Sung Yang Bang

JaeMo Sung, Zoubin Ghahramani, Sung Yang Bang: Latent-Space Variational Bayes. IEEE Trans. Pattern Anal. Mach. Intell. 30(12): 2236-2242 (2008)

Woo-Han Yun, Sung Yang Bang, Daijin Kim: Real-time object recognition using relational dependency based on graphical model. Pattern Recognition 41(2): 742-753 (2008)

Jong Kyoung Kim, Sung Yang Bang, Seungjin Choi: Sequence-driven features for prediction of subcellular localization of proteins. Pattern Recognition 39(12): 2301-2311 (2006)

JaeMo Sung, Sung Yang Bang, Seungjin Choi: A Bayesian network classifier and hierarchical Gabor features for handwritten numeral recognition. Pattern Recognition Letters 27(1): 66-75 (2006)

Hyun-Chul Kim, Daijin Kim, Zoubin Ghahramani, Sung Yang Bang: Appearance-based gender classification with Gaussian processes. Pattern Recognition Letters 27(6): 618-626 (2006)

Jong Kyoung Kim, G. P. S. Raghava, Sung Yang Bang, Seungjin Choi: Prediction of subcellular localization of proteins using pairwise sequence alignment and support vector machine. Pattern Recognition Letters 27(9): 996-1001 (2006)

Woo-Han Yun, Sung Yang Bang, Daijin Kim: Real-time Object Recognition using Relational Dependency based on Graphical Model. ICPR (3) 2006: 28-32

Hyun-Chul Kim, Daijin Kim, Zoubin Ghahramani, Sung Yang Bang: Gender Classification with Bayesian Kernel Methods. IJCNN 2006: 3371-3376

Shaoning Pang, Daijin Kim, Sung Yang Bang: Face membership authentication using SVM classification tree generated by membership-based LLE data partition. IEEE Transactions on Neural Networks 16(2): 436-446 (2005)

JaeMo Sung, Sung Yang Bang, Seungjin Choi, Zoubin Ghahramani: U-Likelihood and U-Updating Algorithms: Statistical Inference in Latent Variable Models. ECML 2005: 377-388

Shaoning Pang, Hyun-Chul Kim, Daijin Kim, Sung Yang Bang: Prediction of the suitability for image-matching based on self-similarity of vision contents. Image Vision Comput. 22(5): 355-365 (2004)

Hyun-Chul Kim, Daijin Kim, Sung Yang Bang, Sang-Youn Lee: Face recognition using the second-order mixture-of-eigenfaces method. Pattern Recognition 37(2): 337-349 (2004)

Hong-Mo Je, Daijin Kim, Sung Yang Bang: Human Face Detection in Digital Video Using SVMEnsemble. Neural Processing Letters 17(3): 239-252 (2003)

Hyun-Chul Kim, Daijin Kim, Sung Yang Bang: Extensions of LDA by PCA mixture model and class-wise features. Pattern Recognition 36(5): 1095-1105 (2003)

Hyun-Chul Kim, Shaoning Pang, Hong-Mo Je, Daijin Kim, Sung Yang Bang: Constructing support vector machine ensemble. Pattern Recognition 36(12): 2757-2767 (2003)

Shaoning Pang, Daijin Kim, Sung Yang Bang: Membership authentication in the dynamic group by face classification using SVM ensemble. Pattern Recognition Letters 24(1-3): 215-225 (2003)

Hyun-Chul Kim, Daijin Kim, Sung Yang Bang: An efficient model order selection for PCA mixture model. Pattern Recognition Letters 24(9-10): 1385-1393 (2003)

Hyun-Chul Kim, Daijin Kim, Sung Yang Bang: Face recognition using LDA mixture model. Pattern Recognition Letters 24(15): 2815-2821 (2003)

JaeMo Sung, Sung Yang Bang: Hierarchical Bayesian Network for Handwritten Digit Recognition. ICANN 2003: 291-298

Hwajeong Lee, Daehwan Kim, Daijin Kim, Sung Yang Bang: Real-time automatic vehicle management system using vehicle tracking and car plate number identification. ICME 2003: 353-356

JaeMo Sung, Sung Yang Bang: Hierarchical Bayesian Network for Handwritten Digit Recognition. ICVS 2003: 396-406

