEE IPTA, 2010.

Sang Min Yoon and Arjan Kuijper, “3D Human Action Recognition using Model Segmentation,” International Conference on Image Analysis and Recognition (LNCS), 2010.

Sang Min Yoon and Arjan Kuijper, “Object Retrieval based on User-Drawn Sketches,” International Conference on Computer Graphics Theory and Applications(VISAPP), 2010.

Sang Min Yoon and Arjan Kuijper, “3D Volume Data Segmentation from Superquadric Tensor Analysis,” International Conference on Computer Graphics Theory and Applications(GRAPP), 2010.

Sang Min Yoon, Cornelius Malerczyk, and Holger Graf, “Skill Measurement Through Real-Time 3D reconstruction and 3D Pose Estimatation,” International Conference on Multimodal Interfaces for Skill Transfer, 2009.

Sang Min Yoon and Holger Graf, “Automatic Skeleton Extraction and Splitting of Target Objects,” IEEE ICIP, 2009.

Sang Min Yoon, Cornelius Malerczyk, and Holger Graf, “3D Skeleton extraction from volume data based on normalized gradient vector flow,” WSCG 2009.

Sang Min Yoon and Holger Graf, “Automatic Trimap Extraction for Efficient Alpha Matting,” International Conference on Computer Graphics Theory and Applications(GRAPP) 2009.

Sang Min Yoon and Holger Graf, “Hierarchical Online Image Representation based on 3D Camera Geometry,” International Conference on Computer Vision Theory and Applications(VISAPP) 2009.

Sang Min Yoon and Holger Graf, “Similarity Measure of the Visual Features using the Constrained Hierarchical Clustering for Content based Image Retrieval,” LECTURE NOTE in COMPUTER SCIENCE, International Symposium of Visual Computing, 2008.

Sang Min Yoon and Holger Graf, “Eye tracking based Interaction with 3D Reconstructed Objects,” ACM Multimedia 2008, 2008

Sang Min Yoon and Holger Graf, “3D Eye Position based Interaction within Hierarchically Represented Images,” IEEE 3DTV 2nd Conference, 2008

Sang Hwan Lee, Sang Min Yoon, and Ji Hoon Jeong, “A novel face and hands tracking in a complex background,” 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics, 2006.

Jaywoo Kim, Young Hoon Sung, and Sang Min Yoon, “A New Video Surveillance System employing Occluded Face Detection,” LECTURE NOTE in COMPUTER SCIENCE (IEA-AIE 05), 2005.

Sang Min Yoon and Sang Hwan Lee, “Face tracking using particle filter,” IEEE 14th International Conference on Artificial Reality and Telexistence(ICAT), 2004

Sang Min Yoon and Seok Cheol Kee, “Speaker detection and tracking at mobile home robot platform,” IEEE International Symposium on Intelligent Signal Processing and Communication System(ISPCAS), 2004.

Sang Min Yoon and Hyunwoo Kim, “Real-time multiple people detection using skin color, motion, and appearance information,” IEEE 13th International workshop on Robot and Human Interactive Communication(Ro-Man), 2004.

Changkyu Choi, Sang Min Yoon, Donggeon Kong, and Hyung Gi Lee, “Separation of multiple concurrent speeches using audio-visual speaker localization and minimum variance beam-forming,” IEEE 8th International Conference on Spoken Language Processing (ICSLP), 2004.

Sang Min Yoon and Seok Cheol Kee, “Detection of Partially Occluded Face Using Support Vector Machines,” IAPR workshop on Machine Vision and Applications (MVA), December 2002.

윤상민, 김익재, 안상철, 고한석, 김형곤, “스테레오 비전을 기반으로 한 3차원 입력 장치”, 전자공학회 논문지 July 2002.

Sang Min Yoon, Ig-Jae Kim, Hanseok Ko, and Hyoung Gon Kim, “Stereo Vision Based 3D Input Device,” IEEE ICASSP, May 2002.