Hyun-Chul Kim, Daijin Kim, Sung Yang Bang: A numeral character recognition using the PCA mixture model. Pattern Recognition Letters 23(1-3): 103-111 (2002)

Hyun-Chul Kim, Daijin Kim, Sung Yang Bang: Face recognition using the mixture-of-eigenfaces method. Pattern Recognition Letters 23(13): 1549-1558 (2002)

Heegu Kang, Daijin Kim, Sung Yang Bang: Real-time multiple people tracking using competitive condensation. ICIP (3) 2002: 325-328

Hyun-Chul Kim, Daijin Kim, Sung Yang Bang: Face retrieval using 1st- and 2nd-order PCA mixture model. ICIP (2) 2002: 605-608

Hyun-Chul Kim, Shaoning Pang, Hong-Mo Je, Daijin Kim, Sung Yang Bang: Pattern Classification Using Support Vector Machine Ensemble. ICPR (2) 2002: 160-163

Shaoning Pang, Daijin Kim, Sung Yang Bang: Membership Authentication in Dynamic Face Groups. ICPR (2) 2002: 374-377

Heegu Kang, Daijin Kim, Sung Yang Bang: Real-Time Multiple People Tracking Using Competitive Condensation. ICPR (1) 2002: 413-416

Hyun-Chul Kim, Daijin Kim, Sung Yang Bang: Face Recognition Using LDA Mixture Model. ICPR (2) 2002: 486-489

Hong-Mo Je, Daijin Kim, Sung Yang Bang, Sangyoon Lee, YoungSik Choi: Human Face Detection in Digital Video Using SVM Ensemble. JCIS 2002: 417-421

Hyun-Chul Kim, Shaoning Pang, Hong-Mo Je, Daijin Kim, Sung Yang Bang: Support Vector Machine Ensemble with Bagging. SVM 2002: 397-407

Daijin Kim, Sung Yang Bang: IRIS Data Classification Using Tolerant Rough Sets¹. JACIII 4(5): 327-335 (2000)

Daijin Kim, Sung Yang Bang: A Handwritten Numeral Character Classification Using Tolerant Rough Set. IEEE Trans. Pattern Anal. Mach. Intell. 22(9): 923-937 (2000)

Chang Su Park, Sung Yang Bang: Modeling Character Superiority Effect in Korean Characters by Using IAM. Biologically Motivated Computer Vision 2000: 316-325

Jin-Soo Lee, Oh Jun Kwon, Sung Yang Bang: Highly accurate recognition of printed Korean characters through an improved two-stage classification method. Pattern Recognition 32(12): 1935-1945 (1999)

Jung-Tae Kim, Sung Yang Bang: A measure of recognition difficulty for a character image database. Pattern Recognition 31(12): 2001-2006 (1998)

Oh Jun Kwon, Sung Yang Bang, Günhan Dündar, K. Rose: Comments on "The effects of quantization on multilayer neural networks" [and reply]. IEEE Transactions on Neural Networks 9(4): 718-719 (1998)

Oh Jun Kwon, Sung Yang Bang: A Unified Design Method which Generates a Fault Tolerant MLP while Minimizing the Quantization Effects. ICONIP 1998: 566-569

Young-Sup Hwang, Sung Yang Bang: An Efficient Method to Construct a Radial Basis Function Neural Network Classifier. Neural Networks 10(8): 1495-1503 (1997)

Hee-Yeal Yu, Sung Yang Bang: An improved time series prediction by applying the layer-by-layer learning method to FIR neural networks. Neural Networks 10(9): 1717-1729 (1997)

Dea-Hwan Kim, Eun-Jung Kim, Sung Yang Bang: A variation measure for handwritten character image data using entropy difference. Pattern Recognition 30(1): 19-29 (1997)

Young-Sup Hwang, Sung Yang Bang: Recognition of unconstrained handwritten numerals by a radial basis function neural network classifier. Pattern Recognition Letters 18(7): 657-664 (1997)

Oh Jun Kwon, Sung Yang Bang: Design of a Fault Tolerant Multilayer Perceptron with a Desired Level of Robustness. ICANN 1997: 493-498

Choi Baek Young, Sung Yang Bang: Constraints on handwriting Korean characters to improve the machine readability. ICDAR 1997: 195-199

Jung-Tae Kim, Sung Yang Bang: A Measure of Recognition Difficulty for a Character Image Database. ICDAR 1997: 996-1000